Browse by Subject unsupervised learning
Showing results 1 to 33 of 33
| A survey of machine learning techniques in structural and multidisciplinary optimization Ramu, Palaniappan; Thananjayan, Pugazhenthi; Acar, Erdem; Bayrak, Gamze; Park, Jeong Woo; Lee, Ikjin, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.65, no.9, 2022-09 |
| AdaIN-Based Tunable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising Gu, Jawook; Ye, Jong Chul, IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, v.7, pp.73 - 85, 2021-01 |
| Another Fuzzy Anomaly Detection System Based on Ant Clustering Algorithm Aminanto, Muhamad Erza; Kim, Hakju; Kim, Kyung-Min; Kim, Kwangjo, IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, v.E100A, no.1, pp.176 - 183, 2017-01 |
| Are Reactions to Ego Vehicles Predictable Without Data?: A Semi-Supervised Approach Jeon, Hyeongseok; Kim, Sanmin; Lee, Kibeom; Kang, Daejun; Choi, Jun Won; Kum, Dongsuk, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v.24, no.6, pp.6477 - 6490, 2023-06 |
| Brain-like hierarchical data representation model - hierarchical multi-layer NMF = 뇌 인지 과정을 모방한 계층적 정보 처리 모델 - 계층적 다단계 비음수행렬분해법link Song, Hyun-Ah; 송현아; et al, 한국과학기술원, 2013 |
Clustering Insomnia Patterns by Data From Wearable Devices: Algorithm Development and Validation Study Park, Sungkyu; Lee, Sang Won; Han, Sungwon; Cha, Meeyoung, JMIR MHEALTH AND UHEALTH, v.7, no.12, 2019-12 |
| Cycle-consistent adversarial denoising network for multiphase coronary CT angiography Kang, Eunhee; Koo, Hyun Jung; Yang, Dong Hyun; Seo, Joon Bum; Ye, Jong Chul, MEDICAL PHYSICS, v.46, no.2, pp.550 - 562, 2019-02 |
| CycleGAN With a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Lim, Sungjun; Park, Hyoungjun; Lee, Sang-Eun; Chang, Sunghoe; Sim, Byeongsu; Ye, Jong Chul, IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, v.6, pp.1127 - 1138, 2020-07 |
| Deep Iterative Frame Interpolation for Full-frame Video Stabilization Choi, Jinsoo; Kweon, In-So, ACM TRANSACTIONS ON GRAPHICS, v.39, no.1, 2020-02 |
| Deep Learning-Based Sustainable Data Center Energy Cost Minimization With Temporal MACRO/MICRO Scale Management Kang, Dong Ki; Yang, Eunju; Youn, Chan-Hyun, IEEE ACCESS, v.7, pp.5477 - 5491, 2019-01 |
| DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval Cha, Eunju; Lee, Chanseok; Jang, Mooseok; Ye, Jong Chul, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.44, no.12, pp.9931 - 9943, 2022-12 |
| Development of an Unsupervised LearningBased Automated Evaluation System of Descriptive Assessment 하민수; 최진선; 임다니엘; 최성철; 주재걸; 신철균; 박지선, Brain, Digital, & Learning, v.13, no.4, pp.339 - 351, 2023-12 |
| Extended author-topic modeling for separating topics in problem and solution perspectives = 문제 및 해결책 관점의 주제 분리를 위한 확장된 저자-주제 모델링link Her, Yun; 허윤; et al, 한국과학기술원, 2012 |
| Hybrid Discriminator With Correlative Autoencoder for Anomaly Detection Lee, Jungeon; Umar Karim Khan, Muhammad; Kyung, Chong-Min, IEEE ACCESS, v.9, pp.49098 - 49109, 2021-04 |
| Hybrid neural network models for bankruptcy predictions Lee, KC; Han, Ingoo; Kwon, YS, DECISION SUPPORT SYSTEMS, v.18, no.1, pp.63 - 72, 1996-09 |
| Incremental cue phrase learning and bootstrapping method for causality extraction using cue phrase and word pair probabilities Chang, DS; Choi, Key-Sun, INFORMATION PROCESSING & MANAGEMENT, v.42, no.3, pp.662 - 678, 2006-05 |
| Independent vector analysis = 독립 벡터 분석link Kim, Tae-Su; 김태수; et al, 한국과학기술원, 2007 |
| Iterative kernel principal component analysis for image modeling Kim, Kwang In; Franz, MO; Scholkopf, B, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.27, no.9, pp.1351 - 1366, 2005-09 |
| Low-Dose Sparse-View HAADF-STEM-EDX Tomography of Nanocrystals Using Unsupervised Deep Learning Cha, Eunju; Chung, Hyungjin; Jang, Jaeduck; Lee, Junho; Lee, Eunha; Ye, Jong Chul, ACS NANO, v.16, no.7, pp.10314 - 10326, 2022-06 |
| Methods and Tools to Construct a Global Indoor Positioning System Jung, Suk-Hoon; Lee, Gunwoo; Han, Dong-Soo, IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, v.48, no.6, pp.906 - 919, 2018-06 |
| Mining Fix Patterns for FindBugs Violations Liu, Kui; Kim, Dongsun; Bissyande, Tegawende F.; Yoo, Shin; Le Traon, Yves, IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, v.47, no.1, pp.165 - 188, 2021-01 |
| Missing Cone Artifact Removal in ODT Using Unsupervised Deep Learning in the Projection Domain Chung, Hyungjin; Huh, Jaeyoung; Kim, Geon; Park, Yong Keun; Ye, Jong Chul, IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, v.7, pp.747 - 758, 2021-07 |
| MumfordShah Loss Functional for Image Segmentation With Deep Learning Kim, Boah; Ye, Jong Chul, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.29, pp.1856 - 1866, 2020-01 |
| Non-Simultaneous Sampling Deactivation during the Parameter Approximation of a Topic Model Jeong, Young-Seob; Jin, Sou-Young; Choi, Ho-Jin, KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, v.7, no.1, pp.81 - 98, 2013-01 |
| RRNet: Repetition-Reduction Network for Energy Efficient Depth Estimation Oh, Sangyun; Kim, Hye-Jin S.; Lee, Jongeun; Kim, Junmo, IEEE ACCESS, v.8, pp.106097 - 106108, 2020-05 |
| SimVODIS: Simultaneous Visual Odometry, Object Detection, and Instance Segmentation Kim, Uehwan; Kim, Se Ho; Kim, Jong-Hwan, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.44, no.1, pp.428 - 441, 2022-01 |
| Struct-MDC: Mesh-Refined Unsupervised Depth Completion Leveraging Structural Regularities From Visual SLAM Jeon, Jinwoo; Lim, Hyunjun; Seo, Dong-Uk; Myung, Hyun, IEEE ROBOTICS AND AUTOMATION LETTERS, v.7, no.3, pp.6391 - 6398, 2022-07 |
| Unsupervised anomaly detection in MR images using multicontrast information Kim, Byungjai; Kwon, Kinam; Oh, Changheun; Park, Hyunwook, MEDICAL PHYSICS, v.48, no.11, pp.7346 - 7359, 2021-11 |
| Unsupervised CT Metal Artifact Learning Using Attention-Guided beta-CycleGAN Lee, Junghyun; Gu, Jawook; Ye, Jong Chul, IEEE TRANSACTIONS ON MEDICAL IMAGING, v.40, no.12, pp.3932 - 3944, 2021-12 |
| Unsupervised Denoising for Satellite Imagery Using Wavelet Directional CycleGAN Song, Joonyoung; Jeong, Jae-Heon; Park, Dae-Soon; Kim, Hyun-Ho; Seo, Doo-Chun; Ye, Jong Chul, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v.59, no.8, pp.6823 - 6839, 2021-08 |
| Unsupervised Learning for Crowdsourced Indoor Localization in Wireless Networks Jung, Suk-Hoon; Moon, Byung-chul; Han, Dong-Soo, IEEE TRANSACTIONS ON MOBILE COMPUTING, v.15, no.11, pp.2892 - 2906, 2016-11 |
| Unsupervised learning for crowdsourcing-based WLAN indoor localization system = 무선 네트워크 환경에서의 크라우드소싱 기반 실내 측위 시스템 구축을 위한 자율 학습 기법link Jung, Suk Hoon; 정석훈; et al, 한국과학기술원, 2015 |
| Unsupervised learning of a deep neural network for metal artifact correction using dual-polarity readout gradients Kwon, Kinam; Kim, Dongchan; Kim, Byungjai; Park, Hyun Wook, MAGNETIC RESONANCE IN MEDICINE, v.83, no.1, pp.124 - 138, 2020-01 |
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