Peng Zhang

• Affiliations:

• Institute of Computing Technology, Chinese Academy of Sciences, Beijing, P.R. China and Graduate University of Chinese Academy of Sciences, Beijing, P.R. China;Chinese Academy of Sciences, Beijing, China;CAS Research Center on Fictitious Economy and Data Science, Beijing 100080, China;School of Computer Science and Technology, Shandong University, Jinan 250101, China;CAS Research Center on Fictitious Economy and Data Sciences, Beijing, China 100080;Institute of Applied Mathematics, AMSS, Chinese Academy of Sciences, Beijing, China;Kexueyuan South Road No. 6, Zhongguancun, Haidian District, Beijing, Beijing, China;Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China and Department of Computer Science, Texas State University, San Marcos, TX 78666, USA;Institute of Information Engineering, Chinese Academic of Science, China

• Organizations:

• China Nat. Pet. Corp.;Corporate Research Beijing;Corporate Research Beijing;Corporate Research Beijing;Corporate Research Beijing;Corporate Research Beijing;Corporate Research Beijing;Corporate Research Beijing;Chinese Academy of Sciences and Loongson Technologies Corporation Limited;Chinese Academy of Sciences and Loongson Technologies Corporation Limited;Chinese Academy of Sciences and Loongson Technologies Corporation Limited;Zhongguancun College;San Marcos/ and Palomar College;Shandong University;Texas State University;Beijing 100080 China and University of Southern Queensland;P.R. China and Graduate University of Chinese Academy of Sciences;Institute of Computing Technology Graduate University of Chinese Academy of Sciences;

• Fields:
• data stream stream data real-world data stream data mining real-world data adjacent data chunk data chunk data volume noisy data stream related data stream

• An efficient VLSI architecture for motion compensation of AVS HDTV decoder

  Jun-Hao Zheng;Lei Deng;Peng Zhang;Don Xie

  Journal of Computer Science and Technology - Special section on China AVS standard

• A network flow approach to the minimum common integer partition problem

  Wenbo Zhao;Peng Zhang;Tao Jiang

  Theoretical Computer Science

• A Regularized Multiple Criteria Linear Program for Classification

  Yong Shi;Yingjie Tian;Xiaojun Chen;Peng Zhang

  ICDMW '07 Proceedings of the Seventh IEEE International Conference on Data Mining Workshops

• Multiple-Criteria Linear Programming for VIP E-Mail Behavior Analysis

  Peng Zhang;Jingran Dai

  ICDMW '07 Proceedings of the Seventh IEEE International Conference on Data Mining Workshops

• Categorizing and mining concept drifting data streams

  Peng Zhang;Xingquan Zhu;Yong Shi

  Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining

• A New Multi-Criteria Quadratic-Programming Linear Classification Model for VIP E-Mail Analysis

  Peng Zhang;Juliang Zhang;Yong Shi

  ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II

• Approximating Generalized Multicut on Trees

  Peng Zhang

  CiE '07 Proceedings of the 3rd conference on Computability in Europe: Computation and Logic in the Real World

• Select Representative Samples for Regularized Multiple-Criteria Linear Programming Classification

  Peng Zhang;Yingjie Tian;Xingsen Li;Zhiwang Zhang;Yong Shi

  ICCS '08 Proceedings of the 8th international conference on Computational Science, Part II

• A Rough Set-Based Multiple Criteria Linear Programming Approach for Classification

  Zhiwang Zhang;Yong Shi;Peng Zhang;Guangxia Gao

  ICCS '08 Proceedings of the 8th international conference on Computational Science, Part II

• Active Learning from Data Streams

  Xingquan Zhu;Peng Zhang;Xiaodong Lin;Yong Shi

  ICDM '07 Proceedings of the 2007 Seventh IEEE International Conference on Data Mining

• Several multi-criteria programming methods for classification

  Juliang Zhang;Yong Shi;Peng Zhang

  Computers and Operations Research

• A Utility-Based Web Content Sensitivity Mining Approach

  Cheng Wang;Ying Liu;Liheng Jian;Peng Zhang

  WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03

• A Bias-Variance Analysis of Multiple Criteria Linear Programming Classification Ensembles

  Meihong Zhu;Yong Shi;Aihua Li;Peng Zhang

  WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03

• Select Objective Functions for Multiple Criteria Programming Classification

  Peng Zhang;Yingjie Tian;Zhiwang Zhang;Aihua Li;Xingquan Zhu

  WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03

• A Quantitative Study on the Mutual Fund Rating with LDA

  Aihua Li;Jie Su;Meihong Zhu;Peng Zhang

  KAM '08 Proceedings of the 2008 International Symposium on Knowledge Acquisition and Modeling

• An approximation algorithm to the k-Steiner Forest problem

  Peng Zhang;Mingji Xia

  Theoretical Computer Science

• Cleansing Noisy Data Streams

  Xingquan Zhu;Peng Zhang;Xindong Wu;Dan He;Chengqi Zhang;Yong Shi

  ICDM '08 Proceedings of the 2008 Eighth IEEE International Conference on Data Mining

• An Aggregate Ensemble for Mining Concept Drifting Data Streams with Noise

  Peng Zhang;Xingquan Zhu;Yong Shi;Xindong Wu

  PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining

• Approximation and Hardness Results for Label Cut and Related Problems

  Peng Zhang;Jin-Yi Cai;Linqing Tang;Wenbo Zhao

  TAMC '09 Proceedings of the 6th Annual Conference on Theory and Applications of Models of Computation

• Bias-Variance Analysis for Ensembling Regularized Multiple Criteria Linear Programming Models

  Peng Zhang;Xingquan Zhu;Yong Shi

  ICCS 2009 Proceedings of the 9th International Conference on Computational Science

• Finding the Hidden Pattern of Credit Card Holder's Churn: A Case of China

  Guangli Nie;Guoxun Wang;Peng Zhang;Yingjie Tian;Yong Shi

  ICCS 2009 Proceedings of the 9th International Conference on Computational Science

• Multiple Criteria Quadratic Programming for Financial Distress Prediction of the Listed Manufacturing Companies

  Ying Wang;Peng Zhang;Guangli Nie;Yong Shi

  ICCS 2009 Proceedings of the 9th International Conference on Computational Science

• Kernel Based Regularized Multiple Criteria Linear Programming Model

  Yuehua Zhang;Peng Zhang;Yong Shi

  ICCS 2009 Proceedings of the 9th International Conference on Computational Science

• Personal Financial Market Segmentation Based on Clustering Ensembles

  Guoxun Wang;Guangli Nie;Peng Zhang;Yong Shi

  CSIE '09 Proceedings of the 2009 WRI World Congress on Computer Science and Information Engineering - Volume 03

• A Bicriteria Approximation Algorithm for Generalized k-Multicut in Trees

  Peng Zhang;Daming Zhu;Junfeng Luan

  CSO '09 Proceedings of the 2009 International Joint Conference on Computational Sciences and Optimization - Volume 02

• Variable-bin-rate CABAC engine for H.264/AVC high definition real-time decoding

  Peng Zhang;Don Xie;Wen Gao

  IEEE Transactions on Very Large Scale Integration (VLSI) Systems

• A New Kernel-Based Classification Algorithm

  Xiaofei Zhou;Wenhan Jiang;Yingjie Tian;Peng Zhang;Guangli Nie;Yong Shi

  ICDM '09 Proceedings of the 2009 Ninth IEEE International Conference on Data Mining

• Mining Data Streams with Labeled and Unlabeled Training Examples

  Peng Zhang;Xingquan Zhu;Li Guo

  ICDM '09 Proceedings of the 2009 Ninth IEEE International Conference on Data Mining

• A Study on Identifying Essential Hyperplanes for Constructing a Multiclass Classification Model

  Sung-Hyuk Park;Soon-Young Huh;Peng Zhang;Yong Shi

  NCM '09 Proceedings of the 2009 Fifth International Joint Conference on INC, IMS and IDC

• The application of intrinsic variable preserving manifold learning method to tracking multiple people with occlusion reasoning

  Suiwu Zheng;Hong Qiao;Bo Zhang;Peng Zhang

  IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems

• Approximation to the minimum rooted star cover problem

  Wenbo Zhao;Peng Zhang

  TAMC'07 Proceedings of the 4th international conference on Theory and applications of models of computation

• An approximation algorithm to the k-Steiner forest problem

  Peng Zhang

  TAMC'07 Proceedings of the 4th international conference on Theory and applications of models of computation

• An Adaptive Ordering Framework for Filtering Multimedia Streams

  Jun Li;Peng Zhang;Jianlong Tan

  MMIT '10 Proceedings of the 2010 Second International Conference on MultiMedia and Information Technology - Volume 02

• An efficient approach for mining web content sensitivity

  Cheng Wang;Ying Liu;Liheng Jian;Peng Zhang

  International Journal of Knowledge and Web Intelligence

• Learning an intrinsic-variable preserving manifold for dynamic visual tracking

  Hong Qiao;Peng Zhang;Bo Zhang;Suiwu Zheng

  IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on game theory

• An online core vector machine with adaptive MEB adjustment

  Di Wang;Bo Zhang;Peng Zhang;Hong Qiao

  Pattern Recognition

• Non-clairvoyant scheduling for weighted flow time and energy on speed bounded processors

  Sze-Hang Chan;Tak-Wah Lam;Lap-Kei Lee;Hing-Fung Ting;Peng Zhang

  CATS '10 Proceedings of the Sixteenth Symposium on Computing: the Australasian Theory - Volume 109

• SKIF: a data imputation framework for concept drifting data streams

  Peng Zhang;Xingquan Zhu;Jianlong Tan;Li Guo

  CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management

• An improved local tangent space alignment method for manifold learning

  Peng Zhang;Hong Qiao;Bo Zhang

  Pattern Recognition Letters

• Robust ensemble learning for mining noisy data streams

  Peng Zhang;Xingquan Zhu;Yong Shi;Li Guo;Xindong Wu

  Decision Support Systems

• A New Weighted Ensemble Model for Detecting DoS Attack Streams

  Jinghua Yan;Xiaochun Yun;Peng Zhang;Jianlong Tan;Li Guo

  WI-IAT '10 Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03

• Active learning from stream data using optimal weight classifier ensemble

  Xingquan Zhu;Peng Zhang;Xiaodong Lin;Yong Shi

  IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

• Classifier and Cluster Ensembles for Mining Concept Drifting Data Streams

  Peng Zhang;Xingquan Zhu;Jianlong Tan;Li Guo

  ICDM '10 Proceedings of the 2010 IEEE International Conference on Data Mining

• Approximation and hardness results for label cut and related problems

  Peng Zhang;Jin-Yi Cai;Lin-Qing Tang;Wen-Bo Zhao

  Journal of Combinatorial Optimization

• Tracking feature extraction based on manifold learning framework

  Hong Qiao;Peng Zhang;Bo Zhang;Suiwu Zheng

  Journal of Experimental & Theoretical Artificial Intelligence - Advances in knowledge discovery and data analysis for artificial intelligence

• Learning from Multiple Related Data Streams with Asynchronous Flowing Speeds

  Zhi Qiao;Peng Zhang;Jing He;Jinghua Yan;Li Guo

  ICMLA '10 Proceedings of the 2010 Ninth International Conference on Machine Learning and Applications

• Enabling fast prediction for ensemble models on data streams

  Peng Zhang;Jun Li;Peng Wang;Byron J. Gao;Xingquan Zhu;Li Guo

  Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining

• A new approximation algorithm for the selective single-sink buy-at-bulk problem in network design

  Peng Zhang

  COCOA'11 Proceedings of the 5th international conference on Combinatorial optimization and applications

• Predictive Data Stream Filtering

  Jun Li;Wenyu Zang;Jianlong Tan;Peng Zhang

  WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03

• Mining frequent patterns across multiple data streams

  Jing Guo;Peng Zhang;Jianlong Tan;Li Guo

  Proceedings of the 20th ACM international conference on Information and knowledge management

• Continuous data stream query in the cloud

  Jun Li;Peng Zhang;Jianlong Tan;Ping Liu;Li Guo

  Proceedings of the 20th ACM international conference on Information and knowledge management

• Scheduling mobile collaborating workforce for multiple urgent events

  Yuqing Sun;Dickson K. W. Chiu;Bin Gong;Xiangxu Meng;Peng Zhang

  Journal of Network and Computer Applications

• Adaptive Shared-Filter Ordering for Efficient Multimedia Stream Monitoring

  Jun Li;Peng Wang;Peng Zhang;Jianlong Tan

  ICTAI '11 Proceedings of the 2011 IEEE 23rd International Conference on Tools with Artificial Intelligence

• Enabling Fast Lazy Learning for Data Streams

  Peng Zhang;Byron J. Gao;Xingquan Zhu;Li Guo

  ICDM '11 Proceedings of the 2011 IEEE 11th International Conference on Data Mining

• Reducing spatial resolution for MPEG-2 to H.264/AVC transcoding

  Bo Hu;Peng Zhang;Qingming Huang;Wen Gao

  PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II

• Key techniques of bit rate reduction for h.264 streams

  Peng Zhang;Qing-Ming Huang;Wen Gao

  PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II

• An approximation algorithm for the Generalized k-Multicut problem

  Peng Zhang;Daming Zhu;Junfeng Luan

  Discrete Applied Mathematics

• A framework for application-driven classification of data streams

  Peng Zhang;Byron J. Gao;Ping Liu;Yong Shi;Li Guo

  Neurocomputing

• Approximating minimum label s-t cut via linear programming

  Linqing Tang;Peng Zhang

  LATIN'12 Proceedings of the 10th Latin American international conference on Theoretical Informatics

• Multiple time series anomaly detection based on compression and correlation analysis: a medical surveillance case study

  Zhi Qiao;Jing He;Jie Cao;Guangyan Huang;Peng Zhang

  APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications

• A flexible VLSI architecture of transport processor for an AVS HDTV decoder SoC

  Zhenrui Zhang;Di Wu;Peng Zhang;Don Xie;Wen Gao

  IEEE Transactions on Consumer Electronics

• On editing graphs into 2-club clusters

  Hong Liu;Peng Zhang;Daming Zhu

  FAW-AAIM'12 Proceedings of the 6th international Frontiers in Algorithmics, and Proceedings of the 8th international conference on Algorithmic Aspects in Information and Management

• Decision Rule Extraction for Regularized Multiple Criteria Linear Programming Model

  DongHong Sun;Li Liu;Peng Zhang;Xingquan Zhu;Yong Shi

  International Journal of Data Warehousing and Mining

• Personalized influence maximization on social networks

  Jing Guo;Peng Zhang;Chuan Zhou;Yanan Cao;Li Guo

  Proceedings of the 22nd ACM international conference on Conference on information & knowledge management

• Unbalanced Graph Partitioning

  Angsheng Li;Peng Zhang

  Theory of Computing Systems

• On the generalized multiway cut in trees problem

  Hong Liu;Peng Zhang

  Journal of Combinatorial Optimization

• A new approximation algorithm for the Selective Single-Sink Buy-at-Bulk problem in network design

  Peng Zhang

  Journal of Combinatorial Optimization