Yuh-Jye Lee

52 papers A* 1A 1B 4C 4Misc 1Journal 19Unranked 22
YearRankTypeTitle / Venue / Authors
2023 B conf
Federated Learning for Sparse Principal Component Analysis.
IEEE Big Data
Sin Cheng Ciou, Pin-Jui Chen, Elvin Y. Tseng, Yuh-Jye Lee
2023 J jnl
Federated Learning for Sparse Principal Component Analysis.
CoRR
Sin Cheng Ciou, Pin-Jui Chen, Elvin Y. Tseng, Yuh-Jye Lee
2019 B conf
A Unified Approach on Active Learning Dual Supervision.
IJCNN
Adrian Chriswanto, Hsing-Kuo Pao, Yuh-Jye Lee
2019 — conf
Continuous Monitoring of the Ambient Factors via ε-Smooth Support Vector Regression.
UCAmI
Yan-Ru Jhuo, Chi-Yu Chen, Yu-Hsuan Yang, Hsing-Chuan Hsieh, Yuh-Jye Lee
2019 J jnl
Dealing with Interleaved Event Inputs for Intrusion Detection.
J. Inf. Sci. Eng.
Hsing-Kuo Pao, Fong-Fuei Lee, Yuh-Jye Lee
2019 — conf
Distributed Consensus Reduced Support Vector Machine.
IEEE BigData
Hsiang-Hsuan Chen, Yuh-Jye Lee
2018 J jnl
Two smooth support vector machines for \(\varepsilon \) -insensitive regression.
Comput. Optim. Appl.
Weizhe Gu, Wei-Po Chen, Chun-Hsu Ko, Yuh-Jye Lee, Jein-Shan Chen
2017 J jnl
A study on anomaly detection ensembles.
J. Appl. Log.
Alvin Chiang, Esther David, Yuh-Jye Lee, Guy Leshem, Yi-Ren Yeh
2017 — conf
Big active learning.
IEEE BigData
Er-Chen Huang, Hsing-Kuo Pao, Yuh-Jye Lee
2017 J jnl
Detecting In Situ Identity Fraud on Social Network Services: A Case Study With Facebook.
IEEE Syst. J.
Shan-Hung Wu, Man-Ju Chou, Chun-Hsiung Tseng, Yuh-Jye Lee, Kuan-Ta Chen
2016 — conf
ChainSpot: Mining Service Logs for Cyber Security Threat Detection.
Trustcom/BigDataSE/ISPA
Jain-Shing Wu, Yuh-Jye Lee, Te-En Wei, Chih-Hung Hsieh, Chia-Min Lai
2016 — conf
Compressed learning for time series classification.
IEEE BigData
Yuh-Jye Lee, Hsing-Kuo Pao, Shueh-Han Shih, Jing-Yao Lin, Xin-Rong Chen
2016 — conf
Sparse sampling for sensing temporal data - building an optimized envelope.
TAAI
Menachem Domb, Guy Leshem, Elisheva Bonchek-Dokow, Esther David, Yuh-Jye Lee
2015 — conf
A Distributed Ensemble Scheme for nonlinear Support Vector Machine.
ISSNIP
Wei-Chih Lai, Po-Han Huang, Yuh-Jye Lee, Alvin Chiang
2015 J jnl
Keystroke and Mouse Movement Profiling for Data Loss Prevention.
J. Inf. Sci. Eng.
Jain-Shing Wu, Chih-Ta Lin, Yuh-Jye Lee, Song-Kong Chong
2014 — conf
Connected vehicle safety science, system, and framework.
WF-IoT
Kuan-Wen Chen, Hsin-Mu Tsai, Chih-Hung Hsieh, Shou-De Lin, Chieh-Chih Wang, Shao-Wen Yang, Shao-Yi Chien, Chia-Han Lee, Yu-Chi Su, Chun-Ting Chou, Yuh-Jye Lee, Hsing-Kuo Pao, Ruey-Shan Guo, Chung-Jen Chen, Ming-Hsuan Yang, Bing-Yu Chen, Yi-Ping Hung
2014 — conf
Continuous Monitoring and Distributed Anomaly Detection for Ambient Factors.
iThings/GreenCom/CPSCom
Yang-Chi Shen, Alvin Chiang, Yi-Ren Yeh, Yuh-Jye Lee
2014 — conf
Detecting in-situ identity fraud on social network services: a case study on facebook.
WWW (Companion Volume)
Shan-Hung Wu, Man-Ju Chou, Chun-Hsiung Tseng, Yuh-Jye Lee, Kuan-Ta Chen
2014 — conf
Efficient traffic speed forecasting based on massive heterogenous historical data.
IEEE BigData
Xing-Yu Chen, Hsing-Kuo Pao, Yuh-Jye Lee
2013 — conf
A Hierarchical Framework Using Approximated Local Outlier Factor for Efficient Anomaly Detection.
ANT/SEIT
Lin Xu, Yi-Ren Yeh, Yuh-Jye Lee, Jing Li
2013 J jnl
Anomaly Detection via Online Oversampling Principal Component Analysis.
IEEE Trans. Knowl. Data Eng.
Yuh-Jye Lee, Yi-Ren Yeh, Yu-Chiang Frank Wang
2013 — conf
Energy Disaggregation via Clustered Regression Models: A Case Study in the Convenience Store.
TAAI
Hsiao-Hui Chen, Ping-Feng Wang, Ching-Tien Sung, Yi-Ren Yeh, Yuh-Jye Lee
2013 — conf
Frequent Pattern Based User Behavior Anomaly Detection for Cloud System.
TAAI
Chien-Yi Chiu, Chi-Tien Yeh, Yuh-Jye Lee
2013 J jnl
Is Somebody Watching Your Facebook Newsfeed?
CoRR
Shan-Hung Wu, Man-Ju Chou, Ming-Hung Wang, Chun-Hsiung Tseng, Yuh-Jye Lee, Kuan-Ta Chen
2013 — conf
Key Stroke Profiling for Data Loss Prevention.
TAAI
Jain-Shing Wu, Yuh-Jye Lee, Song-Kong Chong, Chih-Ta Lin, Jung-Lun Hsu
2013 — conf
Malicious URL filtering - A big data application.
IEEE BigData
Min-Sheng Lin, Chien-Yi Chiu, Yuh-Jye Lee, Hsing-Kuo Pao
2013 Misc conf
Solving Nonlinear SVM in Linear Time? A Nyström Approximated SVM with Applications to Image Classification.
MVA
Ming-Hen Tsai, Yi-Ren Yeh, Yuh-Jye Lee, Yu-Chiang Frank Wang
2012 J jnl
An RSVM based two-teachers-one-student semi-supervised learning algorithm.
Neural Networks
Chien-Chung Chang, Hsing-Kuo Pao, Yuh-Jye Lee
2012 B conf
Clock Skew Based Client Device Identification in Cloud Environments.
AINA
Ding-Jie Huang, Kai-Ting Yang, Chien-Chun Ni, Wei-Chung Teng, Tien-Ruey Hsiang, Yuh-Jye Lee
2012 — conf
Malicious URL Detection Based on Kolmogorov Complexity Estimation.
Web Intelligence
Hsing-Kuo Pao, Yan-Lin Chou, Yuh-Jye Lee
2011 J jnl
A novel framework for multi-class classification via ternary smooth support vector machine.
Pattern Recognit.
Chih-Cheng Chang, Li-Jen Chien, Yuh-Jye Lee
2011 B conf
Locality-constrained group sparse representation for robust face recognition.
ICIP
Yu-Wei Chao, Yi-Ren Yeh, Yu-Wen Chen, Yuh-Jye Lee, Yu-Chiang Frank Wang
2011 — conf
Rank-r Updating Techniques for Fast Exact Cross-Validation.
ICDM (Poster and Industry Proceedings)
Yi-Cheng Tseng, Yuh-Jye Lee
2010 J jnl
Multiclass support vector classification via coding and regression.
Neurocomputing
Pei-Chun Chen, Kuang-Yao Lee, Tsung-Ju Lee, Yuh-Jye Lee, Su-Yun Huang
2010 C conf
Robust 1-Norm Soft Margin Smooth Support Vector Machine.
IDEAL
Li-Jen Chien, Yuh-Jye Lee, Zhi-Peng Kao, Chih-Cheng Chang
2010 A* conf
Semi-supervised Learning for False Alarm Reduction.
ICDM
Chien-Yi Chiu, Yuh-Jye Lee, Chien-Chung Chang, Wen-Yang Luo, Hsiu-Chuan Huang
2010 J jnl
Variant Methods of Reduced Set Selection for Reduced Support Vector Machines.
J. Inf. Sci. Eng.
Li-Jen Chien, Chien-Chung Chang, Yuh-Jye Lee
2009 J jnl
Nonlinear Dimension Reduction with Kernel Sliced Inverse Regression.
IEEE Trans. Knowl. Data Eng.
Yi-Ren Yeh, Su-Yun Huang, Yuh-Jye Lee
2009 — conf
Periodic Step Size Adaptation for Single Pass On-line Learning.
NIPS
Chun-Nan Hsu, Yu-Ming Chang, Han-Shen Huang, Yuh-Jye Lee
2009 J jnl
Periodic step-size adaptation in second-order gradient descent for single-pass on-line structured learning.
Mach. Learn.
Chun-Nan Hsu, Han-Shen Huang, Yu-Ming Chang, Yuh-Jye Lee
2007 — conf
A three-tier IDS via data mining approach.
MineNet
Tsong Song Hwang, Tsung-Ju Lee, Yuh-Jye Lee
2007 J jnl
Model selection for support vector machines via uniform design.
Comput. Stat. Data Anal.
Chien-Ming Huang, Yuh-Jye Lee, Dennis K. J. Lin, Su-Yun Huang
2007 J jnl
Reduced Support Vector Machines: A Statistical Theory.
IEEE Trans. Neural Networks
Yuh-Jye Lee, Su-Yun Huang
2006 — conf
Ranking the Rules and Instances of Decision Trees.
ICDM (Posters)
Yuh-Jye Lee, Yi-Ren Yeh
2005 C conf
Model Trees for Classification of Hybrid Data Types.
IDEAL
Hsing-Kuo Pao, Shou-Chih Chang, Yuh-Jye Lee
2005 J jnl
epsilon-SSVR: A Smooth Support Vector Machine for epsilon-Insensitive Regression.
IEEE Trans. Knowl. Data Eng.
Yuh-Jye Lee, Wen-Feng Hsieh, Chien-Ming Huang
2004 C conf
Clustering Model Selection for Reduced Support Vector Machines.
IDEAL
Lih-Ren Jen, Yuh-Jye Lee
2004 C conf
Generating the Reduced Set by Systematic Sampling.
IDEAL
Chien-Chung Chang, Yuh-Jye Lee
2003 J jnl
Survival-Time Classification of Breast Cancer Patients.
Comput. Optim. Appl.
Yuh-Jye Lee, Olvi L. Mangasarian, William H. Wolberg
2001 A conf
RSVM: Reduced Support Vector Machines.
SDM
Yuh-Jye Lee, Olvi L. Mangasarian
2001 J jnl
SSVM: A Smooth Support Vector Machine for Classification.
Comput. Optim. Appl.
Yuh-Jye Lee, O. L. Mangasarian
1999 — conf
Breast cancer survival and chemotherapy: A support vector machine analysis.
Discrete Mathematical Problems with Medical Applications
Yuh-Jye Lee, Olvi L. Mangasarian, William H. Wolberg