Lei Yu

发表

A selective sampling approach to active feature selection

Huan Liu, Lei Yu, Hiroshi Motoda, 2004, Artif. Intell..

Active Feature Selection Using Classes

Huan Liu, Lei Yu, Hiroshi Motoda, 2003, PAKDD.

AUTOMATED FEATURE SELECTION FOR EXPERIENCE-BASED ADAPTIVE RE-PLANNING STATE UNIVERSITY AT BINGHAMTON

Lei Yu, 2013 .

An Empirical Study of Stability of Feature Selection Algorithms

Lei Yu, Yue Han, Steven Loscalzo, 2008 .

Feature Selection with Selective Sampling

Huan Liu, Lei Yu, Hiroshi Motoda, 2002, International Conference on Machine Learning.

Feature selection: We've barely scratched the surface

Huan Liu, Hanchuan Peng, Fuhui Long, 2005 .

Toward integrating feature selection algorithms for classification and clustering

Huan Liu, Lei Yu, Huan Liu, 2005, IEEE Transactions on Knowledge and Data Engineering.

Redundancy based feature selection for microarray data

Huan Liu, Lei Yu, Huan Liu, 2004, KDD.

Efficiently handling feature redundancy in high-dimensional data

Huan Liu, Lei Yu, Huan Liu, 2003, KDD '03.

Efficient Feature Selection via Analysis of Relevance and Redundancy

Huan Liu, Lei Yu, Huan Liu, 2004, J. Mach. Learn. Res..

Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution

Huan Liu, Lei Yu, Huan Liu, 2003, ICML.

Stable feature selection: theory and algorithms

Lei Yu, Yue Han, Lei Yu, 2012 .

Stable Gene Selection from Microarray Data via Sample Weighting

Yue Han, Lei Yu, Michael E. Berens, 2012, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

A Variance Reduction Framework for Stable Feature Selection

Yue Han, Lei Yu, Lei Yu, 2010, 2010 IEEE International Conference on Data Mining.

Margin Based Sample Weighting for Stable Feature Selection

Yue Han, Lei Yu, Lei Yu, 2010, WAIM.

Stable feature selection via dense feature groups

Chris H. Q. Ding, Lei Yu, Steven Loscalzo, 2008, KDD.

Consensus group stable feature selection

Chris H. Q. Ding, Lei Yu, Steven Loscalzo, 2009, KDD.

Evolving Feature Selection

Chris H. Q. Ding, Hanchuan Peng, Fuhui Long, 2005, IEEE Intell. Syst..

RHMD: Evasion-Resilient Hardware Malware Detectors

Nael B. Abu-Ghazaleh, Dmitry V. Ponomarev, Lei Yu, 2017, 2017 50th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO).

Towards Answering How do I Questions Using Classification

Lei Yu, Michal Cutler, Kelvin Wu, 2007, 21st International Conference on Advanced Information Networking and Applications Workshops (AINAW'07).

Exploiting Multi-step Sample Trajectories for Approximate Value Iteration

Lei Yu, Robert William Wright, Steven Loscalzo, 2013, ECML/PKDD.

Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution

Huan Liu, Lei Yu, 2003, ICML.

Stable and Accurate Feature Selection

Lei Yu, Zehra Cataltepe, Gokhan Gulgezen, 2009, ECML/PKDD.

Toward optimal selection of feature clusters

Lei Yu, Hao Li, Hao Li, 2007, Sixth International Conference on Machine Learning and Applications (ICMLA 2007).

Feature Cluster Selection for High-Throughput Data Analysis

Lei Yu, Hao Li, Lei Yu, 2007, 2007 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2007).

Adversarial Evasion-Resilient Hardware Malware Detectors

Nael B. Abu-Ghazaleh, Lei Yu, Khaled N. Khasawneh, 2018, 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

Knowledge Discovery from Genomics Microarrays

Lei Yu, Lei Yu, 2009 .

Stable feature selection using MRMR algorithm

Lei Yu, Zehra Cataltepe, Gokhan Gulgezen, 2009, 2009 IEEE 17th Signal Processing and Communications Applications Conference.

Diverse Exploration for Fast and Safe Policy Improvement pdf

Lei Yu, Robert Wright, Andrew Cohen, 2018, AAAI.

Predictive feature selection for genetic policy search

Lei Yu, Steven Loscalzo, R. Wright, 2015, Autonomous Agents and Multi-Agent Systems.

Embedded Incremental Feature Selection for Reinforcement Learning

Lei Yu, Robert William Wright, Steven Loscalzo, 2016, ICAART.

Sample aware embedded feature selection for reinforcement learning

Lei Yu, Robert William Wright, Steven Loscalzo, 2012, GECCO '12.

Kernel-Based Transductive Learning with Nearest Neighbors

Lei Yu, Weiyi Meng, Liangcai Shu, 2009, APWeb/WAIM.

CFQI: Fitted Q-Iteration with Complex Returns

Lei Yu, Robert William Wright, Xingye Qiao, 2015, AAMAS.