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Showing results 81 to 111 of 111

Issue Date	Title / Author(s) / Citation	File
2021-02	Timing Analysis on Interconnects and Prediction on Design Rule Violations for Synthesizing Deep Sub-micron Circuits 한창호	view file link
2021-02	A Study on the Improvement of Basic Wind Speed Calculation Method Using Machine Learning 이동혁	link
2021-03	Peri-Implant Bone Loss Measurement Using a Region-Based Convolutional Neural Network on Dental Periapical Radiographs Cha, Jun-Young; Yoon, Hyung-In; Yeo, In-Sung; Huh, Kyung-Hoe; Han, Jung-Suk Journal of Clinical Medicine, Vol.10 No.5, pp.1-12	view file DOI
2021-04	Interaction-Aware Probabilistic Trajectory Prediction of Cut-In Vehicles Using Gaussian Process for Proactive Control of Autonomous Vehicles Yoon, Youngmin; Kim, Changhee; Lee, Jongmin; Yi, Kyongsu IEEE Access, Vol.9, pp.63440-63455	DOI
2021-04	Resting-State Functional Connectivity in Mathematical Expertise Shim, Miseon; Hwang, Han-Jeong; Kuhl, Ulrike; Jeon, Hyeon-Ae BRAIN SCIENCES, Vol.11 No.4	DOI
2021-05	Public Bike Trip Purpose Inference Using Point-of-Interest Data Lee, Jiwon; Yu, Kiyun; Kim, Jiyoung ISPRS International Journal of Geo-Information, Vol.10 No.5, p. 352	DOI
2021-06	Panoptic Segmentation on Panoramic Radiographs: Deep Learning-Based Segmentation of Various Structures Including Maxillary Sinus and Mandibular Canal Cha, Jun-Young; Yoon, Hyung-In; Yeo, In-Sung; Huh, Kyung-Hoe; Han, Jung-Suk Journal of Clinical Medicine, Vol.10 No.12, p. 2577	view file DOI
2021-06	Hardware Acceleration of EEG-Based Emotion Classification Systems: A Comprehensive Survey Gonzalez, Hector A.; George, Richard; Muzaffar, Shahzad; Acevedo, Javier; Hoeppner, Sebastian; Mayr, Christian; Yoo, Jerald; Fitzek, Frank H. P.; Elfadel, Ibrahim M. IEEE Transactions on Biomedical Circuits and Systems, Vol.15 No.3, pp.412-442	DOI
2021-12	Applying and improving AlphaFold at CASP14 Jumper, John; Evans, Richard; Pritzel, Alexander; Green, Tim; Figurnov, Michael; Ronneberger, Olaf; Tunyasuvunakool, Kathryn; Bates, Russ; Zidek, Augustin; Potapenko, Anna; Bridgland, Alex; Meyer, Clemens; Kohl, Simon A. A.; Ballard, Andrew J.; Cowie, Andrew; Romera-Paredes, Bernardino; Nikolov, Stanislav; Jain, Rishub; Adler, Jonas; Back, Trevor; Petersen, Stig; Reiman, David; Clancy, Ellen; Zielinski, Michal; Steinegger, Martin; Pacholska, Michalina; Berghammer, Tamas; Silver, David; Vinyals, Oriol; Senior, Andrew W.; Kavukcuoglu, Koray; Kohli, Pushmeet; Hassabis, Demis Proteins: Structure, Function and Genetics, Vol.89 No.12, pp.1711-1721	DOI
2022	Collision Detection for Robot Manipulators Using Supervised and Unsupervised Learning Algorithms 박규민	view file link
2022	A Closed-Loop Brain-Machine Interface with One-Shot Learning and Online Tuning for Patient-Specific Neurological Disorder Treatment Tsai, Chne-Wuen; Zhang, Miaolin; Zhang, Lian; Yoo, Jerald 2022 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE CIRCUITS AND SYSTEMS (AICAS 2022): INTELLIGENT TECHNOLOGY IN THE POST-PANDEMIC ERA, pp.186-189	DOI
2022	Review of AI-on-the-Edge EEG-Based Patient-Specific Epilepsy Tracking SoCs Zhang, Lian; Zhang, Miaolin; Tsai, Chne-Wuen; Yoo, Jerald 2022 20TH IEEE INTERREGIONAL NEWCAS CONFERENCE (NEWCAS), pp.384-388	DOI
2022-01	Forest fire susceptibility assessment using google earth engine in Gangwon-do, Republic of Korea Piao, Yong; Lee, Dongkun; Park, Sangjin; Kim, Ho Gul; Jin, Yihua Geomatics, Natural Hazards and Risk, Vol.13 No.1, pp.432-450	DOI
2022-01	격자 탐색을 통한 확장 학습 블룸 필터의 거짓 양성 비율 개선 양수현; 김형주 정보과학회논문지, Vol.49 No.1, pp.78-88	DOI
2022-03	A benchmark study of machine learning methods for molecular electronic transition: Tree-based ensemble learning versus graph neural network Kang, Beomchang; Seok, Chaok; Lee, Ju Yong Bulletin of the Korean Chemical Society, Vol.43 No.3, pp.328-335	DOI
2022-08	The sexual brain, genes, and cognition: A machine-predicted brain sex score explains individual differences in cognitive intelligence and genetic influence in young children Kim, Kakyeong; Joo, Yoonjung Yoonie; Ahn, Gun; Wang, Hee-Hwan; Moon, Seo-Yoon; Kim, Hyeonjin; Ahn, Woo-Young; Cha, Jiook Human Brain Mapping, Vol.43 No.12, pp.3857-3872	DOI
2022-08	Development of an operation trajectory design algorithm for control of multiple 0D parameters using deep reinforcement learning in KSTAR Seo, J.; Na, Yong Su; Kim, B.; Lee, C. Y.; Park, M. S.; Park, S. J.; Lee, Y. H. Nuclear Fusion, Vol.62 No.8, p. 086049	DOI
2022-08	기계학습을 통한 토양오염물질 농도 예측 및 분포 매핑 강혜원; 박상진; 이동근 환경영향평가, Vol.31 No.4, pp.214-225
2022-10	ProtTrans: Toward Understanding the Language of Life Through Self-Supervised Learning Elnaggar, Ahmed; Heinzinger, Michael; Dallago, Christian; Rehawi, Ghalia; Yu, Wang; Jones, Llion; Gibbs, Tom; Feher, Tamas; Angerer, Christoph; Steinegger, Martin; Bhowmik, Debsindhu; Rost, Burkhard IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.44 No.10, pp.7112-7127	DOI
2022-12	Structure-guided isoform identification for the human transcriptome Sommer, Markus J.; Cha, Sooyoung; Varabyou, Ales; Rincon, Natalia; Park, Sukhwan; Minkin, Ilia; Pertea, Mihaela; Steinegger, Martin; Salzberg, Steven L. eLife, Vol.11	DOI
2023	Image and AI-based Diffusing Capacity for Carbon Monoxide Prediction in Idiopathic Pulmonary Fibrosis 정원철	view file link
2023	PM2.5 source apportionment and mortality risk assessment using machine learning-based missing value estimation 김영권	view file link
2023	자료의 축적과 기계학습 모형이 행정학 지식 성장에 대한 기여 가능성:공무원 이직의도에 대한 설명력과 예측력을 중심으로 이민아; 고길곤 행정논총, Vol.61 No.3, pp.219-251
2023	Chronic Low Back Pain Recognition Using a Smart Chair 이욱재	view file link
2023	Energy-Efficient AI at the edge for Biomedical Applications Yoo, Jerald Proceedings - International SoC Design Conference 2023, ISOCC 2023, pp.202-202	DOI
2023	Efficient Execution of Machine Learning Workloads on GPUs 유경인	view file link
2023	A Deep Representation Learning for Unsupervised Anomaly Detection 조현수	view file link
2023	Key-Point Detection Algorithm of Deep Learning Can Predict Lower Limb Alignment with Plain Knee Radiographs 박상현	view file link
2023	Development on sensing, prediction and control system of greenhouse environment using machine learning 박세준	view file link
2023-04	Novel machine learning approaches revolutionize protein knowledge Bordin, Nicola; Dallago, Christian; Heinzinger, Michael; Kim, Stephanie; Littmann, Maria; Rauer, Clemens; Steinegger, Martin; Rost, Burkhard; Orengo, Christine Trends in Biochemical Sciences, Vol.48 No.4, pp.345-359	DOI
2024-04	Multimodal-based machine learning approach to classify features of internet gaming disorder and alcohol use disorder: A sensor-level and source-level resting-state electroencephalography activity and neuropsychological study Lee, Ji-Yoon; Song, Myeong Seop; Yoo, So Young; Jang, Joon Hwan; Lee, Deokjong; Jung, Young-Chul; Ahn, Woo-Young; Choi, Jung-Seok Comprehensive Psychiatry, Vol.130, p. 152460	DOI

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