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Jihyeon Kim Hanyong Lee Jaesung Lee Survey on Joint Compression and Fine-Tuning of Large Language Models: Methods, Toolchains, and Open Challenges under Resource Constraints Neurocomputing Link 698(134332):1-24, 14 October 2026 Publisher: Elsevier, ISSN: 0925-2312, Ack: IITP-2021-0-01341 (Prof. B.-W. Hong), RS-2026-25546026 (Prof. D.-H. Jung) |
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Sang-Rak Lee A-Seong Moon Bong-Soo Sohn Jaesung Lee Effective Audio-Visual Event Localization using CLIP-based Global Context Regulation for Mitigating Event Overconfidence Pattern Recognition Link 77(113312):1-11, 1 September 2026 Publisher: Elsevier Ltd., ISSN: 0031-3203, Ack.: RS-2024-00459387 (Prof. J. Lee), ETRI-2021-0-00766 (Dr. C.-S. Cho) |
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A-Seong Moon Se-Hoon Jung Mohd Asyraf Zulkifley Jaesung Lee Effective Industrial Anomaly Localization using Class-Conditioned Irredundant Feature Patch Selection Pattern Analysis and Applications Link 29(177):(1-18), 29 August 2026 Publisher: Springer London, ISSN: 1433-7541, Ack: RS-2021-II211341 (Prof. B.-W. Hong), RS-2026-25546026 (Prof. D.-H. Jung) |
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Atsuko Takano Hyeonji Moon Masato Shirai Shuichiro Tagane Diego Tavares Vasques Chung-Kun Lee Amjad Khan Jeongwoo Seo Sujeong Han Chanho Park Jaesung Lee Takashi Akihiro Sangtae Kim Herbarium specimens in the age of artificial intelligence: from herbarium image identification to Integrative Taxonomic AI Journal of Plant Research Link 139(5):1-17, 26 August 2026 Publisher: Springer Japan KK, ISSN: 0918-9440, Ack.: TBD |
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Haesung Oh Kyoungmin Shin Jaesung Lee Efficient Remote Sensing Change Detection with Adaptive Frequency Masking for Pseudo-Change Suppression Pattern Analysis and Applications Link 29(158):1-13, 24 July 2026 Publisher: Springer London, ISSN: 1433-7541, Ack: IITP-2021-0-01341 (Prof. B.-W. Hong), RS-2026-25546026 (Prof. D.-H. Jung) |
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A-Seong Moon Dahyun Song Jaesung Lee Effective Mel-Spectrogram Synthesis for Multi-Speaker Text-to-Speech with Band-Specific Acoustic Modeling IEEE Access Link 14(1):101942-101954, 26 June 2026 Publisher: IEEE Inc., ISSN: 2169-3536, Ack: RS-2021-II211341 (Prof. B.-W. Hong), RS-2026-25546026 (Prof. D.-H. Jung) |
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Jaegyun Park Timur Khairulov Dae-Won Kim Jaesung Lee Efficient Cheap All-Layer Aggregation Networks for Time Series Classification in Time-Sensitive Tasks Knowledge-Based Systems Link 343(116016):1-14, 15 June 2026 Publisher: Elsevier Ltd., ISSN: 0950-7051, Ack.: RS-2021-II211341 (Prof. B.-W. Hong) |
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Wonseon Lim Jaesung Lee Dae-Won Kim Critical Patch-Aware Sparse Prompting with Decoupled Training for Continual Learning on the Edge The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 BKCSA 4 Link 3-7 June 2026, Denver, Colorado, USA Publisher: IEEE/CVF Foundation, ISSN: None, Ack: IITP-2021-0-01341 (Prof. B.-W Hong) |
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Sanghyuck Lee Haesung Kim Jaesung Lee Decomposed Spatial Modulator for Efficient Facial-Expression Recognition IEEE Signal Processing Letters Link 33(1):1861-1865, 4 May 2026 Publisher: IEEE Inc., ISSN: 1070-9908, Ack.: RS-2024-00459387 (Prof. J. Lee), RS-2026-25546026 (Prof. D. Jung), ETRI-2021-0-00766 (Dr. C.-S. Cho) |
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Sojeong Kim Bong-Soo Sohn Jaesung Lee Blended Embedding Guided Style Transfer in Inversion-Based Diffusion for Creatively-Matched Source-Reference Pairs Neurocomputing Link 675(132901):1-16, 28 April 2026 Publisher: Elsevier, ISSN: 0925-2312, Ack: RS-2024-00459387 (Prof. J. Lee) |
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Yoon Joo Choi Sujeong Han Chena Lee Kug Jin Jeon Haesung Oh Jaesung Lee Sang-Sun Han A feasibility study of deep learning-based segmentation of the inferior alveolar nerve on magnetic resonance neurography Scientific Reports Link 16(15433):1-10, 1 April 2026 Publisher: Nature Portfolio, ISSN: 2045-2322, Ack.: TBD |
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A-Seong Moon Haesung Kim Ye-Chan Park Jaesung Lee A Survey on Multimodal Emotion Recognition: Methods, Datasets, and Future Directions CMC-Computers, Materials & Continua Link 87(2):1-42, 12 March 2026 Publisher: Tech Science Press, ISSN: 1546-2226, Ack: RS-2021-II211341 (Prof. J. Paik), ETRI-2021-0-00766 (Dr. C.-S. Cho) |
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Ye-Chan Park Mohd Asyraf Zulkifley Bong-Soo Sohn Jaesung Lee Effective Token Masking Augmentation Using Term-Document Frequency For Language Model-Based Legal Case Classification CMC-Computers, Materials & Continua Link 87(1):1-18, 10 February 2026 Publisher: Tech Science Press, ISSN: 1546-2226, Ack: RS-2021-II211341 (Prof. J. Paik), CAU-GRS (Prof.J. Lee) |
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A-Seong Moon Min-Kyung Sung Jaesung Lee Effective Encoder-Decoder Network for Multiple Multi-Scale Jagged Masks in Vehicle Damage Segmentation IEEE Access Link 14(1):13783-13797, 23 January 2026 Publisher: IEEE Inc., ISSN: 2169-3536, Ack: RS-2021-II211341 (Prof. J. Paik) |
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Sujeong Han Hyeonji Moon Sanghyuck Lee A-Seong Moon Min-Kyung Sung Jeongwon Lee Sangtae Kim Jaesung Lee A Survey of Neural Network Segmentation and Validation on Plant Specimen Images of Korean Violaceae Expert Systems with Applications Link 296(128909):1-22, 15 January 2026 Publisher: Elsevier Ltd, ISSN: 0957-4174, RS-2021-II211341 (Prof. J. Paik) |
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Jaeho Choi Hyeri Kim Kwang-Ho Kim Jaesung Lee Advanced Torrential Loss Function for Precipitation Forecasting Physical Review Letters Editor's ChoiceLink 136(024201):1-8, 13 January 2026 Publisher: American Physical Society, ISSN: 0031-9007, Ack: RS-2024-00459387 (Prof. J. Lee) |
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Sanghyuck Lee Timur Khairulov Ye-chan Park Wangduk Seo Jaesung Lee Automatic Background Animation Generation Aligned with LLM-Generated Lyrics for Children's Songs Scientific Reports Link 16(591):1-12, 27 December 2025 Publisher: Nature Portfolio, ISSN: 2045-2322, Ack: RS-2024-00459387 (Prof. J. Lee), ETRI-2021-0-00766 (Dr. C.-S. Cho) |
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Akhyar Akhyar Jaesung Lee Norazman Shahar Adhi Harmoko Saputro Mohd Asyraf Zulkifley Automated Forest Fire Detection in Ecological Monitoring Using Enhanced Deep Learning Networks Scientific Reports Link 16(2039):1-13, 11 December 2025 Publisher: Nature Portfolio, ISSN: 2045-2322, Ack: TBD |
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Hanyong Lee Ye-Chan Park Jaesung Lee OCR-Assisted Masked BERT for Homoglyph Restoration towards Multiple Phishing Text Downstream Tasks CMC-Computers, Materials & Continua Link 85(3):4977-4993, 23 October 2025 Publisher: Tech Science Press, ISSN: 1546-2226, Ack: IITP-2021-0-01341 (Prof. J. Paik), CAU-GRS (Prof.J. Lee) |
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Sanghyuck Lee Jeongwon Lee Timur Khairulov Daehyeon Kim Jaesung Lee EP-REx: Evidence-Preserving Receptive-Field Expansion for Efficient Crack Segmentation Symmetry Link 17(10):1-23, 4 October 2025 Publisher: MDPI, ISSN: 2073-8994, Ack: RS-2024-00459387 (Prof. J. Lee), RS-2021-II211341(Prof. J. Paik) |
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Marzuraikah Mohd Stofa Mohamad Aizuddin Ismail Jaesung Lee Mohd Asyraf Zulkifley Sea Ice Concentration Mapping based on Sentinel-2 Multispectral Imagery using Multiscale Deep Learning Approach IEEE Access Link 13(1):167080-167093, 23 September 2025 Publisher: IEEE Inc., ISSN: 2169-3536, Ack: DPK-GPS-JORDAN-2024-021 (Prof. A. Zulkifley) |
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A-Seong Moon Seungyeon Jeong Donghee Kim Mohd Asyraf Zulkifley Bong-Soo Sohn Jaesung Lee Robust Audio-Visual Fusion for Emotion Recognition based on Cross-Modal Learning under Noisy Conditions CMC-Computers, Materials & Continua Link 85(2):2851-2872, 23 September 2025 Publisher: Tech Science Press, ISSN: 1546-2226, Ack: IITP-2021-0-01341 (Prof. J. Paik) |
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Chaelyn Lee Jaesung Lee Fast Fine-tuning Large Language Models for Aspect-based Sentiment Analysis Electronics Letters Link 61(1):1-3, 1 September 2025 Publisher: Inst. Engineering Technology, ISSN: 0013-5194, Ack: IITP-2021-0-01341 (Prof. J. Paik) |
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A-Seong Moon Kyumin Kim Jaesung Lee Data Augmentation for Dense Passage Retrieval using Corpus-Passage Frequency-Based Token Deletion Journal of Big Data Link 12(199):1-28, 13 August 2025 Publisher: Springer Nature, ISSN: 2196-1115, Ack: IITP-2021-0-01341 (Prof. J. Paik) |
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Gyu-Il Kim Jaesung Lee DFAN: Single Image Super-Resolution using Stationary Wavelet-based Dual Frequency Adaptation Network Symmetry Link 17(8):1175, 23 July 2025 Publisher: MDPI, ISSN: 2073-8994, Ack: IITP-2021-0-01341 (Prof. J. Paik), CAU-RAA-2025 (Prof. J. Lee) |
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Heon-Sung Park Hyeon-Chang Chu Min-Kyung Sung Chaewoon Kim Jeongwon Lee Dae-Won Kim Jaesung Lee Survey on Replay-based Continual Learning and Empirical Validation on Feasibility in Diverse Edge Devices using Representative Method Mathematics Link 13(2257):1-30, 12 July 2025 Publisher: MDPI, ISSN: 2227-7390, Ack: NRF-2023R1A2C1006745 (Prof. D.-W. Kim), RS-2021-II211341 (Prof. J. Paik) |
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A-Seong Moon Kun-Ho Lee Jaesung Lee Survey on 3D Anomaly Detection Regarding Defect Size: Tradeoff Between Accuracy and Efficiency with Future Research Direction IEEE Access Link 13(1):114595-114607, 3 July 2025 Publisher: IEEE Inc., ISSN: 2169-3536, Ack: RS-2021-II211341 (Prof. J. Paik), CAU-GRS-2024 (Prof. J. Lee) |
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Sojeong Kim Bong-Soo Sohn Jaesung Lee End-to-End Design of Webtoon-Style Portrait Stylization System for Real-World Demo Booth IEEE Access Link 13(1):102180-102193, 11 June 2025 Publisher: IEEE Inc., ISSN: 2169-3536, Ack: RS-2021-II211341 (Prof. J. Paik), CAU-GRS-2024 (Prof. J. Lee) |
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Wangduk Seo Timur Khairulov Hye-Jin Baek Jaesung Lee ChainImputer: Effective Neural Missing Value Imputation using Iterative Refinement based on Cumulative Feature Set Symmetry Link 17(6):1-25, 3 June 2025 Publisher: MDPI, ISSN: 2073-8994, Ack: IITP-2021-0-01341 (Prof. J. Paik), CAU-CAYSS-2024 (Prof. J. Lee) |
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Jaegyun Park Dae-Won Kim Jaesung Lee HT-AggNet: Hierarchical Temporal Aggregation Network with Near-Zero-Cost Layer Stacking for Human Activity Recognition Engineering Applications of Artificial Intelligence Link Code 149(110465):1-13, 1 June 2025 Publisher: Elsevier Ltd., ISSN: 0952-1976, Ack: IITP-2021-0-01341 (Prof. J. Paik), NRF-2023R1A2C1006745 (Prof. D.-W. Kim) |
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Hanyong Lee Chaelyn Lee Yongjae Lee Jaesung Lee BitAbuse: A Dataset of Visually Perturbed Texts for Defending Phishing Attacks 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics BKCSA 2 Link Link2 29 April-4 May 2025, Albuquerque, New Mexico Publisher: NAACL Proceedings, ISSN: None, Ack: IITP-2021-0-01341 (Prof. J. Paik) |
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Sanghyuck Lee Sangkeun Park Jaesung Lee Exploiting Fine-Grained Skip Behaviors for Micro-video Recommendation 39th Annual AAAI Conference on Artificial Intelligence BKCSA 4 Link 25 February-4 March 2025, Philadelphia, Pennsylvania, USA Publisher: AAAI Proceedings, ISSN: None, Ack: IITP-2021-0-01341 (Prof. J. Paik), RS-2024-00459387 (Prof. J. Lee) |
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Sanghyuck Lee Hyeonji Moon Sangtae Kim Jaesung Lee Multiple Kernel-Enhanced Encoder for Effective Herbarium Image Segmentation Electronics Letters Link 61(1):1-3, 4 February 2025 Publisher: Inst. Engineering Technology, ISSN: 0013-5194, Ack.: IITP-2021-0-01341 (Prof. J. Paik), NIBRE202411 (Prof. S. Kim) |
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Heon-Sung Park Min-Kyung Sung Dae-Won Kim Jaesung Lee Real-Time On-Device Continual Learning Based on Combined Nearest Class Mean and Replay Method for Smartphone Gesture Recognition Sensors Link 25(2):1-19, 13 January 2025 Publisher: MDPI AG, ISSN: 1424-8220, Ack: IITP-2021-0-01341 (Prof. J. Paik), CAU-GRS-2024 (Prof. D.-W. Kim) |
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Mohammad J. M. Zedan Siti Raihanah Abdani Jaesung Lee Mohd Asyraf Zulkifley RMHA-Net: Robust Optic Disc and Optic Cup Segmentation Based on Residual Multiscale Feature Extraction with Hybrid Attention Networks IEEE Access Link 13(1):7715-7735, 3 January 2025 Publisher: IEEE Inc., ISSN: 2169-3536, Ack.: Higher Education Malaysia (Prof. M. A. Zulkifley) |
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Jaegyun Park Dae-Won Kim Jaesung Lee CALANet: Cheap All-Layer Aggregation for Human Activity Recognition 38th Annual Conference on Neural Information Processing Systems BKCSA 4 Link 9-15 December 2024, Vancouver, Canada Publisher: NeurIPS Proceedings, ISSN: None, Ack: IITP-2021-0-01341 (Prof. J. Paik) |
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Sujeong Han Jaesung Lee Jeong Kyu Lee Neural network-based automated proptosis measurement using computed tomography images for patients with thyroid-associated orbitopathy Scientific Reports Link 14(27268):1-8, 8 November 2024 Publisher: Nature Portfolio, ISSN: 2045-2322 , Ack: IITP-2021-0-01341 (Prof. J. Paik), NRF-2021R1A2C1011351 (Prof. J. K. Lee) |
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Sanghyuck Lee Taekyung Song Jeong Kyu Lee Jaesung Lee Effective encoder-decoder network for pupil light reflex segmentation in facial photographs of ptosis patients Scientific Reports Link 14(26220):1-14, 31 October 2024 Publisher: Nature Portfolio, ISSN: 2045-2322, Ack: IITP-2021-0-01341 (Prof. J. Paik), NRF-2021R1A2C1011351 (Prof. J. K. Lee) |
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Yu Zhou Nanjian Yang Xingyue Huang Jaesung Lee Sam Kwong A Novel Multiobjective Genetic Programming Approach to High-Dimensional Data Classification IEEE Transactions on Cybernetics Link 54(9):5205-5216, 1 September 2024 Publisher: IEEE Inc., ISSN: 2168-2267, Ack.: IITP-2021-0-01341 (Prof. J. Paik), JCYJ20220810112354002 (Prof. Y. Zhou) |
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Wangduk Seo Jaegyun Park Sanghyuck Lee A-Seong Moon Dae-Won Kim Jaesung Lee Memetic Multilabel Feature Selection using Pruned Refinement Process Journal of Big Data Link 11(108):1-28, 6 August 2024 Publisher: Springer Nature, ISSN: 2196-1115, Ack.: IITP-2021-0-01341 (Prof. J. Paik), NRF-2020R1A2C101357511 (Prof. D.-W. Kim) |
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Sanghyuck Lee Mohd Asyraf Zulkifley Jeong Kyu Lee Jaesung Lee Neural Network-based Pipeline with High-Resolution Feature Enhancement and Low-Resolution Feature Preservation for Automated Treatment Decision of Graves' Orbitopathy Patients IEEE Access Link 12(1):98426-98435, 24 July 2024 Publisher: IEEE Inc., ISSN: 2169-3536, Ack.: IITP-2021-0-01341 (Prof. J. Paik), NRF-2021R1A2C1011351 (Prof. J. K. Lee), CAU-RS-2023 (Prof. J. Lee) |
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Wangduk Seo Jaesung Lee Unsupervised Feature Selection towards Pattern Discrimination Power 40th Conference on Uncertainty in Artificial Intelligence BKCSA 3 Link 15-19 July 2024, Barcelona, Spain Publisher: Association of UAI, ISSN: None, Ack: IITP-2021-0-01341 (Prof. J. Paik) |
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Sujeong Han Jeong Kyu Lee Daewon Lee Jaesung Lee Automated Eyeball Volume Measurement based on CT Images Using Neural Network-based Segmentation and Simple Estimation Scientific Reports Link 14(15094):1-11, 2 July 2024 Publisher: Nature Portfolio, ISSN: 2045-2322, Ack: IITP-2021-0-01341 (Prof. J. Paik), NRF-2021R1A2C1011351 (Prof. J. K. Lee), CAU-GRS-2023 (Prof. J. Lee) |
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Akhyar Akhyar Mohd Asyraf Zulkifley Jaesung Lee Taekyung Song Jaeho Han Chanhee Cho Seunghyun Hyun Youngdoo Son Byung-Woo Hong Deep Semantic Segmentation Applications for Natural Disaster Detections: A Methodological Review Ecological Indicators Link 163(112067):1-19, 6 May 2024 Publisher: Elsevier B.V., ISSN: 1470-160X, Ack.: EBC-K-KK-2022-026 (Prof. M. A. Zulkifley) |
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Sanghyuck Lee Jeong Kyu Lee Jaesung Lee Multihead Neural Network for Multiple Segmented Images-based Diagnosis of Thyroid-associated Orbitopathy Activity IEEE Access Link 12(1):43862-43873, 20 March 2024 Publisher: IEEE Inc., ISSN: 2169-3536, Ack.: IITP-2021-0-01341 (Prof. J. Paik), NRF-2021R1A2C1011351 (Prof. J. K. Lee) |
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Won-Seon Lim Yu Zhou Dae-Won Kim Jaesung Lee MixER: Mixup-based Experience Replay for Online Class-Incremental Learning IEEE Access Link 12(1):41801-41814, 18 March 2024 Publisher: IEEE Inc., ISSN: 2169-3536, Ack.: IITP-2021-0-01341 (Prof. J. Paik), NRF-2023R1A2C1006745 (Prof. D.-W. Kim), JCYJ20220810112354002 (Prof. Y. Zhou) |
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Sanghyeong Jin Jaesung Lee Effective Music Skip Prediction based on Late Fusion Architecture for User-Interaction Noise Expert Systems with Applications Link 238(122098):1-18, 15 March 2024 Publisher: Elsevier Ltd, ISSN: 0957-4174, Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Yoonsoo Nam Taekyung Song Jaesung Lee Jeong Kyu Lee Development of a neural network-based automated eyelid measurement system Scientific Reports Link 14(1202):1-9, 12 January 2024 Publisher: Nature Portfolio, ISSN: 2045-2322, Ack.: IITP-2021-0-01341 (Prof. J. Paik), NRF-2021R1A2C1011351 (Prof. J. K. Lee) |
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Wangduk Seo Sung-hyun cho Paweł Teisseyre Jaesung Lee A Short Survey and Comparison of CNN-based Music Genre Classification using Multiple Spectral Features IEEE Access Link 12(1):245-257, 3 January 2024 Publisher: IEEE Inc., ISSN: 2169-3536, Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Jin Ho Choi Jaesung Lee Sang Hyub Lee Sanghyuck Lee A-Seong Moon Sung-Hyun Cho Joo Seong Kim In Rae Cho Woo Hyun Paik Ji Kon Ryu Yong-Tae Kim Analysis of ultrasonographic images using a deep learning-based model as ancillary diagnostic tool for diagnosing gallbladder polyps Digestive and Liver Disease Link 55(12):1705-1711, 1 December 2023 Publisher: Elsevier Science Inc., ISSN: 1590-8658, Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Geonil Yun Yongjae Lee A-Seong Moon Jaesung Lee Hypert: Hypernymy-aware BERT with Hearst Pattern Exploitation for Hypernym Discovery Journal of Big Data Link Code 10(141):1-30, 12 September 2023 Publisher: Springer Nature, ISSN: 2196-1115, Ack.: IITP-2021-0-01341 (Prof. J. Paik), ETRI-2021-0-00766 (Dr. C.-S. Cho) |
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Jaegyun Park Won-Seon Lim Dae-Won Kim Jaesung Lee GTSNet: Flexible Architecture under Budget Constraint for Real-Time Human Activity Recognition from Wearable Sensor Engineering Applications of Artificial Intelligence Link Code 124(106543):1-13, 1 September 2023 Publisher: Elsevier Ltd., ISSN: 0952-1976, Ack.: IITP-2021-0-01341 (Prof. J. Paik), NRF-2023R1A2C1006745 (Prof. D.-W. Kim) |
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Tomasz Klonecki Paweł Teisseyre Jaesung Lee Cost-constrained feature selection in multilabel classification using an information-theoretic approach Pattern Recognition Link Code 141(109605):1-18, 1 September 2023 Publisher: Elsevier Ltd., ISSN: 0031-3203, Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Jaesung Lee Sanghyuck Lee Won Jun Lee Nam Ju Moon Jeong Kyu Lee Neural Network Application for Assessing Thyroid-Associated Orbitopathy Activity using Orbital Computed Tomography Scientific Reports Link 13(13018):1-9, 10 August 2023 Publisher: Nature Portfolio, ISSN: 2045-2322, Ack.: IITP-2021-0-01341 (Prof. J. Paik), NRF-2021R1A2C1011351 (Prof. J. K. Lee) |
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Won-Seon Lim Wangduk Seo Dae-Won Kim Jaesung Lee Efficient Human Activity Recognition Using Lookup Table-Based Neural Architecture Search for Mobile Devices IEEE Access Link 11(1):71727-71738, 12 July 2023 Publisher: IEEE Inc., ISSN: 2169-3536, Ack.: ETRI-2021-0-00766 (Dr. C.-S. Cho), CAU-GRS-2022 (Prof. D.-W. Kim) |
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Seung Hyeun Lee Sanghyuck Lee Jaesung Lee Jeong Kyu Lee Nam Ju Moon Effective encoder-decoder neural network for segmentation of orbital tissue in computed tomography images of Graves’ orbitopathy patients PLoS One Link 18(5):1-13, 10 May 2023 Publisher: Public Library of Science, ISSN: 1932-6203, Ack.: IITP-2021-0-01341 (Prof. J. Paik), NRF-2021R1A2C1011351 (Prof. J. K. Lee) |
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Paweł Teisseyre Jaesung Lee Multilabel All-relevant Feature Selection using Lower Bounds of Conditional Mutual Information Expert Systems with Applications Link 216(119436):1-19, 15 April 2023 Publisher: Elsevier Ltd, ISSN: 0957-4174, Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Tae-Won Lee Paweł Teisseyre Jaesung Lee Effective Exploitation of Macroeconomic Indicators for Stock Direction Classification using the Multimodal Fusion Transformer IEEE Access Link 11(1):10275-10287, 21 January 2023 Publisher: IEEE Inc., ISSN: 2169-3536, Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Wangduk Seo Jaegyun Park Won-Seon Lim Dae-Won Kim Jaesung Lee Achieving an Optimal Group Structure in a Neural Architecture Search Electronics Letters Link 58(19):732-733, 6 September 2022 Publisher: Inst. Engineering Technology, ISSN: 0013-5194, Ack.: IITP-2021-0-01341 (Prof. J. Paik), NRF-2020R1A2C101357511 (Prof. D.-W. Kim) |
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Wangduk Seo Minwoo Park Dae-Won Kim Jaesung Lee Effective Memetic Algorithm for Feature Selection using Hybridization-based Communication Expert Systems with Applications Link 201(117064):1-11, 1 September 2022 Publisher: Elsevier Ltd, ISSN: 0957-4174, Ack.: IITP-2021-0-01341 (Prof. J. Paik), NRF-2020R1A2C101357511 (Prof. D.-W. Kim) |
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Jaesung Lee Wangduk Seo Jaegyun Park Won-Seon Lim Ja Young Oh Nam Ju Moon Jeong Kyu Lee Neural Network-based Method for Diagnosing Graves’ Orbitopathy using Orbital Computed Tomography Scientific Reports Link 12(12071):1-11, 15 July 2022 Publisher: Nature Portfolio, ISSN: 2045-2322, Ack.: NRF-2017R1D1A1A09082089 (Prof. J.K. Lee) |
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Jaegyun Park Won-Seon Lim Dae-Won Kim Jaesung Lee Multi-Temporal Sampling Module for Real-Time Human Activity Recognition IEEE Access Link 10(1):54507-54515, 20 May 2022 Publisher: IEEE Inc., ISSN: 2169-3536, Ack.: CAU-RG (Prof. D.-W. Kim), NRF-2020R1A2C101357511 (Prof. D.-W. Kim) |
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Jonghoon Chae Sung-Hyun Cho Jaegyun Park Dae-Won Kim Jaesung Lee Toward a Fair Evaluation and Analysis of Feature Selection for Music Tag Classification IEEE Access Link 9(1):147717-147731, 8 November 2021 Publisher: IEEE Inc., ISSN: 2169-3536, Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Jinhyuk Jo Song Ko Dae-Won Kim Jaesung Lee Effective Computer-Assisted Pronunciation Training Based on Phone-Sensitive Word Recommendation Concurrency and Computation: Practice and Experience Link 33(2):1-9(e5151), 25 January 2021 Publisher: Wiley, ISSN: 1532-0626, Ack.: NRF-2016R1C1B1014774 (Prof. J. Lee), NRF-2018R1D1A1B07050303 (Dr. S. Ko) |
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Jaegyun Park Minwoo Park Dae-Won Kim Jaesung Lee Multi-population Genetic Algorithm for Multilabel Feature Selection based on Label Complementary Communication Entropy Link 22(8.876):1-19, 10 August 2020 Publisher: MDPI AG, ISSN: 1099-4300, Ack.: NRF-2019R1C1C1008404 (Prof. J. Lee), CAU-RAA-2020 (Prof. D.-W. Kim) |
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Hae-Cheon Kim Jin-Hyeong Park Dae-Won Kim Jaesung Lee Multilabel Naive Bayes Classification Considering Label Dependence Pattern Recognition Letters Link 136(1):279-285, 1 August 2020 Publisher: Elsevier B.V., ISSN: 0167-8655, Ack.: NRF-2019R1C1C1008404 (Prof. J. Lee) |
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Wangduk Seo Dae-Won Kim Jaesung Lee Generalized Information-theoretic Criterion for Multi-label Feature Selection IEEE Access Link 7(1):122854-122863, 12 September 2019 Publisher: IEEE Inc., ISSN: 2169-3536, Ack.: NRF-2019R1C1C1008404 (Prof. J. Lee), CAU-GRS-2019 (Prof. D.-W. Kim) |
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Jaesung Lee Jaegyun Park Hae-Cheon Kim Dae-Won Kim Competitive Particle Swarm Optimization for Multi-Category Text Feature Selection Entropy Link 21(6.602):1-23, 18 June 2019 Publisher: MDPI AG, ISSN: 1099-4300, Ack.: NRF-2019R1C1C1008404 (Prof. J. Lee), CAU-GRS-2018 (Prof. J. Lee) |
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Jaesung Lee Injun Yu Jaegyun Park Dae-Won Kim Memetic Feature Selection for Multilabel Text Categorization using Label Frequency Difference Information Sciences Link 485(1):263-280, 1 June 2019 Publisher: Elsevier Inc., ISSN: 0020-0255, Ack.: NRF-2016R1C1B1014774 (Prof. J. Lee), NRF-2017R1D1A1B03031957 (Prof. D.-W. Kim) |
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Jaesung Lee Wangduk Seo Jin-Hyeong Park Dae-Won Kim Compact Feature Subset-based Multi-label Music Categorization for Mobile Devices Multimedia Tools and Applications Link 78(4):4869-4883, 1 February 2019 Publisher: Springer, ISSN: 1380-7501, Ack.: NRF-2016R1C1B1014774 (Prof. J. Lee), CAU-RAA-2018 (Prof. J. Lee) |
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Jaesung Lee Dae-Won Kim Scalable Multilabel Learning Based on Feature and Label Dimensionality Reduction Complexity Link 2018(6292143):1-15, 24 September 2018 Publisher: Wiley, ISSN: 1076-2787, Ack.: NRF-2016R1C1B1014774 (Prof. J. Lee) |
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Jaesung Lee Wangduk Seo Ho Han Dae-Won Kim Evolutionary Multilabel Feature Selection Using Promising Feature Subset Generation Journal of Sensors Link 2018(3419213):1-12, 18 September 2018 Publisher: Hindawi Ltd., ISSN: 1687-725X, Ack.: NRF-2016R1C1B1014774 (Prof. J. Lee) |
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Miao Xu Jaesung Lee Bo-Yeong Kang Scalable Coverage Path Planning for Cleaning Robots using Rectangular Map Decomposition on Large Environments IEEE Access Link 6(1):38200-38215, 30 July 2018 Publisher: IEEE Inc., ISSN: 2169-3536, Ack.: NRF-2016R1A2B4006873 (Prof. B.-Y. Kang) |
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Jaesung Lee Wangduk Seo Dae-Won Kim Effective Evolutionary Multilabel Feature Selection under a Budget Constraint Complexity Link 2018(3241489):1-14, 7 March 2018 Publisher: Wiley, ISSN: 1076-2787, Ack.: NRF-2016R1C1B1014774 (Prof. J. Lee) |
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Jaesung Lee Wangduk Seo Dae-Won Kim Efficient Information-theoretic Unsupervised Feature Selection Electronics Letters Link 54(2):76-77, 25 January 2018 Publisher: Inst. Engineering Technology, ISSN: 0013-5194, Ack.: NRF-2016R1C1B1014774 (Prof. J. Lee), CAU-GRS-2017 (Prof. D.-W. Kim) |
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Jaesung Lee Dae-Won Kim SCLS: Multi-label Feature Selection based on Scalable Criterion for Large Label Set Pattern Recognition Link Code 66(1):342-352, 1 June 2017 Publisher: Elsevier Ltd., ISSN: 0031-3203, Ack.: NRF-2016R1C1B1014774 (Prof. J. Lee) |
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Hyunki Lim Jaesung Lee Dae-Won Kim Optimization approach for feature selection in multi-label classification Pattern Recognition Letters Link 89(1):25-30, 1 April 2017 Publisher: Elsevier B.V., ISSN: 0167-8655, Ack.: MCST-KOCCA-CT2017 (Prof. K. Yoon) |
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Jaesung Lee Chang-Ha Lee Dae-Won Kim Bo-Yeong Kang Smartphone-Assisted Pronunciation Learning Technique for Ambient Intelligence IEEE Access Link 5(1):312-325, 25 February 2017 Publisher: IEEE Inc., ISSN: 2169-3536, Ack.: NRF-2016R1A2B4006873 (Prof. B.-Y. Kang) |
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Jaesung Lee Jonghoon Chae Dae-Won Kim Effective Music Searching Approach based on Tag-Combination by exploiting Prototypical Acoustic Content Multimedia Tools and Applications Link 76(4):6065-6077, 15 February 2017 Publisher: Springer, ISSN: 1380-7501, Ack.: MCST-KOCCA-CT2016 (Prof. K. Yoon) |
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Jaesung Lee Dae-Won Kim Efficient Multi-label Feature Selection using Entropy-based Label Selection Entropy Link 18(11.405):1-26, 15 November 2016 Publisher: MDPI AG, ISSN: 1099-4300, Ack.: MCST-KOCCA-CT2016 (Prof. K. Yoon) |
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Hyunki Lim Jaesung Lee Dae-Won Kim Accelerating Multi-label Feature Selection based on Low-Rank Approximation IEICE Transactions on Information and Systems Link E99-D(5):1396-1399, 1 May 2016 Publisher: Maruzen Co., Ltd., ISSN: 0916-8532, Ack.: MCST-KOCCA-CT2015 (Prof. K. Yoon) |
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Jaesung Lee Dae-Won Kim An Effective Initialization Method for Genetic Algorithm-based Robot Path Planning using a Directed Acyclic Graph Information Sciences Link Code 332(1):1-18, 1 March 2016 Publisher: Elsevier Inc., ISSN: 0020-0255, Ack.: NRF-2014R1A1A2059032 (Prof. J. Lee) |
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Jaesung Lee Dae-Won Kim Fast Multi-label Feature Selection based on Information-theoretic Feature Ranking Pattern Recognition Link Code 48(9):2761-2771, 1 September 2015 Publisher: Elsevier Ltd., ISSN: 0031-3203, Ack.: NRF-2013R1A1A2A10005255 (Prof. D.-W. Kim) |
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Jaesung Lee Dae-Won Kim Mutual Information-based Multi-label Feature Selection using Interaction Information Expert Systems with Applications Link Code 42(4):2013-2025, 1 March 2015 Publisher: Elsevier Ltd, ISSN: 0957-4174, Ack.: NRF-2013R1A1A2A10005255 (Prof. D.-W. Kim) |
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Jaesung Lee Dae-Won Kim Memetic Feature Selection Algorithm for Multi-label Classification Information Sciences Link Code 293(1):80-96, 1 February 2015 Publisher: Elsevier Inc., ISSN: 0020-0255, Ack.: NRF-2013R1A1A2A10005255 (Prof. D.-W. Kim) |
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Hyunki Lim Jaesung Lee Dae-Won Kim Multi-label Learning using Mathematical Programming IEICE Transactions on Information and Systems Link E98-D(1):197-200, 1 January 2015 Publisher: Maruzen Co., Ltd., ISSN: 0916-8532, Ack.: MCST-KOCCA-CT2014 (Prof. K. Yoon) |
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Bo-Yeong Kang Miao Xu Jaesung Lee Dae-Won Kim ROBIL: Robot Path Planning Based on PBIL Algorithm International Journal of Advanced Robotics Systems Link 11(147):1-14, 15 September 2014 Publisher: InTech Europe, ISSN: 1729-8806, Ack.: NRF-2012R1A1A1001969 (Prof. B.-Y. Kang) |
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Dae-Won Kim Jaesung Lee Hyunki Lim Jeongbong Seo Bo-Yeong Kang Efficient Dynamic Time Warping for 3D Handwriting Recognition using Gyroscope equipped Smartphones Expert Systems with Applications Link 41(11):5180-5189, 1 September 2014 Publisher: Elsevier Ltd, ISSN: 0957-4174, Ack.: NRF-2013R1A1A2A10005255 (Prof. D.-W. Kim), CAU-RSG-2012 (CAU) |
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Jaesung Lee Bo-Yeong Kang Dae-Won Kim Fast Genetic Algorithm for Robot Path Planning Electronics Letters Link 49(23):1449-1451, 7 November 2013 Publisher: Inst. Engineering Technology, ISSN: 0013-5194, Ack.: NRF-2013R1A1A2A10005255 (Prof. D.-W. Kim), KNU-RSG-2012 (Prof. B.-Y. Kang) |
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Jaesung Lee Dae-Won Kim Feature Selection for Multi-label Classification using Multivariate Mutual Information Pattern Recognition Letters Link Code 34(3):349-357, 1 February 2013 Publisher: Elsevier B.V., ISSN: 0167-8655, Ack.: NRF-2012-0001772 (Prof. D.-W. Kim) |
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Jaesung Lee Hyunki Lim Dae-Won Kim Approximating Mutual Information for Multi-label Feature Selection Electronics Letters Link Code 48(15):929-930, 17 July 2012 Publisher: Inst. Engineering Technology, ISSN: 0013-5194, Ack.: NRF-2011-0004113 (Prof. D.-W. Kim) |
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Jaesung Lee Dae-Won Kim Efficient Multivariate Feature Filter using Conditional Mutual Information Electronics Letters Link Code 48(3):161-162, 2 February 2012 Publisher: Inst. Engineering Technology, ISSN: 0013-5194, Ack.: CAU-RSG-2008 (Prof. D.-W. Kim) |
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Jaesung Lee Dae-Won Kim Classifying Categorical Data Based on Adoptive Hamming Distance IEICE Transactions on Information and Systems Link E93-D(1):189-192, 1 January 2010 Publisher: Maruzen Co., Ltd., ISSN: 0916-8532, Ack.: CAU-RSG-2009 (Prof. D.-W. Kim) |
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A-Seong Moon Jung Kyu Lee Jaesung Lee Three-dimensional Convolutional Neural Network with Channel Compression Module for Efficient Diagnosis of Thyroid-Associated Orbitopathy Link Multimedia Tools and Applications, 85(609):1-27, 10 July 2026 Publisher: Springer, ISSN: 1573-7721, Ack: IITP-2021-0-01341 (Prof. B.-W. Hong), RS-2026-25546026 (Prof. D.-H. Jung) |
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Sanghyuck Lee Min-Gi Kim Haesung Oh Jung Kyu Lee Jaesung Lee Alleviating Low-Level information Loss in Multi-Scale Blocks for effective posterior extraocular muscles segmentation Link IEEE Transactions on Radiation and Plasma Medical Sciences,10(4):474-491, 1 April 2026 Publisher: IEEE Inc, ISSN: 2469-7311, Ack.: RS-2021-II211341 (Prof. J. Paik) |
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Tomasz Klonecki Pawel Teisseyre Jaesung Lee Cost-Constrained Multi-label Group Feature Selection Using Shadow Features Link Lecture Notes in Networks and Systems, 1599(1):3-16, 2 January 2026 6th Polish Conference on Artificial Intelligence (PP-RAI), Katowice, Poland, 7-9 April 2025 Publisher: Springer Cham, ISSN: 2367-3370, Ack.: None |
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Ye-Chan Park Hanyong Lee Jaesung Lee Scaling Up: Analyzing Classification Outcomes in Large Korean Legal Document Datasets Link Jahr-European Journal of Bioethics, 15(2):527-541, 8 March 2025 Publisher: University of Rijeka, Faculty of Medicine, ISSN: 1847-6376, Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Ye-Chan Park Jaesung Lee Test Reliability in Case Law by Analysis of Korean Precedent Judgment Criteria on the Degree of Assault and Intimidation Link Jahr-European Journal of Bioethics, 14(2):403-428, 14 Feburary 2024 Publisher: University of Rijeka, Faculty of Medicine, ISSN: 1847-6376, Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Wangduk Seo Sanghyun Seo Jaesung Lee Toward Accurate Music Classification Using Local Set-based Multi-label Prototype Selection Link International Journal of Engineering & Technology, 7(4.39):52-55, 13 December 2018 Publisher: Publishing Corporation Inc, ISSN: 2227-524X, Ack.: NRF-2017S1A6A3A01078538 (Prof. C.-K. Lee) |
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| Jaesung Lee Jihae Yoon Seongwon Lee Dae-Won Kim Supervised Music Summarization for Human-Intuitive Highlight Identification Link International Journal of Machine Learning and Computing (ICMLC-2016), 6(1):15-20, 1 February 2016 Publisher: IACSIT Press, ISSN: 2010-3700, Ack.: NRF-2014R1A1A2059032 (Prof. D.-W. Kim) |
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| Hyunki Lim Jaesung Lee Dae-Won Kim Low-rank Approximation for Multi-label Feature Selection Link International Journal of Machine Learning and Computing (ICMLC-2016), 6(1):42-46, 1 February 2016 Publisher: IACSIT Press, ISSN: 2010-3700, Ack.: MCST-KOCCA-CT2015 (Prof. K. Yoon) |
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| Jaesung Lee Dae-Won Kim Ranking Tag Pairs for Music Recommendation using Acoustic Similarity Link International Journal of Fuzzy Logic and Intelligent Systems, 15(3):159-165, 1 September 2015 Publisher: 한국지능시스템학회, ISSN: 1598-2645, Ack.: MCST-KOCCA-CT2015 (Prof. K. Yoon) |
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| Jaesung Lee Jinhyuk Jo Hyunki Lim Jong-Hoon Chae Sang-Uk Lee Dae-Won Kim Investigating Relation of Music Data: Emotion, Audio Signals Link Lecture Notes in Electrical Engineering (CSA-2014), 330(1):251-256, 1 January 2015 Publisher: Springer Verlag, ISSN: 1876-1100, Ack.: MCST-KOCCA-CT2014 (Prof. K. Yoon) |
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| Hyunki Lim Jaesung Lee Dae-Won Kim Approximating Dependency for Efficient Multi-label Feature Selection Link Lecture Notes in Electrical Engineering (CSA-2014), 330(1):245-250, 1 January 2015 Publisher: Springer Verlag, ISSN: 1876-1100, Ack.: MCST-KOCCA-CT2014 (Prof. K. Yoon) |
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| Jaesung Lee Jinhyuk Jo Jae-Joon Lee Dae-Won Kim SYMMER: A Systematic Approach to Multiple Musical Emotion Recognition Link International Journal of Fuzzy Logic and Intelligent Systems, 11(2):124-128, 1 June 2011 Publisher: 한국지능시스템학회, ISSN: 1598-2645, Ack.: NRF-2010-0012885 (Prof. D.-W. Kim) |
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Gyu-Il Kim Dae-Won Kim Jaesung Lee On Evaluation of Unsupervised Feature Selection for Pattern Classification 39th Annual Conference on Neural Information Processing Systems in Europe (EurIPS 2025) Workshop, Copenhagen, Denmark, 2-7 December 2025 AIDT@EurIPS: AI for Tabular Data, Ack: IITP-2021-0-01341 (Prof. J. Paik) |
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Haesung Oh Jaesung Lee Polyp Segmentation Using Wavelet-Based Cross-Band Integration for Enhanced Boundary Representation 39th Annual Conference on Neural Information Processing Systems in Europe (EurIPS 2025) Workshop, Copenhagen, Denmark, 2-7 December 2025 MedEurIPS: Medical Imagine Meets EurIPS, Ack: IITP-2021-0-01341 (Prof. J. Paik) |
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Sujeong Han Jaesung Lee Trustworthy Segmentation-Centered AI Pipeline for Scalable Global Biodiversity Monitoring from Herbarium Image Archives 39th Annual Conference on Neural Information Processing Systems in Europe (EurIPS 2025) Workshop, Copenhagen, Denmark, 2-7 December 2025 ELLIS UnConference: AI for Earth and Climate Sciences, Ack: IITP-2021-0-01341 (Prof. J. Paik) |
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Hyeonji Moon Su-Jeong Han Jaesung Lee Sangtae Kim Development of an AI-powered herbarium image pre-identification system in Violaceae: focusing on Korean species The 11th International Conference on Education in Boatanic Gardens, Seoul, Korea, 9-12 June 2025 Ack.: None |
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Dahyun Song Jaesung Lee Briefing of Text-To-Speech Trends Toward Zero-Shot Multi-Speaker Synthesis The 43rd IEEE Int. Conf. On Consumer Electronics (ICCE 2025), Las Vegas, USA, 11-14 January 2025 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Ye-Chan Park Jeongwon Lee Jaesung Lee Justice AI: Implementation and Evaluation of Legal Case Retrieval AI Using Dense Passage Retrieval The 43rd IEEE Int. Conf. On Consumer Electronics (ICCE 2025), Las Vegas, USA, 11-14 January 2025 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Seung-Yeon Jeong Donghee Kim A-Seong Moon Jaesung Lee A Crux on Audio-Visual Emotion Recognition in the Wild with Fusion Methods The 43rd IEEE Int. Conf. On Consumer Electronics (ICCE 2025), Las Vegas, USA, 11-14 January 2025 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Kyu-Min Kim Hanyong Lee Jaesung Lee GoodGPT: Counseling-Chat The 43rd IEEE Int. Conf. On Consumer Electronics (ICCE 2025), Las Vegas, USA, 11-14 January 2025 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Haesung Oh Sujeong Han Jaesung Lee A Crux on Deep Clustering Neural Networks for Medical Image Classification The 43rd IEEE Int. Conf. On Consumer Electronics (ICCE 2025), Las Vegas, USA, 11-14 January 2025 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Sanghyuck Lee Timur Khairulov Jaesung Lee Diffusion Model-Based Generative Pipeline for Children Song Video The 43rd IEEE Int. Conf. On Consumer Electronics (ICCE 2025), Las Vegas, USA, 11-14 January 2025 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Min-Kyung Sung Chaewoon Kim Jaesung Lee Automatic Playlist Generation: A Comprehensive Crux of a Methodology for Technology Trend The 43rd IEEE Int. Conf. On Consumer Electronics (ICCE 2025), Las Vegas, USA, 11-14 January 2025 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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So-Jeong Kim A-Seong Moon Min-Gi Kim Jaesung Lee A Study of Style Transfer based on Text-to-Image Diffusion Models The 43rd IEEE Int. Conf. On Consumer Electronics (ICCE 2025), Las Vegas, USA, 11-14 January 2025 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Hyeonji Moon Su-Jeong Han Jaesung Lee Sangtae Kim Development of an AI-powered herbarium image pre-identification system in Violaceae: focusing on Korean species Link 20th International Botanical Congress, Madrid, Spain, 21-27, July 2024 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Chaelyn Lee Hanyong Lee Kyu-Min Kim So-Jeong Kim Jaesung Lee An Efficient Fine-Tuning of Generative Language Model for Aspect-Based Sentiment Analysis The 42nd IEEE Int. Conf. On Consumer Electronics (ICCE 2024), Las Vegas, USA, 5-8 January 2024 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Heon-Sung Park Jaegyun Park Daewon Kim Jaesung Lee CGRS: Continual Gesture Recognition System The 42nd IEEE Int. Conf. On Consumer Electronics (ICCE 2024), Las Vegas, USA, 5-8 January 2024 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Sanghyuck Lee Taekyung Song Min-Gi Kim Dahyun Song Sang-Keun Park Jaesung Lee A Simple Localization and Classification Framework Based on Template Matching and Self-Attention for TAO Treatment Diagnosis The 42nd IEEE Int. Conf. On Consumer Electronics (ICCE 2024), Las Vegas, USA, 5-8 January 2024 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Haesung Oh Su-Jeong Han Jaesung Lee Estimation of Continuous Arterial Blood Pressure Waveform from Photoplethysmogram The 42nd IEEE Int. Conf. On Consumer Electronics (ICCE 2024), Las Vegas, USA, 5-8 January 2024 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Tomasz Klonecki Paweł Teisseyre Jaesung Lee Cost-constrained Group Feature Selection using Information Theory Link 20th International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2023), Umea, Sweden, 19-22 June 2023 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Hye-Jin Baek Jaesung Lee Performance Analysis of Missing Value Imputation for Tabular Data International Conference on Electronics, Information, and Communication (ICEIC 2023), Singapore, Singapore, 5-7 February 2023 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Chaelyn Lee Jaesung Lee A Crux on Current Neural Collaborative Filtering Methods International Conference on Electronics, Information, and Communication (ICEIC 2023), Singapore, Singapore, 5-7 February 2023 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Sang-Hyeong Jin Jaesung Lee Employing Multi-branch Convolution Structure in 1D ResNet for Music Skip Prediction International Conference on Electronics, Information, and Communication (ICEIC 2023), Singapore, Singapore, 5-7 February 2023 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Haesung Oh Jaesung Lee A Study on Reconstruction Arterial Blood Pressure for Estimating Blood Pressure using Photoplethysmography International Conference on Electronics, Information, and Communication (ICEIC 2023), Singapore, Singapore, 5-7 February 2023 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Taekyung Song Jaesung Lee Effective Eyelid Length Measurement Using Semantic Segmentation International Conference on Electronics, Information, and Communication (ICEIC 2023), Singapore, Singapore, 5-7 February 2023 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Hanyong Lee Jaesung Lee Exploitation of Character-Wise Language Model for Recovering Adversarial Text International Conference on Electronics, Information, and Communication (ICEIC 2023), Singapore, Singapore, 5-7 February 2023 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Su-Jeong Han Jaesung Lee Comparison of Semantic Segmentation Models for Medial Rectus Muscle in Computed Tomography Images International Conference on Electronics, Information, and Communication (ICEIC 2023), Singapore, Singapore, 5-7 February 2023 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Geonil Yun Jaesung Lee Improved Phrase Embedding for Hypernym Relation Discovery International Conference on Electronics, Information, and Communication (ICEIC 2023), Singapore, Singapore, 5-7 February 2023 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Tae-Won Lee Jaesung Lee Analysis on data fusion method for stock direction prediction International Conference on Electronics, Information, and Communication (ICEIC 2023), Singapore, Singapore, 5-7 February 2023 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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A-Seong Moon Jaesung Lee Reducing Computational Cost of Neural Network for TAO Activity Diagnosis International Conference on Electronics, Information, and Communication (ICEIC 2023), Singapore, Singapore, 5-7 February 2023 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Sanghyuck Lee Jaesung Lee Pipeline Selection through Differentiable Architecture Search for Computer-aided Diagnosis International Conference on Electronics, Information, and Communication (ICEIC 2023), Singapore, Singapore, 5-7 February 2023 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Jin Ho Choi Jaesung Lee Sang Hyub Lee Sanghyuck Lee A-Seong Moon Sung-Hyun Cho Joo Seong Kim In Rae Cho Woo Hyun Paik Ji Kon Ryu Yong-Tae Kim Deep-learning Based Ultrasound Sonographic Image Analysis Model as Ancillary Diagnostic Tool for Gallbladder Polyps The 6th Korea Digestive Disease Week (KDDW 2022), Incheon, Korea, 1-3 December 2022 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Sung-Hyun Cho Ye-Chan Park Jaesung Lee Effective Music Genre Classification using Late Fusion Convolutional Neural Network with Multiple Spectral Features The 7th Int. Conf. On Consumer Electronics Asia (IEEE/IEIE ICCE-Asia 2022), Yeosu, Korea, 26-28 October 2022 Ack.: MSIT-SW20170001000061001 (Prof. J. Paik) |
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Sanghyuck Lee Yechan Park Jaesung Lee Multi Head Network for Effective Multiple Image Processing in the Medical Field The 7th Int. Conf. On Consumer Electronics Asia (IEEE/IEIE ICCE-Asia 2022), Yeosu, Korea, 26-28 October 2022 Ack.: MSIT-SW20170001000061001 (Prof. J. Paik) |
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| A-Seong Moon
Sanghyuck Lee Sung-Hyun Cho
Tae-Won Lee Hanyong Lee
Jaesung Lee
An Efficient Neural Network based on Early Compression of Sparse CT Slice Images Link 2021 Int. Conf. on Platform Technology and Service (PlatCon 2021), Jeju, Korea, 23-25 August 2021 Ack.: MSIT-SW20170001000051001 (Prof. J. Paik) |
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| Jaegyun Park A-Seong Moon Dae-Won Kim Jaesung Lee A Neural Network for CT Images Analysis based on Channel Squeezing The 35th Int. Conf. on Information Networking (IEEE ICOIN 2021), Jeju, Korea, 13-16 January 2021 Ack.: KIAT-P0012724 (Prof. M. Kim) |
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| Jaegyun Park Sanghyuck Lee Dae-Won Kim Jaesung Lee An Adaptation of Bayesian Theorem for Passenger Destination Estimation The 35th Int. Conf. on Information Networking (IEEE ICOIN 2021), Jeju, Korea, 13-16 January 2021 Ack.: KIAT-P0012724 (Prof. M. Kim) |
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| Jaegyun Park Heon-Sung Park Dae-Won Kim Jaesung Lee Mixed Depthwise Convolutional Neural Networks for Effective Information Multiplexing The 35th Int. Conf. on Information Networking (IEEE ICOIN 2021), Jeju, Korea, 13-16 January 2021 Ack.: KIAT-P0012724 (Prof. M. Kim) |
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| Jin-Hyeong Park Jaesung Lee Multi Population Memetic Search for Effective Multi-label Feature Selection 2019 Int. Conf. on Platform Technology and Service, Jeju, Korea, 28-30 January 2019 Ack.: NRF-2016R1C1B1014774 (Prof. J. Lee) |
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| Han Ho Jaesung Lee Computer-Assisted Pronunciation Training for Correcting Vague Pronunciation 2019 Int. Conf. on Platform Technology and Service, Jeju, Korea, 28-30 January 2019 Ack.: NRF-2016R1C1B1014774 (Prof. J. Lee) |
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| Wangduk Seo Ho Han Dae-Won Kim Jaesung Lee Explosive Reproduction-based Memetic Search for Effective Multi-label Feature Selection 2018 IEEE Int. Conf. on Applied System Innovation (IEEE ICASI 2018), Tokyo, Japan, 13-17 April 2018 Ack.: NRF-2016R1C1B1014774 (Prof. J. Lee) |
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| Jinhyuk Jo Injun Yu Dae-Won Kim Jaesung Lee Rapid Progress in English Pronunciation using Phoneme Sequence Correction 2018 IEEE Int. Conf. on Applied System Innovation (IEEE ICASI 2018), Tokyo, Japan, 13-17 April 2018 Ack.: NRF-2016R1C1B1014774 (Prof. J. Lee) |
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| Wangduk Seo Sanghyun Seo Sang Oh Park Mucheol Kim Jaesung Lee Toward Accurate Music Classification using Local Set-based Multi-label Prototype Selection Int. Conf. on Next-generation Convergence Technology (ICNCT 2018), Bangkok, Thailand, 8-11 January 2018 Ack.: NRF-2016R1C1B1014774 (Prof. J. Lee) |
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| Jaesung Lee Jihae Yoon Seongwon Lee Dae-Won Kim Supervised Music Summarization for Human-Intuitive Highlight Identification 2016 8th Int. Conf. on Machine Learning and Computing (ICMLC-2016), Hong Kong, China, 22-23 February 2016 Ack.: NRF-2014R1A1A2059032 (Prof. J. Lee) |
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| Hyunki Lim Jaesung Lee Dae-Won Kim Low-rank Approximation for Multi-label Feature Selection 2016 8th Int. Conf. on Machine Learning and Computing (ICMLC-2016), Hong Kong, China, 22-23 February 2016 Ack.: MCST-KOCCA-CT2015 (Prof. K. Yoon) |
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| Jaesung Lee Dae-Won Kim Music Categorization from Incomplete Social Tags The 2015 Int. Conf. on Advanced Computing and Services (ACS-2015), Jeju Island, Korea, 24-26 February 2015 Ack.: MCST-KOCCA-CT2014 (Prof. K. Yoon) |
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| Bo-Yeong Kang Jaesung Lee Dae-Won Kim Filter versus Wrapper Approaches: Predictor Selection of Medication Adherence in Chronic Diseases The 2015 Int. Conf. on Advanced Computing and Services (ACS-2015), Jeju Island, Korea, 24-26 February 2015 Ack.: NRF-2013R1A1A2A10005255 (Prof. D.-W. Kim) |
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| Jinhyuk Jo Jaesung Lee Dae-Won Kim Mobile-Assisted Pronunciation Training based on Mispronunciation Association Rule The 1st Int. Joint Conf. on Convergence, pp. 100-103, Ho Chi Minh City, Vietnam, 4-8 February 2015 Ack.: NRF-2014R1A1A2059032 (Prof. J. Lee) |
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| Jaesung Lee Jin-Hyuk Jo Hyunki Lim Jong-Hoon Chae Sang-Uk Lee Dae-Won Kim Investigating Relation of Music Data: Emotion, Audio Signals The 6th FTRA Int. Conf. on Comput. Sci. and its Applications (CSA-2014), pp. 251-256, Guam, USA, 17-20 December 2014 Ack.: MCST-KOCCA-CT2014 (Prof. K. Yoon) |
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| Hyunki Lim Jaesung Lee Dae-Won Kim Approximating Dependency for Efficient Multi-label Feature Selection The 6th FTRA Int. Conf. on Comput. Sci. and its Applications (CSA-2014), pp. 245-250, Guam, USA, 17-20 December 2014 Ack.: MCST-KOCCA-CT2014 (Prof. K. Yoon) |
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Ye-Chan Park Jaesung Lee Deep Learning for Predicting Korean Court Judgments Based on Judges' Cognitive Reasoning Link Journal of Artificial Intelligence Humanities, 13(1):73-107, 13 April 2023 딥러닝 자연어처리를 통한 판사의 인지적 과정 추론과 한국 법원 판결 예측 가능성에 관한 연구, 인공지능인문학연구 Publisher: 중앙대학교 인문콘텐츠연구소, ISSN: 2635-4691, Ack.: NRF-2017S1A6A3A01078538 (Prof. C.-K. Lee), IITP-2021-0-01341 (Prof. J. Paik) |
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Ye-Chan Park Jaesung Lee Analysis of Supreme Court of Korea's Judgment Criteria on the Degree of Assault and Intimidation - For Empirical Verification of the Court's Judgment Process Link Journal of Artificial Intelligence Humanities, 10(1):77-114, 30 April 2022 법원의 판단과정의 실증적 검증을 위한 폭행과 협박의 정도에 대한 한국 대법원의 판단기준 분석, 인공지능인문학연구 Publisher: 중앙대학교 인문콘텐츠연구소, ISSN: 2635-4691, Ack.: NRF-2017S1A6A3A01078538 (Prof. C.-K. Lee) |
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Minwoo Park Jaesung Lee Effective Multi-population Genetic Algorithm using Migrant Refinement for Multi-label Humanity Data Link Journal of Artificial Intelligence Humanities, 7(1):259-281, 30 April 2021 다중 레이블 인문 데이터의 효과적인 특징 선별을 위한 이주 개체 정제연산 기반 다중 개체군 유전알고리즘, 인공지능인문학연구 Publisher: 중앙대학교 인문콘텐츠연구소, ISSN: 2635-4691, Ack.: NRF-2017S1A6A3A01078538 (Prof. C.-K. Lee) |
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Jaesung Lee A Computer-Assisted Pronunciation Training System for Correcting Pronunciation of Adjacent Phonemes Link Journal of The Korea Society of Computer and Information, 24(2):9-16, 28 February 2019 인접 음소의 발음 교정을 위한 컴퓨터 보조 발음 훈련 시스템, 한국컴퓨터정보학회논문지 Publisher: 한국컴퓨터정보학회, ISSN: 1598-849X, Ack.: NRF-2017S1A6A3A01078538 (Prof. C.-K. Lee) |
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| Hyunki Lim Wangduk Seo Jaesung Lee Effective Multi-label Feature Selection based on Large Offspring Set created by Enhanced Evolutionary Search Process Link Journal of The Korea Society of Computer and Information, 23(9):7-13, 1 September 2018 강화된 진화 탐색이 생성하는 큰 자손 기반 효과적인 다중 레이블 특징 선별, 한국컴퓨터정보학회논문지 Publisher: 한국컴퓨터정보학회, ISSN: 1598-849X, Ack.: NRF-2017S1A6A3A01078538 (Prof. C.-K. Lee) |
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| Hae-Cheon Kim Jaesung Lee A Novel Posterior Probability Estimation Method for Multi-label Naive Bayes Classification Link Journal of The Korea Society of Computer and Information, 23(6):1-7, 1 June 2018 다중 레이블 나이브 베이즈 분류를 위한 새로운 사후확률 추정 방법에 관한 연구, 한국컴퓨터정보학회 논문지 Publisher: 한국컴퓨터정보학회, ISSN: 1598-849X, Ack.: NRF-2017S1A6A3A01078538 (Prof. C.-K. Lee) |
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| Miao Xu Jaesung Lee A Comparison of Multi-label Instance Selection Methods using Problem Transformation Approach for Music Emotion Recognition Link Journal of Artificial Intelligence Humanities, 1(1):97-123, 30 April 2018 음악감성 인식 정확도 향상을 위한 노이즈 제거 기술의 효과 비교 연구, 인공지능인문학연구 Publisher: 중앙대학교 인문콘텐츠연구소, ISSN: 2635-4691, Ack.: NRF-2017S1A6A3A01078538 (Prof. C.-K. Lee) |
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| Min-Gwan Seo Jaesung Lee Dae-Won Kim Effective Robot Path Planning Method based on Fast Convergence Genetic Algorithm Link Journal of The Korea Society of Computer and Information, 20(4):25-32, 1 April 2015 유전자 알고리즘의 수렴 속도 향상을 통한 효과적인 로봇 길 찾기 알고리즘, 한국컴퓨터정보학회논문지 Publisher: 한국컴퓨터정보학회, ISSN: 1598-849X, Ack.: NRF-2014R1A1A2059032 (Prof. J. Lee) |
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| Jeonghun Yoon Jaesung Lee Dae-Won Kim Feature Selection in Multi-label Classification using NSGA-II Algorithm Link Journal of Korean Institute of Information Scientists and Engineers: Software and Applications, 40(3):133-140, 1 March 2013 NSGA-II 알고리즘을 이용한 다중 레이블 분류 문제에서 특징 선별, 정보과학회논문지 Publisher: 한국정보과학회, ISSN: 1229-6848, Ack.: None |
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| Hyunki Lim Jaesung Lee Song Ko Dae-Won Kim An Estimation Algorithm of Cluster Volume for GK Clustering Link The Journal of Korean Institute of Information Technology, 9(3):181-187, 1 March 2011 GK 클러스터링 향상을 위한 클러스트 볼륨 추정 알고리즘, 한국정보기술학회논문집 Publisher: 한국정보기술학회, ISSN: 1598-8619, Ack.: NRF-2010-0012885 (Prof. D.-W. Kim) |
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| Jaesung Lee Bo-Yeong Kang Dae-Won Kim Prediction system based on the evidence for Dental Caries Link The Journal of Korean Institute of Information Technology, 9(2):207-213, 1 March 2011 증거 기반 치아우식 예측 시스템, 한국정보기술학회논문집 Publisher: 한국정보기술학회, ISSN: 1598-8619, Ack.: NRF-2009-0068718 (Prof. D.-W. Kim), NRF-2009-0064861 (Prof. B.-Y. Kang) |
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| Jaesung Lee Dae-Won Kim Improving Classification Performance for Data with Numeric, Categorical Attributes using Feature Wrapping Link Journal of Korean Institute of Information Scientists and Engineers: Software and Applications, 36(12):1024-1027, 1 December 2009 특징 래핑을 통한 숫자형 특징과 범주형 특징이 혼합된 데이터의 클래스 분류 성능 향상 기법, 정보과학회논문지 Publisher: 한국정보과학회, ISSN: 1229-6848, Ack.: NRF-2009-0068718 (Prof. D.-W. Kim) |
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| Jaesung Lee Dae-Won Kim Removing Non-Informative Features by Robust Feature Wrapping Method for Microarray Gene Expression Data Link Journal of Korean Institute of Information Scientists and Engineers: Software and Applications, 35(8):463-478, 1 August 2008 유전자 알고리즘과 Feature Wrapping 을 통한 마이크로어레이 데이타 중복 특징 소거법, 정보과학회논문지 Publisher: 한국정보과학회, ISSN: 1229-6848, Ack.: None |
| Jaesung Lee AI Prediction using Big Data Link Link Communication Books, 1:1-143, 28 February 2025 AI와 빅데이터 기반 예측, 커뮤니케이션북스 Publisher: 커뮤니케이션북스, ISBN: 9791173077005 |
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| Jaesung Lee Grasp the essential topics for AI majors: Differentials and Statistics Link Weekly Education Magazine, 1146:64-66, 17 July 2024 AI학과의 필수템, 미분과 통계를 잡아라, 교육전문주간지 내일교육 Publisher: 내일교육, ISBN: 2093-131X |
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| Jaesung Lee You are already an AI expert if you like these topics Link Weekly Education Magazine, 1143:66-68, 26 June 2024 이 공부가 재미있다면 나도 인공지능 전문가?, 교육전문주간지 내일교육 Publisher: 내일교육, ISBN: 2093-131X |
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| Jaesung Lee AI cannot stand without science Link Weekly Education Magazine, 1142:66-68, 19 June 2024 인공지능은 과학 없인 못 살아, 교육전문주간지 내일교육 Publisher: 내일교육, ISBN: 2093-131X |
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| Jaesung Lee Understanding Artificial General Intelligence Link Communication Books, 1:1-147, 30 May 2024 AGI, 인공일반지능의 이해, 커뮤니케이션북스 Publisher: 커뮤니케이션북스, ISBN: 9791128889905 |
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| Jaesung Lee Curious about AI? Focus on writing, matrices, and derivatives Link Weekly Education Magazine, 1139:64-66, 29 May 2024 인공지능이 궁금해? 나만의 글쓰기, 행렬과 미분에 집중해봐, 교육전문주간지 내일교육 Publisher: 내일교육, ISBN: 2093-131X |
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| Jaesung Lee Come play in the world of AI, where you excel in writing manuals Link Weekly Education Magazine, 1137:66-68, 8 May 2024 매뉴얼 작성에 탁월한 너, AI 세계로 놀러와, 교육전문주간지 내일교육 Publisher: 내일교육, ISSN: 2093-131X |
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| Jaesung Lee Why learn a complicated game of Go when you can just let an AI do it for you? Link Weekly Education Magazine, 1135:66-68, 24 April 2024 복잡한 바둑을 왜 배워? 인공지능한테 ‘대신’ 시키면 백전백승인데, 교육전문주간지 내일교육 Publisher: 내일교육, ISSN: 2093-131X |
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| Jaesung Lee Would a game-loving student be a good fit for AI majors? Link Weekly Education Magazine, 1133:60-62, 10 April 2024 게임 좋아하는 아이, AI학과에 잘 맞을까?, 교육전문주간지 내일교육 Publisher: 내일교육, ISSN: 2093-131X |
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| Jaesung Lee Opportunity or Chaos? 2025 Undergraduate Admissions Strategy for Department of Advanced Studies Link Weekly Education Magazine, 1132, 3 April 2024 기회 혹은 혼돈? 2025 첨단학과 지원 전략, 교육전문주간지 내일교육 Publisher: 내일교육, ISSN: 2093-131X |
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| Jaesung Lee Which students are a good fit for AI majors? Link Weekly Education Magazine, 1131:66-68, 20 March 2024 나는 AI학과에 맞는 학생일까?, 교육전문주간지 내일교육 Publisher: 내일교육, ISSN: 2093-131X |
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| Jaesung Lee Love computers but hate coding? CSE vs. AI Link Weekly Education Magazine, 1129:66-68, 6 March 2024 컴퓨터 좋지만 코딩 싫다고? 컴공 VS AI, 교육전문주간지 내일교육 Publisher: 내일교육, ISSN: 2093-131X |
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| Jaesung Lee It is the AI era! 'The Department of AI' creates human-mimicking technology Link Weekly Education Magazine, 1125:54-57, 31 January 2024 지금은 인공지능 시대! 인간 닮은 기술 만드는 'AI학과', 교육전문주간지 내일교육 Publisher: 내일교육, ISSN: 2093-131X |
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| Jaesung Lee ChatGPT: The Future is Already Here, 1:1-324, 3 August 2023 챗GPT, 이미 온 미래, 마이북하우스 Publisher: 마이북하우스, ISBN: 9791198230225 |
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| Jaesung Lee Artificial Intelligence and Algorithm In: Does the future belong to artificial intelligence?, 1:27-40, 31 December 2020 미래는 AI의 것일까? (인공 지능과 알고리듬), 사이언스북스 Publisher: 사이언스북스, ISBN: 9791190403740 |
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| Jaesung Lee Understanding of Deep Neural Network Link Information and Communication Magazine, 33(10):40-48, 1 October 2016 심층 신경망의 발전 과정과 이해, 한국통신학회지 (정보와 통신) Publisher: 한국통신학회, ISSN: 1226-4725, Ack.: NRF-2016R1C1B1014774 (Prof. J. Lee) |
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Sangtae Kim Sujeong Han Hyeonji Moon Jaesung Lee Are Linnaean Type Specimens Truly Typical? An AIBased Unsupervised Analysis of Herbarium Images UsingAutoencoders: A Case Study in Korean Viola 81st Annual Meeting of the Korean Association of Biological Sciences, Gongju, Korea, 13-15 July 2026 제81회 한국생물과학협회 정기학술대회, 한국식물분류학회 Ack: RS-2025-00508625 (Prof. S. Kim), RS-2021-II211341 (Prof. B.-W. Hong) |
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Hanyong Lee Jaesung Lee Character-level Language Model Approach for Homoglyph Attack Restoration IEIE Summer Annual Conf., Jeju, Korea, 24-27 June 2025 동형문자 공격 복원을 위한 문자 단위 언어 모델 기반 접근, 대한전자공학회 2025년도 하계종합학술대회 Ack.: RS-2021-II211341 (Prof. B.-W. Hong) |
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Gyu-Il Kim Jaesung Lee Research Trends on High-Frequency Information-Based Single Image Super-Resolution IEIE Summer Annual Conf., Jeju, Korea, 24-27 June 2025 고주파 정보 기반 단일 영상 초해상화 연구 동향, 대한전자공학회 2025년도 하계종합학술대회 Ack.: RS-2021-II211341(Prof. J. Paik) |
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Dahyun Song A-Seong Moon Jaesung Lee Optimized Mel-Spectrogram Generation for Real-Time Multi-Speaker TTS using Frequency Band Separation IEIE Summer Annual Conf., Jeju, Korea, 24-27 June 2025 주파수 대역 분리를 활용한 실시간 다중 화자 음성합성의 최적화된 멜 스펙트로그램 생성 연구, 대한전자공학회 2025년도 하계종합학술대회 Ack.: RS-2021-II211341(Prof. J. Paik) |
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Min-Kyung Sung A-Seong Moon Jaesung Lee A study on vehicle damage segmentation based on multi-scale decoder for improved damage recognition IEIE Summer Annual Conf., Jeju, Korea, 24-27 June 2025 향상된 파손 인식을 위한 멀티스케일 디코더 기반 차량 손상 세분화 연구, 대한전자공학회 2025년도 하계종합학술대회 Ack.: RS-2021-II211341(Prof. J. Paik) |
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Donghee Kim Haesung Oh Jaesung Lee Analyzing Small Polyps through Endoscopic Image Segmentation IEIE Summer Annual Conf., Jeju, Korea, 24-27 June 2025 내시경 영상 Segmentation을 통한 작게 찍힌 용종 분석, 대한전자공학회 2025년도 하계종합학술대회 Ack.: RS-2021-II211341(Prof. J. Paik) |
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Chaewoon Kim Sanghyuck Lee Jaesung Lee Enhancing Representation Learning through Transformer with Positional Embedding for Automatic Playlist Continuation IEIE Summer Annual Conf., Jeju, Korea, 24-27 June 2025 자동 재생목록 연속화 작업의 표현 학습 강화를 위한 위치 임베딩 기반 트랜스포머, 대한전자공학회 2025년도 하계종합학술대회 Ack.: RS-2021-II211341(Prof. J. Paik) |
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Jeongwon Lee Sanghyuck Lee Jaesung Lee Reducing Computational Overhaed in Skin Lesion Segmentation using Dynamic Selective Aggregation U-Net IEIE Summer Annual Conf., Jeju, Korea, 24-27 June 2025 동적 선택적 집계 유넷을 활용한 피부 병변 분할 연산 오버헤드 감소, 대한전자공학회 2025년도 하계종합학술대회 Ack.: RS-2021-II211341(Prof. J. Paik), RS-2024-00397517(M.Sc. J. Lee) |
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Timur Khairulov Sanghyuck Lee Jaesung Lee Enhancing Unsupervised Feature Selection by Maximizing Entropy with Regularization IEIE Summer Annual Conf., Jeju, Korea, 24-27 June 2025 정규화 기반 엔트로피 극대화를 통한 비지도 특징 선택 향상, 대한전자공학회 2025년도 하계종합학술대회 Ack.: RS-2021-II211341(Prof. J. Paik) |
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Kyoung-Min Shin Haesung Oh Jaesung Lee A Survey on Multi-Label Chest X‑Ray Classification IEIE Summer Annual Conf., Jeju, Korea, 24-27 June 2025 다중 라벨 흉부 X선 분류에 관한 연구 동향, 대한전자공학회 2025년도 하계종합학술대회 Ack.: RS-2021-II211341(Prof. J. Paik) |
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Se-Hoon Jung A-Seong Moon Jaesung Lee Effective Anomaly Detection by Minimizing Background Interference IEIE Summer Annual Conf., Jeju, Korea, 24-27 June 2025 배경 간섭 최소화를 활용한 효과적인 이상 탐지 기법, 대한전자공학회 2025년도 하계종합학술대회 Ack.: RS-2021-II211341(Prof. J. Paik) |
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Haesung Kim Sanghyuck Lee Jaesung Lee Enhancing Facial Expression Recognition via Fine-Tuning with Supervised Contrastive Learning IEIE Summer Annual Conf., Jeju, Korea, 24-27 June 2025 지도 대조학습 기반 파인튜닝을 통한 얼굴 표정 인식 성능 개선, 대한전자공학회 2025년도 하계종합학술대회 Ack.: RS-2021-II211341(Prof. J. Paik) |
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Hun Song Haesung Oh Jaesung Lee Detecting Fake Images with Surrounding Pixel Relationships IEIE Summer Annual Conf., Jeju, Korea, 24-27 June 2025 주변 픽셀 관계를 활용한 가짜 이미지 검출, 대한전자공학회 2025년도 하계종합학술대회 Ack.: RS-2021-II211341(Prof. J. Paik) |
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Daehyeon Kim Junyoung Seo Sanghyuck Lee Jaesung Lee Enhancing Feature Fusion in Skip Connections for Efficient Crack Segmentation IEIE Summer Annual Conf., Jeju, Korea, 24-27 June 2025 효율적인 균열 분할을 위한 스킵 커넥션 내 특징 융합 강화, 대한전자공학회 2025년도 하계종합학술대회 Ack.: RS-2021-II211341(Prof. J. Paik) |
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Kyumin Kim Chaelyn Lee Jaesung Lee Improving Dense Passage Retrieval using Weighted Passage Perturbation IEIE Summer Annual Conf., 61(1):2765-2768, Jeju, Korea, 26-28 June 2024 밀집 벡터 기반 구절 검색 성능 향상을 위한 데이터 증강 기법, 대한전자공학회 2024년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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Minkyung Sung Sanghyuck Lee Jaesung Lee Recent Research Trends In Open Vocabulary Segmentation Based-on Vision-Language Pre-trained Model IEIE Summer Annual Conf., 61(1):2810-2814, Jeju, Korea, 26-28 June 2024 시각-언어 사전 학습 모델 기반 개방 어휘 세분화 최신 연구 동향, 대한전자공학회 2024년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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Donghee Kim Haesung Oh Jaesung Lee A cux on Transformer-based U-NET models for Medical Image Segmentation IEIE Summer Annual Conf., 61(1):2739-2742, Jeju, Korea, 26-28 June 2024 의료 이미지 분할을 위한 트랜스포머 기반 U-NET 모델 동향, 대한전자공학회 2024년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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Sanghyuck Lee Jaesung Lee A Crux on State-of-the-art Augmentation Methods based on Diffusion Models IEIE Summer Annual Conf., 61(1):2730-2734, Jeju, Korea, 26-28 June 2024 확산 모델 기반 데이터 증강 최신 연구 동향, 대한전자공학회 2024년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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Seungyeon Jeong A-Seong Moon Jaesung Lee A Crux on Audio-Visual Continuous Emotion Recognition using Fusionn Techniques IEIE Summer Annual Conf., 61(1):2743-2747, Jeju, Korea, 26-28 June 2024 융합 기술을 활용한 시청각 기반 연속적 감정 분석 연구, 대한전자공학회 2024년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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Timur Khairulov Jaesung Lee Review of current approaches in the area of object detection for autonomous vehicles IEIE Summer Annual Conf., 61(1):2831-2834, Jeju, Korea, 26-28 June 2024 자율주행 차량을 위한 객체 탐지 분야의 현재 접근법에 대한 리뷰, 대한전자공학회 2024년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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Chaewoon Kim Sanghyuck Lee Jaesung Lee Survey on Session-Based Recommendation System Technology for Automatic Playlist continuation in Music Streaming Services IEIE Summer Annual Conf., 61(1):2822-2826, Jeju, Korea, 26-28 June 2024 음악 스트리밍 서비스 내 자동 재생목록 연속화 작업을 위한 세션 기반 추천시스템 기술 연구 동향, 대한전자공학회 2024년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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Jeongwon Lee Sanghyuck Lee Jaesung Lee A Survey on Self-Training for Semantic Segmentation IEIE Summer Annual Conf., 61(1):2827-2830, Jeju, Korea, 26-28 June 2024 자가 학습 기반 의미론적 세분화에 관한 연구 동향, 대한전자공학회 2024년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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Ye-Chan Park Hanyong Lee Jaesung Lee Proposing a Dataset for Transformer-Based Automated Classification and Prediction of Korean Judments IEIE Summer Annual Conf., 61(1):3446-3450, Jeju, Korea, 26-28 June 2024 한국 법률 판결의 자동 분류 및 예측을 위한 트랜스포머 기반 데이터셋 제안, 대한전자공학회 2024년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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Kunho Lee Sanghyuck Lee Jaesung Lee Unsupervised Learning-Based Anomaly Detection in Industrial Images Using 3D Point Clouds: A Survey IEIE Summer Annual Conf., 61(1):1947-1950, Jeju, Korea, 26-28 June 2024 산업 이미지에서 3D 포인트 클라우드를 이용한 비지도 학습 기반 이상 탐지: 서베이, 대한전자공학회 2024년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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Hyeonji Moon Bora Eun Hankyu Moon Jaesung Lee Sangtae Kim Development of an automatic herbarium image identification system based on the convolutional neural network: focused on Korean Violaceae KSPB Annual Conf., TBD, Yeosu, Korea, 25-28 October 2023 한국 제비꽃과에 중점을 둔 합성곱 신경망 기반 자동 야생화 이미지 식별 시스템 개발, 식물학회 2023년도 정기학술대회 |
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Haesung Oh Taekyung Song Jaesung Lee Comparison of Deep Learning based Segmentation Models for Measuring Eyelid Contour of TAO Patients IEIE Summer Annual Conf., 60(1):2875-2877, Jeju, Korea, 30 June 2022 갑상선 안병증 환자의 눈꺼풀 길이 측정을 위한 심층신경망 기반 세그멘테이션 모델 비교, 대한전자공학회 2022년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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Hanyong Lee Jaesung Lee Restoration of Homoglyph Attack Using Deep Learning IEIE Summer Annual Conf., 60(1):2823-2825, Jeju, Korea, 30 June 2022 심층학습을 이용한 동형문자 공격 복원, 대한전자공학회 2022년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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Geonil Yun Jaesung Lee Interpretable Medical Diagnostic Pipeline using Multi-head Design IEIE Summer Annual Conf., 60(1):2791-2793, Jeju, Korea, 30 June 2022 상위어 발견을 위한 word2vec 기반 방법론 비교, 대한전자공학회 2022년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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Tae-Won Lee Jaesung Lee A Study on Prediction of Neural Network Stock Direction Using Technical Indicators IEIE Summer Annual Conf., 60(1):2773-2775, Jeju, Korea, 30 June 2022 기술적 지표를 활용한 신경망 주식 방향성 예측 연구, 대한전자공학회 2022년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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Sung-Hyun Cho Jaesung Lee Music Genre Classification Using Multiple Musical Visual Features IEIE Summer Annual Conf., 60(1):2888-2893, Jeju, Korea, 30 June 2022 다중 음악적 시각적 특징을 이용한 음악 장르 분류, 대한전자공학회 2022년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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A-Seong Moon Jaesung Lee A Study on Deep Multimodal Learning Methods IEIE Summer Annual Conf., 60(1):2804-2806, Jeju, Korea, 30 June 2022 심층 멀티모달 학습 방법에 관한 연구, 대한전자공학회 2022년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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Sanghyuck Lee Su-Jeong Han Jaesung Lee Interpretable Medical Diagnostic Pipeline using Multi-head Design IEIE Summer Annual Conf., 60(1):2881-2884, Jeju, Korea, 30 June 2022 멀티헤드 설계를 이용한 해석 가능한 의료진단 파이프라인, 대한전자공학회 2022년도 하계종합학술대회 Ack.: IITP-2021-0-01341(Prof. J. Paik), IITP-20170001000061001 (Prof. J. Park) |
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A-Seong Moon Sung-Hyun Cho Jaesung Lee Music Genre Classification using CNN architecture with feature concatenation The KISS Autumn Conf., 1(5):88-89, Seoul, Korea, 3 December 2021 특징 연결을 한 CNN 아키텍처를 사용한 음악 장르 분류, 2021년 한국지능정보시스템학회 추계학술대회 초록집 Ack.: IITP-2021-0-01341 (Prof. J. Paik) |
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Jaegyun Park Wangduk Seo Minwoo Park Young-Ki Kim Jaesung Lee Diagnosis System of Thyroid-associated Ophthalmopathy by using Computed Tomography The KMMS Autumn Conf., 22(2):724-726, Seoul, Korea, 15-16 November 2019 전산화단층영상을 이용한 갑상선 안병증 진단 시스템, 2019 한국멀티미디어학회 추계학술발표대회 논문집 Ack.: NRF-2019R1C1C1008404 (Prof. J. Lee) |
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Minwoo Park Jaegyun Park Jaesung Lee Multi-population Genetic Algorithm for Multi-label Feature Selection The KMMS Autumn Conf., 22(2):736-738, Seoul, Korea, 15-16 November 2019 다중 레이블 특징 선택을 위한 다중 군집 유전 알고리즘, 2019 한국멀티미디어학회 추계학술발표대회 논문집 Ack.: NRF-2019R1C1C1008404 (Prof. J. Lee) |
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Young-Ki Kim Hae-Cheon Kim Jaesung Lee An Efficient Path Planning Algorithm for Partially Observable Maps Based on Value Iteration Algorithm Link The KIPS Spring Conf., 26(1):412-414, Seoul, Korea, 10 May 2019 부분관측가능 환경의 경로 계획을 위한 효율적인 가치 반복 알고리즘, 2019 한국정보처리학회 춘계학술발표대회 논문집 Ack.: IITP-20170001000031001 (산학협력 프로젝트, SW중심대학사업, 중앙대학교) |
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Seol-Hee Lee Hae-Cheon Kim Jaesung Lee Feature Selection using Particle Swarm Optimization and Emotion Classification about Music data The KIISS Winter Conf., 1(1):21-23, Seoul, Korea, 1 June 2018 입자 군집 최적화를 이용한 음악 데이터 특징 선택 및 음악 데이터와 관련된 감정 분류 실험, 2018년 한국지능정보시스템학회 춘계학술대회 논문집 Ack.: IITP-20170001000011001 (산학협력 프로젝트, SW중심대학사업, 중앙대학교) |
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Ho Han Jaesung Lee Computer-Aided English Pronunciation Teaching considering Phoneme Sequence 2018 Spring Conference of SEBS & KISM, 1(1):222-223, Seoul, Korea, 27-28 April 2018 음소 시퀀스 교정을 통한 영어 발음 교육, 한국스마트미디어학회 & 한국전자거래학회 2018년도 춘계학술대회 논문집 Ack.: IITP-20170001000011001 (산학협력 프로젝트, SW중심대학사업, 중앙대학교) |
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Jin-Hyeong Park Jaesung Lee Evolutionary Algorithm Design for Effective Multi-label Feature Selection 2018 Spring Conference of SEBS & KISM, 1(1):241-242, Seoul, Korea, 27-28 April 2018 효과적인 다중 레이블 특징 선택을 위한 진화 알고리즘 디자인, 한국스마트미디어학회 & 한국전자거래학회 2018년도 춘계학술대회 논문집 Ack.: IITP-20170001000011001 (산학협력 프로젝트, SW중심대학사업, 중앙대학교) |
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Hae-Cheon Kim Jaesung Lee Improving Accuracy of Multi-label Naive Bayes Classifier The KSCI Winter Conf., 26(1):147-148, Pusan, Korea, January 2018 다중 레이블 나이브 베이지안 분류기의 정확도 개선 연구, 한국컴퓨터정보학회 학술발표논문집 26(1) Ack.: None |
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Seol-Hee Lee Dongju Kim Duk-Jin Yang Hyun-Gi Kim Seongwon Lee Jaesung Lee Particle Swarm Optimization-based Music Multi-label Data Feature Selection The KMMS Autumn Conf., 20(2):484-485, Pusan, Korea, November 2017 입자 군집 최적화 기반 음악 다중 레이블 데이터 특징 선택 알고리즘, 한국멀티미디어학회 추계학술발표대회 Ack.: IITP-20170001000011001 (산학협력 프로젝트, SW중심대학사업, 중앙대학교) |
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Wangduk Seo Jaesung Lee Multi-Population Based Genetic Algorithm Feature Selection for Multi-label data KSII Autumn Conf., 18(2):157-158, Seoul, Korea, November 2017 다중 인구 유전 알고리즘 기반 다중 레이블 특징 선택, 한국인터넷정보학회 추계학술발표대회 Ack.: IITP-20170001000011001 (산학협력 프로젝트, SW중심대학사업, 중앙대학교) |
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Pilhyeon Lee Wangduk Seo Jaesung Lee A study on multi-label data classification performance comparison analysis between combinations of problem transformation algorithms, instance selection algorithms KSII Autumn Conf., 18(2):159-160, Seoul, Korea, November 2017 문제 변환 알고리즘과 인스턴스 선별 알고리즘 조합 간의 다중 레이블 데이터 분류 성능 비교 연구, 한국인터넷정보학회 추계학술발표대회 Ack.: IITP-20170001000011001 (산학협력 프로젝트, SW중심대학사업, 중앙대학교) |
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Pilhyeon Lee Wangduk Seo Jaesung Lee A study on Data Cleaning Technique for IoT-based Multi-label Big Data Application Convergence Society for SMB Autumn Conf., pp. 119-121, Cheongju, Korea, October 2017 IoT 다중 레이블 빅데이터 응용을 위한 데이터 클리닝 기법에 관한 연구, 중소기업융합학회 추계종합학술대회 논문집 Ack.: IITP-2017-2012-0-0459 (PE 프로그램, 서울어코드활성화사업, 중앙대학교) |
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Wangduk Seo Jaesung Lee Hyunki Lim Dae-Won Kim Quadratic Programming-based Feature Selection for Music Style Classification The KMMS Autumn Conf., 19(2):1123-1126, Pusan, Korea, October 2016 음악 스타일 분류 성능 향상을 위한 이차계획법 기반 특징 선별 기술, 한국멀티미디어학회 학술발표논문집 Ack.: Seoul-Accord-R0613-16-1205 (PE 프로그램, 서울어코드활성화사업, 중앙대학교) |
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Sunghyeon Hong Jaesung Lee Hyunki Lim Dae-Won Kim A Memetic Algorithm for Travelling Salesman Problem The KMMS Autumn Conf., 19(2):1127-1130, Pusan, Korea, October 2016 외판원 문제를 위한 미미틱 알고리즘, 한국멀티미디어학회 학술발표논문집 Ack.: Seoul-Accord-R0613-16-1205 (PE 프로그램, 서울어코드활성화사업, 중앙대학교) |
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Jaesung Lee Dae-Won Kim Robust Music Categorization Method using Social Tags The KSCI Winter Conf., 23(1):181-182, Cheongju, Korea, January 2015 소셜 태그를 이용한 강인한 음악 분류 기법, 한국컴퓨터정보학회 학술발표논문집 23(1) Ack.: MCST-KOCCA-CT2014 (Prof. K. Yoon) |
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Min-Gwan Seo Jaesung Lee Dae-Won Kim A Fast Convergence Genetic Algorithm for Robot Path Planning The KSCI Winter Conf., 23(1):31-34, Cheongju, Korea, January 2015 로봇 경로 탐색을 위한 빠르게 수렴하는 유전자 알고리즘, 한국컴퓨터정보학회 학술발표논문집 23(1) Ack.: NRF-2014R1A1A2059032 (Prof. J. Lee) |
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Jeongbong Seo Jaesung Lee Jinhyuk Jo Jae-Joon Lee Dae-Won Kim Temporal Data Gathering for Music Recommend System based on Korean Emotion HCI Korea 2011, pp. 34-37, Pyeongchang, Korea, January 2011 한국형 정서-음악 추천 시스템(MUSAI)을 위한 시계열 데이터 수집 연구, 한국 HCI 학회 학술대회 Ack.: NRF-2010-0012885 (Prof. D.-W. Kim) |
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Jinhyuk Jo Jaesung Lee Jae-Joon Lee Dae-Won Kim Domestic Music Genre Classification based on Feature Wrapper Proc. KIIS Autumn Conf., 36(2C):418-421, November 2009 특징 감싸기 기법을 활용한 국내 음악 장르 분류 성능의 향상, 한국정보과학회 학술발표논문집 36(2C) Ack.: None |
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Jaesung Lee Dae-Won Kim Linear Search based Feature Wrapping Method for Microarray Gene Expression Data Proc. KIIS Autumn Conf., 35(2C):158-161, October 2008 선형 검색 기반의 Feature Wrapping을 통한 마이크로어레이 데이터 특징 추출 기법, 한국정보과학회 학술발표논문집 35(2C) Ack.: None |
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Jaesung Lee Dae-Won Kim A Fast Feature Selection Technique for Microarray Data Proc. KIIS Spring Conf., 18(1):188-189, April 2008 마이크로어레이 데이터 분석을 위한 선형 특징 선별 기법, 한국지능시스템학회 학술발표 논문집 18(1) Ack.: None |
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Jaesung Lee Dae-Won Kim Removing Non-Informative Features Weakening of Class Separability Proc. KFIS Autumn Conf., 17(2):59-62, November 2007 클래스 구분력이 없는 특징 소거법, 한국지능시스템학회 학술발표 논문집 17(2) Ack.: None |
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Jaesung Lee Dae-Won Kim Expansion Clustering for Initialized Set Proc. KFIS Autumn Conf., 16(2):79-82, Gumi, Korea, November 2006 초기 클러스터를 위한 확장 클러스터링, 한국지능시스템학회 학술발표 논문집 16(2) Ack.: None |
| Namyoung Koo A Study on Bitstream-Based Semiconductor Manufacturing Protocol Classification for Software-Defined Factory PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, August 2026 소프트웨어 정의 공장의 비트스트림 기반 반도체 생산 프로토콜 분류 자동화 프레임워크에 대한 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Kyoungmin Shin A Study on Efficient Remote Sensing Change Detection with Adaptive Frequency Masking for Pseudo-Change Suppression PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, August 2026 유사 변화 억제를 위한 적응형 주파수 마스킹 기반 효율적인 원격 탐사 변화 탐지에 관한 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Sang-Rak Lee A Study on CLIP-Based Global Context Regulation for Audio-Visual Event Localization PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, August 2026 음향-영상 이벤트 위치 추정을 위한 CLIP 기반의 컨텍스트 교정 방법에 관한 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Se-Hoon Jung A Study on Industrial Anomaly Localization based on Class-Conditioned Irredundant Feature Patch Selection PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, August 2026 클래스 조건부 비중복 특징 패치 선별을 이용한 산업 이상 위치 탐지 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Ye-Chan Park A study on Token Masking Augmentation Using Term-Document Frequency For Language Model-Based Legal Case Classification PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, February 2026 단어 · 문서 빈도 기반 토큰 마스킹 증강을 활용한 언어모델 법률 사례 분류 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Timur Khairulov A Study on Maximizing Joint Entropy and Pattern Discrimination for Unsupervised Feature Selection PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, February 2026 비지도 특징 선택을 위한 결합 엔트로피 및 패턴 판별력 극대화에 관한 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Jungwon Lee A Study on Storage-Efficient Segmentation Network for On-Device Skincare Device with Application to Skin Lesion PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, February 2026 온디바이스 스킨케어 기기용 저장공간에 효율적인 분할 네트워크와 피부 병변 세그멘테이션 응용에 관한 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Chaewoon Kim A Study on Dual-Path Graph Convolution Network Using Skip Graph Separation for Micro-video Recommendation PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, February 2026 마이크로 비디오 추천을 위한 스킵 그래프 분리를 이용한 이중 경로 그래프 합성곱 신경망 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Donghee Kim Dwarf-Net: A Study on Small Polyp Segmentation Leveraging the Capabilities of a Single Decoder Neural Network PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, February 2026 Dwarf-Net: 단일 디코더 신경망 특성을 활용한 소형 용종 분할 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Min-Kyung Sung A Study on Effective Encoder-Decoder Neural Networks for Multiple Multi-Scale Disordered Masks in Vehicle Damage Segmentation PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, August 2025 불규칙한 여러 개의 다중 스케일 마스크를 위한 효과적인 자동차 파손 분할 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Seung-Yeon Jeong A Study on Robust Audio-Visual Fusion for Emotion Recognition Based on Cross-Modal Learning under Noisy Conditions PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, August 2025 교차 모달리티 학습 기반 노이즈에 강건한 오디오-비주얼 감정인식에 관한 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Kun-Ho Lee A Study on Multimodal Industrial Anomaly Detection for Irregular Surfaces using Dynamic Noise Augmentation PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, August 2025 동적 노이즈 증강을 이용한 불규칙한 표면의 멀티모달 산업용 이상 탐지 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Dahyun Song A Study on Mel-Spectrogram Synthesis for Multi-Speaker Text-to-Speech Task based on High-Low Frequency Separation PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, August 2025 고주파/저주파 분리를 활용한 다화자 음성 합성의 멜 스펙트로그램 생성 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| So-Jeong Kim A Study on Blended Embedding Guided Style Transfer in Inversion-Based Diffusion PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, August 2025 인버전 기반 확산 모델의 혼합 임베딩을 활용한 스타일 변환 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Sangkeun Park A Study of Effective Micro-video Recommendation via Explicit Interaction Separation Reflecting Novelty PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, February 2025 참신성이 반영된 명시적 상호작용 세분화를 통한 마이크로 비디오 추천 개선 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Kyu-Min Kim A Study of Data Augmentation for Dense Passage Retrieval using Corpus-Passage Frequency-Based Token Deletion PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, February 2025 밀집 벡터 구절 검색을 위한 코퍼스-구절 빈도 기반 토큰 삭제 방식 데이터 증강 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Min-Gi Kim A Study on Posterior Extraocular Muscles Segmentation in CT Image of Dysthyroid Optic Neuropathy Patients PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, February 2025 갑상선 시신경병증 CT 이미지 분석을 위한 후방 외안근 세그멘테이션에 관한 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Sang-Hyeong Jin A study on Effective Music Skip Prediction based on Fusion after Separated Convolution of Track and Session Features PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, August 2024 트랙과 세션 특징 간 분리된 컨볼루션을 통한 정보 융합 기반 효과적인 음악 건너뛰기 예측 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Chaelyn Lee Efficient Fine-tuning Approach for Large Language Models in Aspect-based Sentiment Analysis PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, August 2024 측면 기반 감정 분석에서 대규모 언어 모델을 위한 효율적인 미세 조정 접근 방식, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Hye-Jin Baek A Study of Improving Neural Mising Value Imputation by Chain Approach PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, August 2024 체인 접근법을 통한 신경망 기반 결측치 보간법에 관한 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Hanyong Lee Effective Homoglyph Attack Restoration by Utilizing Character-wise Language Model PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, February 2023 효과적인 동형 문자 공격 복원을 위한 문자 관점 언어 모델 활용, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Taekyung Song A Study on Small Object Segmentation for Eyelid Contour Measurement PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, February 2023 눈꺼풀 윤곽 측정을 위한 작은 객체 세그멘테이션을 위한 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Geonil Yun Effective Hypernym Discovery Method based on Masked Language Modeling with Hearst Patterns PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, August 2023 허스트 패턴을 이용한 마스크 언어 모델링 기반 효과적인 상위어 탐색 기법, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Su-Jeong Han A study on Estimating the Eyeball Volume using a Truncated Cone Template based on CT Images PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, August 2023 원뿔대 템플릿을 활용한 CT 이미지 기반의 안구 부피 추정 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Tae-Won Lee A study on Stock Direction Prediction based on Multimodal Transformer PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, February 2023 멀티모달 트랜스포머 기반 주식 방향 예측 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Sung-Hyun Cho A study on Effective Music Genre Classification based on Multiple Spectral Features using Convolutional Neural Networks PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, February 2023 컨볼루션 신경망을 이용한 다중 스펙트럼 특징에 따른 효과적인 음악 장르 분류에 관한 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| A-Seong Moon A study on Efficiency in Nerual Networks for Diagnosis of TAO Activity using Computed Tomography Images PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, February 2023 컴퓨터 단층촬영 영상을 이용한 TAO 활성 진단을 위한 신경망의 효율성에 관한 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Sanghyuck Lee A study on Group SE Blocks based Multi-Head Neural Network for Effective Medical Image Processing PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee Department of Artificial Intelligence, Chung-Ang University, February 2023 효과적인 의료 영상 처리를 위한 그룹 압축 자극 블록 기반 다중 헤드 네트워크에 관한 연구, 중앙대학교 대학원 AI학과, 석사학위 청구논문 |
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| Jong-Hoon Chae Genetic Algorithm based Complementary Feature Selection for Music Multi-tag Classification Ph.D. Dissertation Academic Advisor: Prof. Dae-Won Kim School of Computer Science and Engineering, Chung-Ang University, August 2021 음악 멀티 태그 분류를 위한 유전 알고리즘 기반의 상호 보완적 특징 선별 기법 연구, 중앙대학교 대학원 컴퓨터공학과, 박사학위 청구논문 |
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| Won-Seon Lim Human Activity Recognition using Mobile Adaptive Deep Learning Architecture Search Master's Thesis Academic Advisor: Prof. Dae-Won Kim School of Computer Science and Engineering, Chung-Ang University, August 2021 모바일 적응형 딥러닝 구조 탐색을 이용한 인간 행동 인식, 중앙대학교 대학원 컴퓨터공학과, 석사학위 청구논문 |
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| Min-Woo Park A Study on Effective Multi-population Genetic Algorithm for Multi-label Feature Selection PDF Link Master's Thesis Academic Advisor: Prof. Jaesung Lee School of Computer Science and Engineering, Chung-Ang University, February 2021 다중 레이블 특징 선별을 위한 효과적인 다중 개체군 유전 알고리즘에 관한 연구, 중앙대학교 대학원 컴퓨터공학과, 석사학위 청구논문 |
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| Jin-Hyeong Park Effective Front-end Architecture Search for Random Weight Network on Edge Device PDF Master's Thesis Academic Advisor: Prof. Jaesung Lee School of Computer Science and Engineering, Chung-Ang University, February 2020 엣지 장치에서 정확한 무작위 가중치 네트워크 구축을 위한 효과적인 네트워크 전단 구조 탐색 기법, 중앙대학교 대학원 컴퓨터공학과, 석사학위 청구논문 |
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| Hae-Cheon Kim Effective Multi-label Text Categorization using Pairwise Topic Dependency PDF Master's Thesis Academic Advisor: Prof. Jaesung Lee School of Computer Science and Engineering, Chung-Ang University, February 2020 쌍방 주제 의존성을 활용한 효과적인 다중 레이블 텍스트 분류에 관한 연구, 중앙대학교 대학원 컴퓨터공학과, 석사학위 청구논문 |
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| Jaegyun Park Multi-label Feature Selection using Hybrid Particle Swarm Optimization Master's Thesis Academic Advisor: Prof. Dae-Won Kim School of Computer Science and Engineering, Chung-Ang University, February 2020 하이브리드 입자 군집 최적화를 이용한 다중 레이블 특징 선별 기술, 중앙대학교 대학원 컴퓨터공학과, 석사학위 청구논문 |
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| Jinhyuk Jo AI-Based Personalized Learning for English Pronunciation Training Ph.D. Dissertation Academic Advisor: Prof. Dae-Won Kim School of Computer Science and Engineering, Chung-Ang University, February 2020 영어발음교육을 위한 인공지능기반 개인화 학습기술, 중앙대학교 대학원 컴퓨터공학과, 박사학위 청구논문 |
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| Wangduk Seo Multi-label Feature Selection under Size Constraint Conditions Master's Thesis Academic Advisor: Prof. Dae-Won Kim School of Computer Science and Engineering, Chung-Ang University, August 2018 크기 제약 상황에서의 다중 레이블 특징 선택 기술, 중앙대학교 대학원 컴퓨터공학과, 석사학위 청구논문 |
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| Injun Yu Hybrid Feature Selection Technique for Multi-label Text Mining Master's Thesis Academic Advisor: Prof. Dae-Won Kim School of Computer Science and Engineering, Chung-Ang University, August 2018 멀티레이블 텍스트 마이닝을 위한 하이브리드 특징 선별 기법에 관한 연구, 중앙대학교 대학원 컴퓨터공학과, 석사학위 청구논문 |
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| Jaesung Lee Multivariate Feature Selection for Multi-label Classification Ph.D. Dissertation Academic Advisor: Prof. Dae-Won Kim School of Computer Science and Engineering, Chung-Ang University, February 2013 다중 레이블 클래스 분류를 위한 특징 선별에 관한 연구, 중앙대학교 대학원 컴퓨터공학과, 박사학위 청구논문 |
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| Jaesung Lee Applying the Feature Selection Method for Improvement of Classification Accuracy of Clinical Data Master's Thesis Academic Advisor: Prof. Dae-Won Kim School of Computer Science and Engineering, Chung-Ang University, February 2009 임상데이터의 질병 분류 성능 향상을 위한 특징선별 기법의 적용, 중앙대학교 대학원 컴퓨터공학과, 석사학위 청구논문 |
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Multitemporal sampling system and method for real-time user activity recognition Patent Registration 10-2972805 (Korea), 29 May 2026 실시간 사용자 활동 인식을 위한 다중시간 샘플링 시스템 및 방법 |
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Apparatus and method for deep learning based image processing for pupil reflection point segmentation Patent Registration 10-2965615 (Korea), 12 May 2026 동공 반사점 분할을 위한 딥러닝 기반의 영상 처리 장치 및 방법 |
Modifying the Real-Time Human Activity Recognition Architecture in a Limited Environment Smart Device Patent Registration 10-2956372 (Korea), 20 April 2026 제한된 환경에서 실시간 인간 활동 인식 아키텍처 수정 스마트 디바이스 |
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System and method for determining eye shape abnormalities using the DTW algorithm Patent Registration 10-2953795 (Korea), 13 April 2026 DTW 알고리즘을 이용한 눈 모양 이상 판단 시스템 및 방법 |
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Apparatus and Method for Single Image Super-Resolution Reconstruction Patent Registration 10-0204863 (Korea), 19 December 2025 단일 영상 초해상도 복원 장치 및 방법 |
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Stock Price Direction Prediction Device Using Multimodal Fusion Transformers Patent Registration 10-2867871 (Korea), 29 September 2025 멀티모달 퓨전 트랜스포머를 이용한 주가 방향 예측 장치 |
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Effective Music Skip Prediction based on Fusion after Separated Convolution of Track and Session Features Patent Registration 10-2760419 (Korea), 22 January 2025 트랙과 세션정보간 분리된 콘볼루션을 통한 후속트랙 스킵 예측 시스템 |
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System and Method for Music Feature Selection to Improve Automatic Music Tag Classification Performance Patent Registration 10-2671354 (Korea), 28 May 2024 자동 음악 태그 분류 성능 향상을 위한 음악 특징 선택 시스템 및 방법 |
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3D medical image analysis system and method using convolutional neural network model Patent Registration 10-2623109 (Korea), 5 January 2024 합성곱 신경망 모델을 이용한 3차원 의료 영상 분석 시스템 및 방법 |
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Method and apparatus for multi-label feature selection using multiple populations Patent Registration 10-2579934 (Korea), 15 September 2023 다중 인구를 이용한 다중 라벨 특징 선택 방법 및 이의 장치 |
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Method and apparatus for selecting feature of unsupervised learning Patent Registration 10-2092629 (Korea), 18 March 2020 비지도 학습 특징 선택 방법 및 장치 |
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Method and Apparatus for generating feature subset in classifying multi-label pattern Patent Registration 10-2066157 (Korea), 8 January 2020 다중 레이블 패턴 분류를 위한 특징 하위 집합 생성 방법 및 그 장치 |
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Method and Apparatus for selecting feature in classifying multi-label pattern Patent Registration 10-2025280 (Korea), 19 September 2019 다중 레이블 패턴 분류를 위한 특징 선택 방법 및 그 장치 |
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Method and Apparatus for selecting an optimal feature in classifying multi-label pattern, Apparatus for classifying multi-category document Patent Registration 10-1752255 (Korea), 23 June 2017 다중 레이블 패턴 분류를 위한 최적 특징 선별 방법 및 그 장치, 다중 카테고리 문서 분류 장치 |
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Method and Apparatus for selecting feature used to classify multi-label Patent Registration 10-1656604 (Korea), 5 September 2016 다중 레이블을 분류하기 위해 이용되는 특징 셋의 선택 방법 및 장치 |
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Apparatus and Method for accelerating multi-label feature selection based on low-rank approximation Patent Registration 10-1638114 (Korea), 4 July 2016 근사치를 이용한 다중 레이블 특징 선별 가속화 장치 및 방법 |
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Apparatus and Method for accelerating multi-label feature selection based on low-rank approximation Patent Transfer Creamsoft, 2015.12.14.-2019.12.31. 근사치를 이용한 다중 레이블 특징 선별 가속화 장치 및 방법 |
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Apparatus and Method for pronunciation training for beginners of foreign language learning Patent Registration 10-1637843 (Korea), 1 July 2016 외국어 교육의 초보자를 위한 발음 학습 장치 및 방법 |
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Method and Apparatus for path search Patent Registration 10-1620145 (Korea), 3 May 2016 경로 탐색 방법 및 그 장치 |
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Method and Apparatus for determining predictive tag value each of a plurality of music tag for generating mapping function of music Patent Registration 10-1593337 (Korea), 2 February 2016 음악에 대한 사상 함수를 생성하기 위한 복수의 음악 태그 각각의 예측 태그값 결정 방법 및 장치 |
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Method and Apparatus for determining predictive tag value each of a plurality of music tag for generating mapping function of music Patent Transfer Creamsoft, 2015.02.05.-2019.02.28. 음악에 대한 사상 함수를 생성하기 위한 복수의 음악 태그 각각의 예측 태그값 결정 방법 및 장치 |
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Apparatus and Method for planning robot path using genetic algorithm Patent Registration 10-1585374 (Korea), 7 January 2016 유전자 알고리즘을 이용한 로봇 경로 탐색 장치 및 방법 |
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Providing music retrieval service based on tag combination using prototypical music content Patent Registration 10-1564534 (Korea), 23 October 2015 전형적 음악 컨텐트를 이용한 태그 조합 기반 음악 검색 서비스 제공 방법 및 장치 |
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Pattern recognition method and apparatus within terminal Patent Registration 10-1551122 (Korea), 1 September 2015 사용자 단말에서의 패턴 인식 방법 및 그 장치 |
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Method and apparatus for multiple meaning classification related music Patent Registration 10-1520572 (Korea), 8 May 2015 음악에 대한 복합 의미 인식 방법 및 그 장치 |