Browse "School of Electrical Engineering(전기및전자공학부)" by Subject machine learning
Showing results 1 to 38 of 38
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 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 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 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 |
| 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 |
| 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 |
| 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 |
| Bayesian Optimization of MOSFET Devices Using Effective Stopping Condition Kim, Bokyeom; Shin, Mincheol, IEEE ACCESS, v.9, pp.108480 - 108494, 2021-08 |
| 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 |
| 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 |
| 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 |
| 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 |
| Distributed Off-Policy Temporal Difference Learning Using Primal-Dual Method Lee, Donghwan; Kim, Do Wan; Hu, Jianghai, IEEE ACCESS, v.10, pp.107077 - 107094, 2022-10 |
| Effect of Prediction Error of Machine Learning Schemes on Photovoltaic Power Trading Based on Energy Storage Systems Bae, Kuk Yeol; Jang, Han Seung; Jung, Bang Chul; Sung, Dan Keun, ENERGIES, v.12, no.7, 2019-04 |
| Free-form optimization of nanophotonic devices: from classical methods to deep learning Park, Juho; Kim, Sanmun; Nam, Daniel Wontae; Chung, Haejun; Park, Chan Y.; Jang, Min Seok, NANOPHOTONICS, v.11, no.9, pp.1809 - 1845, 2022-01 |
| Individualized AI Tutor Based on Developmental Learning Networks Kim, Woo-Hyun; Kim, Jong-Hwan, IEEE ACCESS, v.8, pp.27927 - 27937, 2020-02 |
| Learning a discriminative histogram representation for histogram intersection kernel (HIK) = 히스토그램 교차 커널을 위한 분별력 있는 히스토그램 표현 학습link Baek, Seung-Ryul; 백승렬; et al, 한국과학기술원, 2011 |
| Learning a discriminative histogram representation for histogram intersection kernel (HIK) = 히스토그램 교차 커널을 위한 분별력 있는 히스토그램 표현 학습link Baek, Seung-Ryul; 백승렬; et al, 한국과학기술원, 2011 |
| Machine Learning for Practical Localization System Using Multiview CSI Kim, Minseuk; Han, Dongsoo; Rhee, June-Koo Kevin, IEEE ACCESS, v.8, pp.184575 - 184584, 2020-10 |
| Machine Learning-Based Dimension Optimization for Two-Stage Precoder in Massive MIMO Systems with Limited Feedback Kang, Jinho; Lee, Jung Hoon; Choi, Wan, APPLIED SCIENCES-BASEL, v.9, no.14, 2019-07 |
| Machine Learning-Guided Etch Proximity Correction Shim, Seongbo; Shin, Youngsoo, IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, v.30, no.1, pp.1 - 7, 2017-02 |
| Massive MIMO Channel Prediction Via Meta-Learning and Deep Denoising: Is a Small Dataset Enough? Kim, Hwanjin; Choi, Junil; Love, David J., IEEE Transactions on Wireless Communications, v.22, no.12, pp.9278 - 9290, 2023-12 |
| Massive MIMO Channel Prediction: Kalman Filtering Vs. Machine Learning Kim, Hwanjin; Kim, Sucheol; Lee, Hyeongtaek; Jang, Chulhee; Choi, Yongyun; Choi, Junil, IEEE TRANSACTIONS ON COMMUNICATIONS, v.69, no.1, pp.518 - 528, 2021-01 |
| Modeling and Simulation Using Artificial Neural Network-Embedded Cellular Automata Kim, Byeong Soo; Kim, Tag Gon, IEEE ACCESS, v.8, pp.24056 - 24061, 2020-01 |
| Multiview Variational Deep Learning With Application to Practical Indoor Localization Kim, Minseuk; Han, Dong-Soo; Rhee, June-Koo Kevin, IEEE INTERNET OF THINGS JOURNAL, v.8, no.15, pp.12375 - 12383, 2021-08 |
| Physical design and mask synthesis for directed self-assembly lithography = 직접 자기조립 리소그라피를 위한 회로 설계 및 마스크 합성 연구link Shim, Seongbo; 심성보; et al, 한국과학기술원, 2016 |
| Quantum Error Mitigation With Artificial Neural Network Kim, Changjun; Park, Kyungdeock Daniel; Rhee, June-Koo, IEEE ACCESS, v.8, pp.188853 - 188860, 2020-10 |
| 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 |
| Short-Range Radar Based Real-Time Hand Gesture Recognition Using LSTM Encoder Choi, Jae Woo; Ryu, Si Jung; Kim, Jong-Hwan, IEEE ACCESS, v.7, pp.33610 - 33618, 2019-04 |
| Survival Analysis of COVID-19 Patients With Symptoms Information by Machine Learning Algorithms Kim, Gwangsu; Yoo, Chang-Dong; Yang, Seong J., IEEE ACCESS, v.10, pp.62282 - 62291, 2022 |
| Unsupervised View-Selective Deep Learning for Practical Indoor Localization Using CSI Han, Dong-Soo; Kim, Minseuk; Rhee, June-Koo Kevin, IEEE SENSORS JOURNAL, v.21, no.21, pp.24398 - 24408, 2021-11 |
| 다중라디오 환경에서 에너지 효율을 고려한 기계학습 기반의 적응형 전송 = Machine-learning-based bit and power adaptation for energy-efficient multiple radio-access technologieslink 박휘성; Park, Hwi-Sung; et al, 한국과학기술원, 2014 |
| 드론 활용 목표물 추적 응용에서의 인공지능 작업 실행효율 비교 분석: 클라우드 기반 대 드론 기반 손경환; Hostallero, David; 김대우; 방지환; 강완주; 윤세은; 구윤표; et al, 한국통신학회논문지, v.43, no.1, pp.143 - 151, 2018-01 |
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