​​​​Yuh-Jye Lee​

Shan-Hung Wu, Man-Ju Chou, Chun-Hsiung Tseng, Yuh-Jye Lee, and Kuan-Ta Chen, "Detecting in-situ identity fraud on social network services: a case study on facebook", Proceedings of the companion publication of the 23rd international conference on World wide web companion, Republic and Canton of Geneva, Switzerland, 401-402.

Hsiao-Hui Chen, Ping-Feng Wang, Ching-Tien Sung, Yi-Ren Yeh and Yuh-Jye Lee, “Energy Disaggregation via Clustered Regression Models: A Case Study in the Convenience Store”, The 2013 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2013), Taipei, Taiwan, December. 6-8, 2013.

Jain-Shing Wu, Yuh-Jye Lee, Song-Kong Chong, Chih-Ta Lin and Jung-Lun Hsu, “Key Stroke Profiling for Data Loss Prevention”, The 2013 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2013), Taipei, Taiwan, December. 6-8, 2013.

Chien-Yi Chiu, Chi-Tien Yeh and Yuh-Jye Lee, “Frequent Pattern based User Behavior Anomaly Detection for Cloud System”, The 2013 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2013), Taipei, Taiwan, December. 6-8, 2013.

Min-Sheng Lin, Chien-Yi Chiu, Yuh-Jye Lee, and Hsing-Kuo Pao. “Malicious URL Filtering - A Big Data Application”, IEEE International Conference on Big Data (IEEE BigData 2013), Santa Clara, CA, USA, October. 2013.

Junaidillah Fadlil, Hsing-Kuo Pao, and Yuh-Jye Lee. “Anomaly Detection on ITS Data via View Association”, KDD Workshop on Outlier Detection and Description, Chicago, USA, August. 2013.

Lin Xu, Yi-Ren Yeh, Yuh-Jye Lee, and Jing Li, “A Hierarchical Framework Using Approximated Local Outlier Factor for Efficient Anomaly Detection” ANT/SEIT 2013 International Workshop on Sensor Networks for Intelligence Gathering and Monitoring (SNIGM), Halifax, Nova Scotia, Canada, June 2013.

Ming-Hen Tsai, Yi-Ren Yeh, Yuh-Jye Lee, and Yu-Chiang F. Wang, “Solving Nonlinear SVM in Linear Time? A Nystrom Approximated SVM with Applications to Image Classification,” The 13th IAPR Conference on Machine Vision Applications (MVA), May 2013, (nominated for MVA 2013 paper awards).

Hsing-Kuo Pao, Yan-Lin Chou and Yuh-Jye Lee "Malicious URL Detection Based on Kolmogorov Complexity Estimation", The 2012 IEEE/WIC/ACM International Conference on Web Intelligence, Macau, December 4-7, 2012.

Ding-Jie Huang, Kai-Ting Yang, Chien-Chun Ni, Wei-Chung Teng, Tien-Ruey Hsiang and Yuh-Jye Lee "Clock Skew Based Client Device Identification in Cloud Environments", The 26th IEEE International Conference on Advanced Information Networking and Applications (IEEE AINA-2012), Fukuoka, Japan, March 26-29,2012.

Yi-Cheng Tseng, Yuh-Jye Lee. "Rank-r Updating Techniques for Fast Exact Cross-Validation", Industrial Conference on Data Mining - Poster and Industry Proceedings 2011 (ICDM 2011), New York, USA, Pages 54-67, (August 30 - September 3, 2011).

Yu-Wei Chao, Yi-Ren Yeh, Yu-Wen Chen, Yuh-Jye Lee, and Yu-Chiang Frank Wang. "Locality-constrained Group Sparse Representation for Robust Face Recognition", IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, (September 11-14, 2011).

Li-Jen Chien, Zhi-Peng Kao, Yuh-Jye Lee. "Smooth LASSO for Classification", The 2010 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2010), Hsinchu, Taiwan, Pages 241-246, (November 18-20, 2010).

Chien-Chung Chang, Yuh-Jye Lee, Hsing-kuo Pao. "A Passive-Aggressive Algorithm for Semi-supervised Learning", The 2010 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2010), Hsinchu, Taiwan, Pages 335-341, (November 18-20, 2010).

Chien-Yi Chiu, Yuh-Jye Lee, Chien-Chung Chang, Wen-Yang Luo and Hsiu-Chuan Huang. "Semi-supervised Learning For False Alarm Reduction", Industrial Conference on Data Mining (ICDM), LNAI6171, Berlin, Germany, pp.595–605, (July 12-14, 2010).

Li-Jen Chien, Yuh-Jye Lee, Zhi-Peng Kao, and Chih-Cheng Chang. "Robust 1-Norm Soft Margin Smooth Support Vector Machine", Proc. of 11th Intelligent Data Engineering and Automated Learning, Paisley, UK, (September 2010).

Chun-Nan Hsu, Yu-Ming Chang, Han-Shen Huang and Yuh-Jye Lee. "Periodic Step-Size Adaptation for Single-Pass On-line Learning", The Neural Information5 Processing Systems (NIPS), Vancouver, B.C., Canada, (December 7-12, 2009).

Yi-Ren Yeh, Zheng-Yi Lee, and Yuh-Jye Lee. "Anomaly Detection via Over-sampling Principal Component Analysis", First KES International Symposium on Intelligent Decision Tech¬nologies (IDT’09), Himeji, Japan, Pages 449-458, (April 23-24, 2009).

Heng-Sheng Lin, Hsing-Kuo Pao, Ching-Hao Mao, Hahn-Ming Lee, Tsuhan Chen and Yuh-Jye Lee. "Adaptive Alarm Filtering by Causal Correlation Consideration in Intrusion Detection", First KES International Symposium on Intelligent Decision Tech¬nologies (IDT’09), Himeji, Japan, Pages 437-447, (April 23-24, 2009).

Tsong Song Hwang, Tsung-Ju Lee and Yuh-Jye Lee. "A Three-tier IDS via Data Mining Approach", Proc. of 3rd annual ACM workshop on Mining network data Joint International Conference on Measurement and Modeling of Computer Systems, San Diego, California, USA, (June 12, 2006).

Yuh-Jye Lee and Yi-Ren Yeh. "Ranking the Rules and Instances of Decision Trees", 6th Industrial Conference on Data Mining (ICDM), Leipzig, Germany, Pages 67-78, (July 14-15, 2006).

Kun-lin Chiang, Lih-Ren Jen and Yuh-Jye Lee. "以支撐向量法建構之自動化餘額代償信用評價模式 - A Data Mining Application for Personal Loan", Proc. of 10th TAAI Conference, Kaohsiung, Taiwan, (December 2-3, 2005).

Hsing-Kuo Pao, Shou-Chih Chang and Yuh-Jye Lee. "Model Trees for Hybrid Data Type Classification", 6th International Conference on Intelligent Data Engineering and Automated Learning (LNCS 3578, Springer-Verlag), Queensland, Australia, Pages 32-39, (July 6-8, 2005). (EI).

Chien-Chung Chang and Yuh-Jye Lee. "Generating the Reduced Set by Systematic Sampling", Proc. 5th Intelligent Data Engineering and Automated Learning (LNCS 3177, Springer-Verlag), Exeter, UK, Pages 720-725, (August 25-27, 2004). (EI).

Lih-Ren Jen and Yuh-Jye Lee. "Clustering Model Selection for Reduced Support Vector Machines", Proc. 5th Intelligent Data Engineering and Automated Learning (LNCS 3177, Springer-Verlag), Exeter, UK, Pages 714-719, (August 25-27, 2004). (EI).

Yuh-Jye Lee, Hung-Yi Lo and Su-Yun Huang. "Incremental Reduced Support Vector Machines", International Conference on Informatics, Cybernetics and Systems (ICICS), Kaohsiung, Taiwan, (December 14-16, 2003).

Yuh-Jye Lee and Chia-Huang Chao. "A Data Mining Application to Leukemia Microarray Gene Expression Data Analysis", International Conference on Informatics, Cybernetics and Systems (ICICS), Kaohsiung, Taiwan, (December 14-16, 2003).

Yuh-Jye Lee and O. L. Mangasarian. "RSVM: Reduced Support Vector Machines", First SIAM International Conference on Data Mining, Chicago, (April 5-7, 2001).

Yuh-Jye Lee and O. L. Mangasarian. "SSVM: A Smooth Support Vector Machine", Philadelphia INFORMS, November 7-10, 1999.