Brief CV

Mail:

Zhi-Hua Zhou

Office:

Rm 920, Computer Science Building, Nanjing University Xianlin Campus    

National Key Laboratory for Novel Software Technology

Tel:

+86-25-8968-6268

Nanjing University, Xianlin Campus Mailbox 603

Fax:

+86-25-8968-6268

163 Xianlin Avenue, Qixia District

URL:

http://cs.nju.edu.cn/zhouzh/

Nanjing 210023, China

Email:

zhouzh at nju dot edu dot cn  or  zhouzh at lamda dot nju dot edu dot cn or zhouzh.gm at gmail.com

Currently I am interested in the following ML/DM topics:

Z.-H. Zhou. Ensemble Methods: Foundations and Algorithms, Boca Raton, FL: Chapman & Hall/CRC, 2012. (ISBN 978-1-439-830031)

• Multi-label learning
• Multi-instance learning
• Semi-supervised and active learning
• Cost-sensitive and class-imbalance learning
• Metric learning, dimensionality reduction and feature selection
• Ensemble learning
• Structure learning and clustering

For applications, I am mainly interested in the following areas:

• Image retrieval
• Web search and mining
• Face recognition
• Computer-aided medical diagnosis
• Bioinformatics
• Software Mining

I am also interested in:

• Theoretical aspects of evolutionary computation
• Improving comprehensibility (of complicated learning systems)

Cheung Kong Professor

(appointed by the Ministry of Education of China)

Department of Computer Science & Technology, Nanjing University, China

Mar. 2007 - present

Professor

Department of Computer Science & Technology, Nanjing University, China

Nov. 2003 - present

PAKDD 2012 Data Mining Competition (Open Category) Grand Prize Winner Team Leader (Members: Nan Li, Chao Qian, Shao-Yuan Li, Yue Zhu, Qing Da)

PAKDD 2006 Data Mining Competition (Open Category) Grand Champion Team Coach (Members: Yang Yu, De-Chuan Zhan, Xu-Ying Liu, Ming Li)

CDKD'12 (International Workshop on Cross Domain Knowledge Disocvery in Web and Social Network Mining, in conjunction with ACM KDD'12, Aug. 2012, Beijing, China)

FFDM'12 (International Symposium on Foundations and Frontiers of Data Mining, in conjunction with IEEE GrC'12, Aug. 2012, Hangzhou, China)

ISKE'11 (6th International Conference on Intelligent Systems and Knowledge Engineering, Dec. 2011, Shanghai, China)

MMIS'11 (5th International Workshop on Mining Multiple Information Sources, in conjunction with IEEE ICDM'11, Dec. 2011, Vancouver, Canada)

ISDA'11 (11th International Conference on Intelligent Systems Design and Applications, Nov. 2011, Códorba, Spain)

TAAI'11 (16th Conference on Technologies and Applications of Artificial Intelligence, Nov. 2011, Chung-Li, Taiwan)

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Professional Organization Services:

Chair

CCF Artificial Intelligence and Pattern Recognition Technical Committee

2012 - present

Chair

CAAI Machine Learning Technical Committee

2006 - present

Vice Chair

IEEE Computational Intelligence Society Data Mining Technical Committee

2011 - present

Vice Chair

IEEE Nanjing Section

2011 - present

Chair

IEEE Computer Society Nanjing Chapter

2007 - present

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Journal Services:

Advisory Board Member

International Journal of Machine Learning and Cybernetics (Springer)

2010 - present

Associate Editor-in-Chief

Chinese Science Bulletin (Springer)

2008 - present

Associate Editor/Action Editor/  

ACM Transactions on Intelligent Systems and Technology (ACM)

2009 - present

Editorial Board Member (incomplete)

Applied Intelligence (Springer)

2011 - present

Artificial Intelligence in Medicine (Elsevier)

2002 - present

Frontiers of Computer Science (Springer)

2007 - present

IEEE Transactions on Knowledge and Data Engineering (IEEE)

2008 - 2012

Intelligent Data Analysis (IOS)

2008 - present

International Journal of Data Warehousing and Mining (IGI)

2004 - present

International Journal of Software and Informatics (Chinese Science Press)

2007 - present

Journal of Computer Science and Technology (Springer)

2005 - present

Journal of Information Science and Engineering (Academia Sinica)

2011 - present

Knowledge and Information Systems (Springer)

2003 - 2008

Progress in Artificial Intelligence (Springer)

2011 - present

Science China: Information Science (Science in China Press)

2008 - present

Guest Editor/Co-Editor (recent)

ACM Transactions on Intelligent Systems and Technology (ACM)
          Special issue on "Distance metric learning in intelligent systems" (2012, vol.3, no.3) (with Steven H. C. Hong, Rong Jin and Jinhui Tang)

Machine Learning (Springer)
          Special issue on "Learning from multi-label data" (2012, vol.88, no.1-2) (with Grigorios Tsoumakas and Min-Ling Zhang)

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Conference Services (recent):

Steering Committee Chair

ACML (Asian Conference on Machine Learning)

2012 - present

Steering Committee member

PRICAI (Pacific Rim International Conference on Artificial Intelligence)

2009 - present

PAKDD (Pacific-Asia Conference on Knowledge Discovery and Data Mining)

2007 - present

General Chair/Co-Chair

PCM'13 (14th Pacific-Rim Conference on Multimedia, Dec. 2013, Nanjing, China)

CCF-AI'13 (China Computer Federation Conference on Artificial Intelligence, Jul. 2013, Beijing, China)

NCIIP'13 (4th National Conference on Intelligente Information Processing, Jul. 2013, Nanning, China)

MCS'13 (11th International Workshop on Multiple Classifier Systems, May 2013, Nanjing, China)

ADMA'12 (8th International Conference on Advanced Data Mining and Applications, Dec. 2012, Nanjing, China)

ACML'12 (4th Asian Conference on Machine Learning, Nov. 2012, Singapore)

Program Committee Chair/Co-Chair

CIDM'14 (5th IEEE Symposium on Computational Intelligence and Data Mining, Dec. 2014, Orlando, FL, USA)

IScIDE'13 (4th International Conference on Intelligence Science and Big Data Engineering, Jul.2013, Beijing, China)

WDDL'13 (International Workshop on Divergences and Divergence Learning, in conjunction with ICML'13, Jun. 2013, Atlanta, GA, USA)

SDM'13 (13th SIAM International Conference on Data Mining, May 2013, Austin, TX, USA)

PSL'13 (2nd International Workshop on Partially Supervised Learning, in conjunction with MCS'13, May 2013, Nanjing, China)

CIDM'13 (4th IEEE Symposium on Computational Intelligence and Data Mining, Apr. 2013, Singapore)

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Workshop Chair/Co-Chair

KDD'12 (18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Aug. 2012, Beijing, China) 

Tutorial Chair/Co-Chair

KDD'13 (19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Aug. 2013, Chicago, IL, USA) 

Co-location Chair/Co-Chair

IJCAI'13 (23th International Joint Conference on Artificial Intelligence, Aug. 2013, Beijing, China) 

Program Committee Vice Chair/

ICDM'13 (13th IEEE International Conference on Data Mining, Dec. 2013, Dallas, TX, USA) 

Area Chair/ Senior PC

ICTAI'13 (25th IEEE International Conference on Tools with Artificial Intelligence, Nov. 2013, Washington, DC, USA) 

CIKM'13 (22nd ACM International Conference on Information and Knowledge Management, Oct. 2013, San Francisco, CA, USA) 

IJCAI'13 (23rd International Joint Conference on Artificial Intelligence, Aug. 2013, Beijing, China) 

PAKDD'13 (17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Apr. 2013, Gold Coast, Australia) 

KDD'12 (18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Aug. 2012, Beijing, China) 

AAAI'12 (26th AAAI Conference on Artificial Intelligence, Jul. 2012, Toronto, Canada) 

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