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Yuh-Jye Lee
Person information
- affiliation: National Taiwan University of Science and Technology, Department of Computer Science and Information Engineering
- affiliation: National Taiwan University, Intel-NTU Connected Context Computing Center
- affiliation: University of Wisconsin - Madison, Department of Computer Sciences
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2020 – today
- 2023
- [c33]Sin Cheng Ciou, Pin-Jui Chen, Elvin Y. Tseng, Yuh-Jye Lee
:
Federated Learning for Sparse Principal Component Analysis. IEEE Big Data 2023: 1081-1086 - [i2]Sin Cheng Ciou, Pin-Jui Chen, Elvin Y. Tseng, Yuh-Jye Lee:
Federated Learning for Sparse Principal Component Analysis. CoRR abs/2311.08677 (2023)
2010 – 2019
- 2019
- [j17]Hsing-Kuo Pao, Fong-Fuei Lee, Yuh-Jye Lee:
Dealing with Interleaved Event Inputs for Intrusion Detection. J. Inf. Sci. Eng. 35(1): 223-242 (2019) - [c32]Hsiang-Hsuan Chen, Yuh-Jye Lee
Distributed Consensus Reduced Support Vector Machine. IEEE BigData 2019: 5718-5727 - [c31]Adrian Chriswanto, Hsing-Kuo Pao, Yuh-Jye Lee
A Unified Approach on Active Learning Dual Supervision. IJCNN 2019: 1-8 - [c30]Yan-Ru Jhuo, Chi-Yu Chen, Yu-Hsuan Yang, Hsing-Chuan Hsieh
Continuous Monitoring of the Ambient Factors via ε-Smooth Support Vector Regression. UCAmI 2019: 63 - 2018
- [j16]Weizhe Gu, Wei-Po Chen, Chun-Hsu Ko, Yuh-Jye Lee
Two smooth support vector machines for \(\varepsilon \) -insensitive regression. Comput. Optim. Appl. 70(1): 171-199 (2018) - 2017
- [j15]Alvin Chiang, Esther David, Yuh-Jye Lee
A study on anomaly detection ensembles. J. Appl. Log. 21: 1-13 (2017) - [j14]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): 2432-2443 (2017) - [c29]Er-Chen Huang, Hsing-Kuo Pao, Yuh-Jye Lee
Big active learning. IEEE BigData 2017: 94-101 - 2016
- [c28]Yuh-Jye Lee
Compressed learning for time series classification. IEEE BigData 2016: 923-930 - [c27]Menachem Domb, Guy Leshem, Elisheva Bonchek-Dokow, Esther David, Yuh-Jye Lee
Sparse sampling for sensing temporal data - building an optimized envelope. TAAI 2016: 241-247 - [c26]Jain-Shing Wu, Yuh-Jye Lee
ChainSpot: Mining Service Logs for Cyber Security Threat Detection. Trustcom/BigDataSE/ISPA 2016: 1867-1874 - 2015
- [j13]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): 23-42 (2015) - [c25]Wei-Chih Lai, Po-Han Huang, Yuh-Jye Lee
A Distributed Ensemble Scheme for nonlinear Support Vector Machine. ISSNIP 2015: 1-6 - 2014
- [c24]Xing-Yu Chen, Hsing-Kuo Pao, Yuh-Jye Lee
Efficient traffic speed forecasting based on massive heterogenous historical data. IEEE BigData 2014: 10-17 - [c23]Yang-Chi Shen, Alvin Chiang, Yi-Ren Yeh, Yuh-Jye Lee
Continuous Monitoring and Distributed Anomaly Detection for Ambient Factors. iThings/GreenCom/CPSCom 2014: 31-38 - [c22]Kuan-Wen Chen, Hsin-Mu Tsai
Connected vehicle safety science, system, and framework. WF-IoT 2014: 235-240 - [c21]Shan-Hung Wu, Man-Ju Chou, Chun-Hsiung Tseng, Yuh-Jye Lee
Detecting in-situ identity fraud on social network services: a case study on facebook. WWW (Companion Volume) 2014: 401-402 - 2013
- [j12]Yuh-Jye Lee
Anomaly Detection via Online Oversampling Principal Component Analysis. IEEE Trans. Knowl. Data Eng. 25(7): 1460-1470 (2013) - [c20]Lin Xu, Yi-Ren Yeh, Yuh-Jye Lee
A Hierarchical Framework Using Approximated Local Outlier Factor for Efficient Anomaly Detection. ANT/SEIT 2013: 1174-1181 - [c19]Min-Sheng Lin, Chien-Yi Chiu, Yuh-Jye Lee
Malicious URL filtering - A big data application. IEEE BigData 2013: 589-596 - [c18]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: 5-8 - [c17]Jain-Shing Wu, Yuh-Jye Lee
Key Stroke Profiling for Data Loss Prevention. TAAI 2013: 7-12 - [c16]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: 37-42 - [c15]Chien-Yi Chiu, Chi-Tien Yeh, Yuh-Jye Lee
Frequent Pattern Based User Behavior Anomaly Detection for Cloud System. TAAI 2013: 61-66 - [i1]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 abs/1308.5168 (2013) - 2012
- [j11]Chien-Chung Chang, Hsing-Kuo Pao, Yuh-Jye Lee
An RSVM based two-teachers-one-student semi-supervised learning algorithm. Neural Networks 25: 57-69 (2012) - [c14]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: 526-533 - [c13]Hsing-Kuo Pao, Yan-Lin Chou, Yuh-Jye Lee
Malicious URL Detection Based on Kolmogorov Complexity Estimation. Web Intelligence 2012: 380-387 - 2011
- [j10]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): 1235-1244 (2011) - [c12]Yu-Wei Chao, Yi-Ren Yeh, Yu-Wen Chen, Yuh-Jye Lee
Locality-constrained group sparse representation for robust face recognition. ICIP 2011: 761-764 - [c11]Yi-Cheng Tseng, Yuh-Jye Lee:
Rank-r Updating Techniques for Fast Exact Cross-Validation. ICDM (Poster and Industry Proceedings) 2011: 54-67 - 2010
- [j9]Pei-Chun Chen, Kuang-Yao Lee, Tsung-Ju Lee, Yuh-Jye Lee
Multiclass support vector classification via coding and regression. Neurocomputing 73(7-9): 1501-1512 (2010) - [j8]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): 183-196 (2010) - [c10]Li-Jen Chien, Yuh-Jye Lee
Robust 1-Norm Soft Margin Smooth Support Vector Machine. IDEAL 2010: 145-152 - [c9]Chien-Yi Chiu, Yuh-Jye Lee
Semi-supervised Learning for False Alarm Reduction. ICDM 2010: 595-605
2000 – 2009
- 2009
- [j7]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): 195-224 (2009) - [j6]Yi-Ren Yeh, Su-Yun Huang, Yuh-Jye Lee
Nonlinear Dimension Reduction with Kernel Sliced Inverse Regression. IEEE Trans. Knowl. Data Eng. 21(11): 1590-1603 (2009) - [c8]Chun-Nan Hsu, Yu-Ming Chang, Han-Shen Huang, Yuh-Jye Lee:
Periodic Step Size Adaptation for Single Pass On-line Learning. NIPS 2009: 763-771 - 2007
- [j5]Chien-Ming Huang, Yuh-Jye Lee
Model selection for support vector machines via uniform design. Comput. Stat. Data Anal. 52(1): 335-346 (2007) - [j4]Yuh-Jye Lee
Reduced Support Vector Machines: A Statistical Theory. IEEE Trans. Neural Networks 18(1): 1-13 (2007) - [c7]Tsong Song Hwang, Tsung-Ju Lee, Yuh-Jye Lee
A three-tier IDS via data mining approach. MineNet 2007: 1-6 - 2006
- [c6]Yuh-Jye Lee, Yi-Ren Yeh:
Ranking the Rules and Instances of Decision Trees. ICDM (Posters) 2006: 67-78 - 2005
- [j3]Yuh-Jye Lee
epsilon-SSVR: A Smooth Support Vector Machine for epsilon-Insensitive Regression. IEEE Trans. Knowl. Data Eng. 17(5): 678-685 (2005) - [c5]Hsing-Kuo Pao, Shou-Chih Chang, Yuh-Jye Lee
Model Trees for Classification of Hybrid Data Types. IDEAL 2005: 32-39 - 2004
- [c4]Lih-Ren Jen, Yuh-Jye Lee
Clustering Model Selection for Reduced Support Vector Machines. IDEAL 2004: 714-719 - [c3]Chien-Chung Chang, Yuh-Jye Lee:
Generating the Reduced Set by Systematic Sampling. IDEAL 2004: 720-725 - 2003
- [j2]Yuh-Jye Lee
Survival-Time Classification of Breast Cancer Patients. Comput. Optim. Appl. 25(1-3): 151-166 (2003) - 2001
- [j1]Yuh-Jye Lee
SSVM: A Smooth Support Vector Machine for Classification. Comput. Optim. Appl. 20(1): 5-22 (2001) - [c2]Yuh-Jye Lee, Olvi L. Mangasarian:
RSVM: Reduced Support Vector Machines. SDM 2001: 1-17
1990 – 1999
- 1999
- [c1]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: 1-10
Coauthor Index
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