Yuh-Jye Lee

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 13

Top Topics

Social Network Services

Sparse Sampling

Top Venues

J. Inf. Sci. Eng.

Publications

Sin Cheng Ciou, Pin-Jui Chen, Elvin Y. Tseng, Yuh-Jye Lee
Federated Learning for Sparse Principal Component Analysis. BigData (2023)
Sin Cheng Ciou, Pin-Jui Chen, Elvin Y. Tseng, Yuh-Jye Lee
Federated Learning for Sparse Principal Component Analysis. CoRR (2023)
Adrian Chriswanto, Hsing-Kuo Pao, Yuh-Jye Lee
A Unified Approach on Active Learning Dual Supervision. IJCNN (2019)
Hsing-Kuo Pao, Fong-Fuei Lee, Yuh-Jye Lee
Dealing with Interleaved Event Inputs for Intrusion Detection. J. Inf. Sci. Eng. 35 (1) (2019)
Hsiang-Hsuan Chen, Yuh-Jye Lee
Distributed Consensus Reduced Support Vector Machine. IEEE BigData (2019)
Yan-Ru Jhuo, Chi-Yu Chen, Yu-Hsuan Yang, Hsing-Chuan Hsieh, Yuh-Jye Lee
Continuous Monitoring of the Ambient Factors via ε-Smooth Support Vector Regression. UCAmI (2019)
Weizhe Gu, Wei-Po Chen, Chun-Hsu Ko, Yuh-Jye Lee, Jein-Shan Chen
Two smooth support vector machines for \(\varepsilon \) -insensitive regression. Comput. Optim. Appl. 70 (1) (2018)
Shan-Hung Wu, Man-Ju Chou, Chun-Hsiung Tseng, Yuh-Jye Lee, Kuan-Ta Chen
Detecting In Situ Identity Fraud on Social Network Services: A Case Study With Facebook. IEEE Syst. J. 11 (4) (2017)
Er-Chen Huang, Hsing-Kuo Pao, Yuh-Jye Lee
Big active learning. IEEE BigData (2017)
Alvin Chiang, Esther David, Yuh-Jye Lee, Guy Leshem, Yi-Ren Yeh
A study on anomaly detection ensembles. J. Appl. Log. 21 (2017)
Jain-Shing Wu, Yuh-Jye Lee, Te-En Wei, Chih-Hung Hsieh, Chia-Min Lai
ChainSpot: Mining Service Logs for Cyber Security Threat Detection. Trustcom/BigDataSE/ISPA (2016)
Menachem Domb, Guy Leshem, Elisheva Bonchek-Dokow, Esther David, Yuh-Jye Lee
Sparse sampling for sensing temporal data - building an optimized envelope. TAAI (2016)
Yuh-Jye Lee, Hsing-Kuo Pao, Shueh-Han Shih, Jing-Yao Lin, Xin-Rong Chen
Compressed learning for time series classification. IEEE BigData (2016)
Wei-Chih Lai, Po-Han Huang, Yuh-Jye Lee, Alvin Chiang
A Distributed Ensemble Scheme for nonlinear Support Vector Machine. ISSNIP (2015)
Jain-Shing Wu, Chih-Ta Lin, Yuh-Jye Lee, Song-Kong Chong
Keystroke and Mouse Movement Profiling for Data Loss Prevention. J. Inf. Sci. Eng. 31 (1) (2015)
Xing-Yu Chen, Hsing-Kuo Pao, Yuh-Jye Lee
Efficient traffic speed forecasting based on massive heterogenous historical data. IEEE BigData (2014)
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
Connected vehicle safety science, system, and framework. WF-IoT (2014)
Shan-Hung Wu, Man-Ju Chou, Chun-Hsiung Tseng, Yuh-Jye Lee, Kuan-Ta Chen
Detecting in-situ identity fraud on social network services: a case study on facebook. WWW (Companion Volume) (2014)
Yang-Chi Shen, Alvin Chiang, Yi-Ren Yeh, Yuh-Jye Lee
Continuous Monitoring and Distributed Anomaly Detection for Ambient Factors. iThings/GreenCom/CPSCom (2014)
Yuh-Jye Lee, Yi-Ren Yeh, Yu-Chiang Frank Wang
Anomaly Detection via Online Oversampling Principal Component Analysis. IEEE Trans. Knowl. Data Eng. 25 (7) (2013)
Shan-Hung Wu, Man-Ju Chou, Ming-Hung Wang, Chun-Hsiung Tseng, Yuh-Jye Lee, Kuan-Ta Chen
Is Somebody Watching Your Facebook Newsfeed? CoRR (2013)
Chien-Yi Chiu, Chi-Tien Yeh, Yuh-Jye Lee
Frequent Pattern Based User Behavior Anomaly Detection for Cloud System. TAAI (2013)
Hsiao-Hui Chen, Ping-Feng Wang, Ching-Tien Sung, Yi-Ren Yeh, Yuh-Jye Lee
Energy Disaggregation via Clustered Regression Models: A Case Study in the Convenience Store. TAAI (2013)
Jain-Shing Wu, Yuh-Jye Lee, Song-Kong Chong, Chih-Ta Lin, Jung-Lun Hsu
Key Stroke Profiling for Data Loss Prevention. TAAI (2013)
Min-Sheng Lin, Chien-Yi Chiu, Yuh-Jye Lee, Hsing-Kuo Pao
Malicious URL filtering - A big data application. IEEE BigData (2013)
Lin Xu, Yi-Ren Yeh, Yuh-Jye Lee, Jing Li
A Hierarchical Framework Using Approximated Local Outlier Factor for Efficient Anomaly Detection. ANT/SEIT (2013)
Ming-Hen Tsai, Yi-Ren Yeh, Yuh-Jye Lee, Yu-Chiang Frank Wang
Solving Nonlinear SVM in Linear Time? A Nyström Approximated SVM with Applications to Image Classification. MVA (2013)
Chien-Chung Chang, Hsing-Kuo Pao, Yuh-Jye Lee
An RSVM based two-teachers-one-student semi-supervised learning algorithm. Neural Networks 25 (2012)
Hsing-Kuo Pao, Yan-Lin Chou, Yuh-Jye Lee
Malicious URL Detection Based on Kolmogorov Complexity Estimation. Web Intelligence (2012)
Ding-Jie Huang, Kai-Ting Yang, Chien-Chun Ni, Wei-Chung Teng, Tien-Ruey Hsiang, Yuh-Jye Lee
Clock Skew Based Client Device Identification in Cloud Environments. AINA (2012)
Chih-Cheng Chang, Li-Jen Chien, Yuh-Jye Lee
A novel framework for multi-class classification via ternary smooth support vector machine. Pattern Recognit. 44 (6) (2011)
Yi-Cheng Tseng, Yuh-Jye Lee
Rank-r Updating Techniques for Fast Exact Cross-Validation. ICDM (Poster and Industry Proceedings) (2011)
Yu-Wei Chao, Yi-Ren Yeh, Yu-Wen Chen, Yuh-Jye Lee, Yu-Chiang Frank Wang
Locality-constrained group sparse representation for robust face recognition. ICIP (2011)
Chien-Yi Chiu, Yuh-Jye Lee, Chien-Chung Chang, Wen-Yang Luo, Hsiu-Chuan Huang
Semi-supervised Learning for False Alarm Reduction. ICDM (2010)
Li-Jen Chien, Chien-Chung Chang, Yuh-Jye Lee
Variant Methods of Reduced Set Selection for Reduced Support Vector Machines. J. Inf. Sci. Eng. 26 (1) (2010)
Li-Jen Chien, Yuh-Jye Lee, Zhi-Peng Kao, Chih-Cheng Chang
Robust 1-Norm Soft Margin Smooth Support Vector Machine. IDEAL (2010)
Pei-Chun Chen, Kuang-Yao Lee, Tsung-Ju Lee, Yuh-Jye Lee, Su-Yun Huang
Multiclass support vector classification via coding and regression. Neurocomputing 73 (7-9) (2010)
Chun-Nan Hsu, Yu-Ming Chang, Han-Shen Huang, Yuh-Jye Lee
Periodic Step Size Adaptation for Single Pass On-line Learning. NIPS (2009)
Yi-Ren Yeh, Su-Yun Huang, Yuh-Jye Lee
Nonlinear Dimension Reduction with Kernel Sliced Inverse Regression. IEEE Trans. Knowl. Data Eng. 21 (11) (2009)
Chun-Nan Hsu, Han-Shen Huang, Yu-Ming Chang, Yuh-Jye Lee
Periodic step-size adaptation in second-order gradient descent for single-pass on-line structured learning. Mach. Learn. 77 (2-3) (2009)
Tsong Song Hwang, Tsung-Ju Lee, Yuh-Jye Lee
A three-tier IDS via data mining approach. MineNet (2007)
Chien-Ming Huang, Yuh-Jye Lee, Dennis K. J. Lin, Su-Yun Huang
Model selection for support vector machines via uniform design. Comput. Stat. Data Anal. 52 (1) (2007)
Yuh-Jye Lee, Su-Yun Huang
Reduced Support Vector Machines: A Statistical Theory. IEEE Trans. Neural Networks 18 (1) (2007)
Yuh-Jye Lee, Yi-Ren Yeh
Ranking the Rules and Instances of Decision Trees. ICDM (Posters) (2006)
Hsing-Kuo Pao, Shou-Chih Chang, Yuh-Jye Lee
Model Trees for Classification of Hybrid Data Types. IDEAL (2005)
Yuh-Jye Lee, Wen-Feng Hsieh, Chien-Ming Huang
epsilon-SSVR: A Smooth Support Vector Machine for epsilon-Insensitive Regression. IEEE Trans. Knowl. Data Eng. 17 (5) (2005)
Lih-Ren Jen, Yuh-Jye Lee
Clustering Model Selection for Reduced Support Vector Machines. IDEAL (2004)
Chien-Chung Chang, Yuh-Jye Lee
Generating the Reduced Set by Systematic Sampling. IDEAL (2004)
Yuh-Jye Lee, Olvi L. Mangasarian, William H. Wolberg
Survival-Time Classification of Breast Cancer Patients. Comput. Optim. Appl. 25 (1-3) (2003)
Yuh-Jye Lee, O. L. Mangasarian
SSVM: A Smooth Support Vector Machine for Classification. Comput. Optim. Appl. 20 (1) (2001)
Yuh-Jye Lee, Olvi L. Mangasarian
RSVM: Reduced Support Vector Machines. SDM (2001)
Yuh-Jye Lee, Olvi L. Mangasarian, William H. Wolberg
Breast cancer survival and chemotherapy: A support vector machine analysis. Discrete Mathematical Problems with Medical Applications (1999)