Browse by Subject machine learning
Showing results 1 to 60 of 181
| 2023 Roadmap on molecular modelling of electrochemical energy materials Zhang, Chao; Cheng, Jun; Chen, Yiming; Chan, Maria K. Y.; Cai, Qiong; Carvalho, Rodrigo P.; Marchiori, Cleber F. N.; et al, JOURNAL OF PHYSICS-ENERGY, v.5, no.4, 2023-10 |
A Biological Monitoring Method based on the Response Behavior of Caenorhabditis Elegans to Chemicals in Water Jeong, I. S.; Lee, S. R.; Song, Iickho; Kang, S. H., JOURNAL OF ENVIRONMENTAL INFORMATICS, v.33, no.1, pp.47 - 55, 2019-03 |
| A community effort in SARS‐CoV‐2 drug discovery Schimunek, Johannes; Seidl, Philipp; Elez, Katarina; Hempel, Tim; Le, Tuan; Noé, Frank; Olsson, Simon; et al, Molecular Informatics, v.43, no.1, 2024-01 |
| A Data Processing Pipeline for Prediction of Milling Machine Tool Condition from Raw Sensor Data Ferguson, M.; Bhinge, R.; Park, Jinkyoo; Lee, Y. T.; Law, K. H., SMART AND SUSTAINABLE MANUFACTURING SYSTEMS, v.2, no.1, pp.40 - 63, 2018-10 |
| A distributed problem-solving approach for owner-contractor prequalification Park, Sang Chan; Russell, JS; Taha, MA, ANNALS OF OPERATIONS RESEARCH, v.78, pp.111 - 125, 1998-03 |
| A human-centric machine learning based personalized route choice prediction in navigation systems Sun, Bingrong; Gong, Lin; Shim, Jisup; Jang, Kitae; Park, B. Brian; Wang, Hongning; Hu, Jia, JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS, v.27, no.4, pp.523 - 535, 2023-07 |
| A Hybrid Approach of Neural Network and Memory Based learning to Data Mining C.K. Shin; U.T. Yun; H.K. Kim; Park, Sang Chan, IEEE TRANSACTIONS ON NEURAL NETWORKS, v.11, no.3, pp.637 - 646, 2000-05 |
| A Hybrid Jamming Detection Algorithm for Wireless Communications: Simultaneous Classification of Known Attacks and Detection of Unknown Attacks Hong, Seokhwa; Kim, Kyuyeong; Lee, Si-Hyeon, IEEE COMMUNICATIONS LETTERS, v.27, no.7, pp.1769 - 1773, 2023-07 |
| A machine learning approach based on generative topographic mapping for disruption prevention and avoidance at JET Pau, A; Jeong, C; Kwak, Sehyun, NUCLEAR FUSION, v.59, no.10, pp.106017, 2019-10 |
| A Novel Deep-Learning-Based Robust Data Transmission Period Control Framework in IoT Edge Computing System Han, Jaeseob; Lee, Gyeong Ho; Lee, Joohyung; Kim, Tae Yeon; Choi, Jun Kyun, IEEE INTERNET OF THINGS JOURNAL, v.9, no.23, pp.23486 - 23505, 2022-12 |
| A Novel Hybrid Deep Neural Network to Predict Pre-impact Fall for Older People Based on Wearable Inertial Sensors Yu, Xiaoqun; Qiu, Hai; Xiong, Shuping, Frontiers in Bioengineering and Biotechnology, v.8, no.63, 2020-02 |
| A parallel MR imaging method using multilayer perceptron Kwon, Kinam; Kim, Dongchan; Park, HyunWook, MEDICAL PHYSICS, v.44, no.12, pp.6209 - 6224, 2017-12 |
| A Survey on Data Collection for Machine Learning: a Big Data - AI Integration Perspective Roh, Yuji; Heo, Geon; Whang, Steven Euijong, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.33, no.4, pp.1328 - 1347, 2021-04 |
| A System Development for Autonomous Driving of Mini-Tram KIM, Taejin; Oh, Hyeonchan; Shim, David Hyunchul, Journal of Institute of Control, Robotics and Systems, v.25, no.6, pp.506 - 511, 2019-04 |
| Accelerating Optimal Experimental Design for Robust Synchronization of Uncertain Kuramoto Oscillator Model Using Machine Learning Woo, Hyun-Myung; Hong, Youngjoon; Kwon, Bongsuk; Yoon, Byung-Jun, IEEE TRANSACTIONS ON SIGNAL PROCESSING, v.69, pp.6473 - 6487, 2021 |
| Activity Trends of Methane Oxidation Catalysts under Emission Conditions Bang, Gi Joo; Gu, Geun Ho; Noh, Juhwan; Jung, Yousung, ACS CATALYSIS, v.12, no.16, pp.10255 - 10263, 2022-08 |
| Adapting to Unknown Conditions in Learning-Based Mobile Sensing Gong, Taesik; Kim, Yeonsu; Choi, Ryuhaerang; Shin, Jinwoo; Lee, Sung-Ju, IEEE TRANSACTIONS ON MOBILE COMPUTING, v.21, no.10, pp.3470 - 3485, 2022-10 |
| Adaptive path-integral autoencoder: representation learning and planning for dynamical systems Ha, Jung-Su; Park, Young Jin; Chae, Hyeok-Joo; Park, Soon-Seo; Choi, Han-Lim, JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, v.2019, no.12, 2019-12 |
| Advanced Ensemble Adversarial Example on Unknown Deep Neural Network Classifiers Kwon, Hyun; Kim, Yongchul; Park, Ki-Woong; Yoon, Hyunsoo; Choi, Daeseon, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, v.E101D, no.10, pp.2485 - 2500, 2018-10 |
| Advanced Welding Manufacturing: A Brief Analysis and Review of Challenges and Solutions Zhang, Yu Ming; Yang, Yu-Ping; Zhang, Wei; Na, Suck-Joo, JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, v.142, no.11, 2020-11 |
| Advancements in High-Throughput Screening and Machine Learning Design for 2D Ferromagnetism: A Comprehensive Review Xin, Chao; Song, Bingqian; Jin, Guangyong; Song, Yongli; Pan, Feng, ADVANCED THEORY AND SIMULATIONS, 2023-08 |
| An alternative approach to capture uncertainties embedded in the estimation of social cost of carbon Caesary, Desy; Kim, Hana; Nam, Myung Jin, WILEY INTERDISCIPLINARY REVIEWS-ENERGY AND ENVIRONMENT, v.12, no.4, 2023-07 |
| An ensemble of transliteration models for information retrieval Oh, JH; Choi, Key-Sun, INFORMATION PROCESSING & MANAGEMENT, v.42, no.4, pp.980 - 1002, 2006-07 |
| An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties Ren, Zekun; Tian, Siyu Isaac Parker; Noh, Juhwan; Oviedo, Felipe; Xing, Guangzong; Li, Jiali; Liang, Qiaohao; et al, MATTER, v.5, no.1, pp.314 - 335, 2022-01 |
| An Investigation of Insider Threat Mitigation Based on EEG Signal Classification Kim, Jung Hwan; Kim, Chul Min; Yim, Man-Sung, SENSORS, v.20, no.21, 2020-11 |
| An Overview of Processing-in-Memory Circuits for Artificial Intelligence and Machine Learning Kim, Donghyuk; Yu, Chengshuo; Xie, Shanshan; Chen, Yuzong; Kim, Joo-Young; Kim, Bongjin; Kulkarni, Jaydeep P.; et al, IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, v.12, no.2, pp.338 - 353, 2022-06 |
| APE: A Data-Driven, Behavioral Model-Based Anti-Poaching Engine Park, Noseong; Serra, Edoardo; Snitch, Tom; Subrahmanian, V. S., IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, v.2, no.2, pp.15 - 37, 2015-06 |
| Application of Machine Learning for Optimization of 3-D Integrated Circuits and Systems Park, Sung Joo; Bae, Bumhee; Kim, Joungho; Swaminathan, Madhavan, IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, v.25, no.6, pp.1856 - 1865, 2017-06 |
| Applying Comparable Sales Method to the Automated Estimation of Real Estate Prices Kim, Yunjong; Choi, Seungwoo; Yi, Mun Yong, SUSTAINABILITY, v.12, no.14, 2020-07 |
| Applying network link prediction in drug discovery: an overview of the literature Son, Jeongtae; Kim, Dongsup, EXPERT OPINION ON DRUG DISCOVERY, v.19, no.1, pp.43 - 56, 2024-01 |
| Bayesian Optimization of MOSFET Devices Using Effective Stopping Condition Kim, Bokyeom; Shin, Mincheol, IEEE ACCESS, v.9, pp.108480 - 108494, 2021-08 |
| Bimetallic Gold-Silver Nanostructures Drive Low Overpotentials for Electrochemical Carbon Dioxide Reduction Park, Joon Woo; Choi, Woong; Noh, Juhwan; Park, Woonghyeon; Gu, Geun Ho; Park, Jonghyeok; Jung, Yousung; et al, ACS APPLIED MATERIALS & INTERFACES, v.14, no.5, pp.6604 - 6614, 2022-02 |
| Biosignal-Based Attention Monitoring to Support Nuclear Operator Safety-Relevant Tasks Kim, Jung Hwan; Kim, Chul Min; Jung, Eun-Soo; Yim, Man-Sung, FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, v.14, pp.596531, 2020-12 |
| Block-Fading non-Stationary Channel Estimation for MIMO-OFDM Systems via Meta-Learning Kim, Dongwon; Park, Sangwoo; Kang, Jinkyu; Kang, Joonhyuk, IEEE COMMUNICATIONS LETTERS, v.26, no.12, pp.2924 - 2928, 2022-12 |
| Blurred image region detection and segmentation = 블러 영역 검출 및 분할link Lee, Hyuk-zae; 이혁재; et al, 한국과학기술원, 2014 |
| Bucket renormalization for approximate inference Ahn, Sungsoo; Chertkov, Michael; Weller, Adrian; Shin, Jinwoo, JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, v.2019, no.12, pp.124022, 2019-12 |
| CAPTCHA Image Generation: Two-Step Style-Transfer Learning in Deep Neural Networks Kwon, Hyun; Yoon, Hyunsoo; Park, Ki-Woong, SENSORS, v.20, no.5, pp.1495, 2020-03 |
| Case-based reasoning and neural network based expert system for personalization Im K.H.; Park, Sang Chan, EXPERT SYSTEMS WITH APPLICATIONS, v.32, no.1, pp.77 - 85, 2007 |
| Channel Characteristic-Based Deep Neural Network Models for Accurate Eye Diagram Estimation in High Bandwidth Memory (HBM) Silicon Interposer Lho, Daehwan; Park, Hyunwook; Park, Shinyoung; Kim, Subin; Kang, Hyungmin; Sim, Boogyo; Kim, Seongguk; et al, IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, v.64, no.1, pp.196 - 208, 2022-02 |
| Characteristic facial retargeting Song, Jaewon; Choi, Byungkuk; Seol, Yeongho; Noh, Junyong, COMPUTER ANIMATION AND VIRTUAL WORLDS, v.22, no.2-3, pp.187 - 194, 2011-05 |
| Characteristic Facial Retargeting = 대상의 특성에 따른 얼굴 애니메이션 리타겟팅link Song, Jae-Won; 송재원; et al, 한국과학기술원, 2011 |
| Code Edit Recommendation Using a Recurrent Neural Network Lee, Seonah; Lee, Jaejun; Kang, Sungwon; Ahn, Jongsun; Cho, Heetae, APPLIED SCIENCES-BASEL, v.11, no.19, pp.9286, 2021-10 |
| Comprehensive Analysis of Traffic Accidents in Seoul: Major Factors and Types Affecting Injury Severity Jeong, Hyeonchoel; Kim, Inhi; Han, Keejun; Kim, Jungeun, APPLIED SCIENCES-BASEL, v.12, no.4, 2022-02 |
| Comprehensive Assessment of High-Risk Plaques by Dual-Modal Imaging Catheter in Coronary Artery Kim, Sunwon; Nam, Hyeong Soo; Lee, Min Woo; Kim, Hyun Jung; Kang, Woo Jae; Song, Joon Woo; Han, Jeongmoo; et al, JACC-BASIC TO TRANSLATIONAL SCIENCE, v.6, no.12, pp.948 - 960, 2021-12 |
| Computational Fluid Dynamics Modelling and Analysis Approach for Estimating Internal Short-Circuiting in Clearwells Shin, Eunher; Ryu, Jewan; Park, Heekyung, WATER, v.13, no.13, 2021-07 |
| Computational Method-Based Optimization of Carbon Nanotube Thin-Film Immunosensor for Rapid Detection of SARS-CoV-2 Virus Kim, Su Yeong; Lee, Jeong Chan; Seo, Giwan; Woo, Jun Hee; Lee, Min Ho; Nam, Jaewook; Sim, Joo Yong; et al, SMALL SCIENCE, v.2, no.2, 2022-02 |
| Computational Screening of Trillions of Metal-Organic Frameworks for High-Performance Methane Storage Lee, Sangwon; Kim, Baekjun; Cho, Hyun; Lee, Hooseung; Lee, Sarah Yunmi; Cho, Eun Seon; Kim, Jihan, ACS APPLIED MATERIALS & INTERFACES, v.13, no.20, pp.23647 - 23654, 2021-05 |
| Convolutional Neural Network Classifies Pathological Voice Change in Laryngeal Cancer with High Accuracy Kim, HyunBum; Jeon, Juhyeong; Han, Yeon Jae; Joo, YoungHoon; Lee, Jonghwan; Lee, Seungchul; Im, Sun, JOURNAL OF CLINICAL MEDICINE, v.9, no.11, 2020-11 |
| Corporate Default Predictions Using Machine Learning: Literature Review Kim, Hyeongjun; Cho, Hoon; Ryu, Doojin, SUSTAINABILITY, v.12, no.16, 2020-08 |
| Custom Sub-Systems and Circuits for Deep Learning: Guest Editorial Overview Chen, Chia-Yu; Murmann, Boris; Seo, Jae-Sun; Yoo, Hoi-Jun, IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, v.9, no.2, pp.247 - 252, 2019-06 |
| Data augmentation to address various rotation errors of wearable sensors for robust pre-impact fall detection Yu, Xiaoqun; Ma, Tianjun; Jang, Jaehyuk; Xiong, Shuping, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, v.27, no.5, pp.2197 - 2207, 2023-05 |
| Deep Generative Tread Pattern Design Framework for Efficient Conceptual Design Lee, Mingyu; Park, Youngseo; Jo, Hwisang; Kim, Kibum; Lee, Seungkyu; Lee, Ikjin, JOURNAL OF MECHANICAL DESIGN, v.144, no.7, 2022-07 |
| Deep Learning Algorithm With Residual Blocks for Chemical Gas Concentration Estimation Jang, Hee-Deok; Park, Jae-Hyeon; Chang, Dong Eui; Seo, Hyun-Soo; Nam, Hyunwoo, Journal of Institute of Control, Robotics and Systems, v.29, no.7, pp.556 - 561, 2023-07 |
| Deep Learning Based Transmit Power Control in Underlaid Device-to-Device Communication Lee, Woong-Sup; Kim, Minhoe; Cho, Dong-Ho, IEEE SYSTEMS JOURNAL, v.13, no.3, pp.2551 - 2554, 2019-09 |
| Design of Processing-in-Memory With Triple Computational Path and Sparsity Handling for Energy-Efficient DNN Training Han, Wontak; Heo, Jaehoon; Kim, Junsoo; Lim, Sukbin; Kim, Joo-Young, IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, v.12, no.2, pp.354 - 366, 2022-06 |
| Designing an Adhesive Pillar Shape with Deep Learning-Based Optimization Kim, Yongtae; Yang, Charles; Kim, Youngsoo; Gu, Grace X.; Ryu, Seunghwa, ACS APPLIED MATERIALS & INTERFACES, v.12, no.21, pp.24458 - 24465, 2020-05 |
| Development and Application of Web-based Machine Learning Program for Automated Assessment Model Generation 최민석; 주재걸; 하민수, Brain, Digital, & Learning, v.12, no.4, pp.567 - 578, 2022-12 |
| Development and Clinical Evaluation of a Web-Based Upper Limb Home Rehabilitation System Using a Smartwatch and Machine Learning Model for Chronic Stroke Survivors: Prospective Comparative Study Chae, Sang Hoon; Kim, Yushin; Lee, Kyoung-Soub; Park, Hyung-Soon, JMIR MHEALTH AND UHEALTH, v.8, no.7, pp.e17216, 2020-07 |
| Dietary Pattern Extraction Using Natural Language Processing Techniques Choi, Insu; Kim, Jihye; Kim, Woo Chang, FRONTIERS IN NUTRITION, v.9, 2022-03 |
| Disaster assessment using computer vision and satellite imagery: Applications in detecting water-related building damages Kim, Danu; Won, Jeongkyung; Lee, Eunji; Park, Kyung Ryul; Kim, Jihee; Park, Sangyoon; Yang, Hyunjoo; et al, FRONTIERS IN ENVIRONMENTAL SCIENCE, v.10, no.0, pp.1 - 14, 2022-10 |
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