Brief CV

Zhi-Hua Zhou

  can be pronounced simply as [Jihua Joe]

Professor,  Department of Computer Science & Technology, Nanjing University, China

ACM Distinguished Scientist, IEEE Fellow, IAPR Fellow, CCF Fellow


Correspondence

 

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

   (you may want to contact me using my Gmail account as our university spam setting might be grim)


[Interest] [Career] {Education} [Award] [Activity] {Publication} [Course] {Student and Postdoc} {LAMDA Group}

Research Interest

I have wide research interests, mainly including artificial intelligence, machine learning, data mining, pattern recognition, evolutionary computation and multimedia retrieval, among which machine learning and data mining are my core research areas. I am particularly interested in the problem of how to enable computing machines to handle "ambiguity".

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)

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

I am also interested in:

 
 

Research is for fun. If I am interested in some other things, the above list will grow; if something in the list does not attract me any more, the above list will shrink. In short, these are just my current interests.

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Career

Main Positions:    

Cheung Kong Professor

(appointed by the Ministry of Education of China)

Department of Computer Science & Technology, Nanjing University, China

Mar. 2007 -

Professor

Department of Computer Science & Technology, Nanjing University, China

Nov. 2003 -

     
Administrative Positions:    
Deputy Dean Department of Computer Science and Technology, Nanjing University, China May 2013 -
Standing Deputy Director National Key Laboratory for Novel Software Technology, Nanjing University, China Nov. 2010 -
Founding Director Institute of Machine Learning and Data Mining (LAMDA), Nanjing University, China Nov. 2007 -
Director AI Lab, Department of Computer Science & Technology, Nanjing University, China May 2002 -
     
Honorary Positions:    
Adjunct Professor Sichuan University, China Jan. 2009 -
Adjunct Professor Hong Kong University of Science & Technology, China Jan. 2009 -
Adjunct Professor Nanjing University of Aeronautics and Astronautics, China Jun.2004 -
Honorary Fellow Deakin University, Australia Nov.2002 - Oct.2006

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Award & Honor (international only)

Award:
ACM Distinguished Scientist (2013)
IJCAI'13 Best Presentation Award (with Wei Gao)
IEEE Computational Intelligence Society Outstanding Early Career Award (2013)
IEEE Fellow (2013)
IAPR Fellow (2012)
ACML'12 Best Poster Award Honorable Mention (with Guoqing Liu and Jianxin Wu)
ACM KDD'12 Best Poster Award (with Sheng-Jun Huang and Yang Yu)

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

ACM GECCO'11 Best Theory Paper Award (with Chao Qian and Yang Yu)
Pattern Recognition Journal 2006-2010 Most Cited Article (with Xiaoyang Tan, Songcan Chen and Fuyan Zhang)
PRICAI'10 Best Paper Award (with Yong Wang, Yuan Jiang and Yi Wu)
IET/IEE Fellow (2010)
ISIBM Outstanding Achievement Award (2009)
IEEE ICDM'08 Theoretical/Algorithms Runner-Up Best Paper Award (with Fei Tony Liu and Kai Ming Ting)
Pattern Recognition Journal 2006 Best Paper Award Honorable Mention (with Xiaoyang Tan, Songcan Chen and Fuyan Zhang)
PAKDD'08 Best Paper Award (with Yang Yu)
PRICAI'06 Best Paper Award (with Daoqiang Zhang and Songcan Chen)

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

 
Keynote/Invited Speaker (recent):

IclaNov'14 (International Workshop on Incremental Clustering, Concept Drift and Novelty Detection, in conjunction with ICDM'14, Dec. 2014, Shenzhen, China)

ACIS'14 (3rd Asian Conference on Information Systems, Dec. 2014, Nha Trang, Vietnam)

ACML'14 (6th Asian Conference on Machine Learning, Nov. 2014, Nha Trang, Vietnam)

ICONIP'14 (21st International Conference on Neural Information Processing, Oct. 2014, Kuching, Malaysia)

ANNPR'14 (6th IAPR International Workshop on Artificial Neural Networks in Pattern Recognition, Oct. 2014, Montreal, Canada)

ICNC-FSKD'14 (10th International Conference on Natural Computing and 11th International Conference on Fuzzy Systems and Knowledge Discovery, Aug. 2014, Xiamen, China)

ECDA'14 (2nd European Conference on Data Analysis, Jul. 2014, Bremen, Germany)

TPML'13 (International Workshop on Theory and Practice in Machine Learning, in conjunction with ACML'13, Nov. 2013, Canberra, Australia)

WAIFDM'13 (DIMACS Workshop on Algorithmic Information Fusion and Data Mining, Sept. 2013, New Brunswick, NJ, USA)

UDM'13 (3rd International Workshop on Ubiquitous Data Mining, in conjunction with IJCAI'13, Aug. 2013, Beijing, China)

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)

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)

PSL'11 (IAPR TC3 Workshop on Partially Supervised Learning, Sept. 2011, Ulm, Germany)
PAKDD'11 (15th Pacific-Asia Conference on Knowledge Discovery and Data Mining, May 2011, Shenzhen, China)

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Professional Activity

Professional Organization Services:

 

Chair

CCF Artificial Intelligence and Pattern Recognition Technical Committee

2012 -

Chair

CAAI Machine Learning Technical Committee

2006 -

Chair

IEEE Computational Intelligence Society Data Mining Technical Committee

2015 -

Vice Chair

IEEE Nanjing Section

2011 -

Chair

IEEE Computer Society Nanjing Chapter

2007 -

 

 

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Journal Services:

 

Advisory Board Member

International Journal of Machine Learning and Cybernetics (Springer)

2010 -

 

 

 

Executive Editor-in-Chief

Frontiers of Computer Science (Springer)

2013 -

Associate Editor-in-Chief

Chinese Science Bulletin (Springer)

2008 - 2014

 

Science China: Information Science (Science in China Press)

2015 -

     

Associate Editor/Action Editor/  

ACM Transactions on Intelligent Systems and Technology (ACM)

2009 -

Editorial Board Member (incomplete)

Annals of Data Science (Springer)

2014-

 

Applied Informatics (Springer)

2013-

 

Applied Intelligence (Springer)

2011 - 2014

 

Artificial Intelligence in Medicine (Elsevier)

2002 -

 

Big Data and Information Analytics (AIMS)

2015 -

 

IEEE Transactions on Knowledge and Data Engineering (IEEE)

2008 - 2012

 

IEEE Transactions on Neural Networks and Learning Systems (IEEE)

2014 -

 

Intelligent Data Analysis (IOS)

2008 -

 

International Journal of Computer and Mathematics (Taylor & Francis)

2013 -

 

International Journal of Data Warehousing and Mining (IGI)

2004 -

 

International Journal of Software and Informatics (Chinese Science Press)

2007 -

 

Journal of Computer Science and Technology (Springer)

2005 -

 

Journal of Experimental & Theoretical Artificial Intelligence (Taylor & Francis)

2014 -

 

Journal of Information Science and Engineering (Academia Sinica)

2011 - 2014

 

Knowledge and Information Systems (Springer)

2003 - 2008

 

Neural Networks (Elsevier)

2014 -

 

Progress in Artificial Intelligence (Springer)

2011 -

 

Science China: Information Science (Science in China Press)

2008 - 2014

 

Statical Analysis and Data Mining (Wiley)

2014 -

 

 

Guest Editor/Co-Editor (recent)

Statistical Analysis and Data Mining (Wiley)
          Special issue on "Selected Papers of SDM 2013" (2014, vol.7, no.4) (with Jennifer Dy)

 

Neurocomputing (Elsevier)
          Special issue on "the Sino-foreign-interchange workshop on intelligent science and intelligent data engineering" (2014, vol.134) (with Yanning Zhang and Changshui Zhang)

 

Machine Learning (Springer)
          Special issue on "Selected papers of ACML 2012" (2013, vol.92, no.2-3) (with Wee Sun Lee, Steven C. H. Hoi, Wray Buntine and Hiroshi Motoda)

 

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. Hoi, 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 -

Steering Committee member

PRICAI (Pacific Rim International Conference on Artificial Intelligence)

2009 -

 

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

2007 -

 

 

Advisory Committee member

IJCAI'15 (24th International Joint Conference on Artificial Intelligence, Jul. 2015, Buenos Aires, Argentina)

   

Honorary Chair/Co-Chair

BigDataScience'14 (3rd ASE International Conference on Big Data Science and Computing, Aug. 2014, Beijing, China)

   

General Chair/Co-Chair

CCDM'14 (5th China Conference on Data Mining, May 2014, Jinhua, China)

 

PAKDD'14 (18th Pacific Asia Conference on Data Mining and Knowledge Discovery, May 2014, Tainan, Taiwan)

 

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

ICDM'15 (15th IEEE International Conference on Data Mining, Nov. 2015, Atlantic City, NJ, USA) 

 

IJCAI'15 Machine Learning Track (24th International Joint Conference on Artificial Intelligence, Jul. 2015, Buenos Aires, Argentina)  

 

PAKDD'15 (19th Pacific Asia Conference on Data Mining and Knowledge Discovery, May 2015, Ho Chi Minh City, Vietnam)

 

BigComp'15 (2nd International Conference on Big Data and Smart Computing, Feb. 2015, Jeju Island, Korea)  

 

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

 

MLSS'14 (2014 MLSS Machine Learning Summer School, Jun.2013, Beijing, China)

 

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

ICDM'14 (14th IEEE International Conference on Data Mining, Dec. 2014, Shenzhen, China) 

 

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

   

Tutorial Chair/Co-Chair

KDD'15 (21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Aug. 2015, Sydney, Australia) 

 

CIKM'14 (23rd ACM International Conference on Information and Knowledge Management, Nov. 2014, Shanghai, China) 

 

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

   

Panel Chair/Co-Chair

MM'15 (23rd ACM International Conference on Multimedia, Oct. 2015, Brisbane, Australia) 

 

IDEAL'13 (14th International Conference on Intelligent Data Engineering and Automated Learning, Oct. 2013, Hefei, China) 

Special Session Chair/Co-Chair

WCCI'16 (IEEE World Congress on Computational Intelligence, Jul. 2016, Vancouver, Canada) 

Co-location Chair/Co-Chair

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

 

 

Program Committee Vice Chair/

NIPS'15 (28th Annual Conference on Neural Information Processing Systems, Dec. 2015, Montreal, Canada) 

Area Chair/ Senior PC

ICTAI'15 (27th IEEE International Conference on Tools with Artificial Intelligence, Nov. 2014, Salerno, Italy) 

 

KDD'15 (21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Aug. 2015, Sydney, Australia)

 

ICTAI'14 (26th IEEE International Conference on Tools with Artificial Intelligence, Nov. 2014, Limassol, Cyprus)

 

ICPR'14 (22nd International Conference on Pattern Recognition, Aug. 2014, Stockholm, Sweden) 

 

ICML'14 (31st International Conference on Machine Learning, Jun. 2014, Beijing, China) 

 

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

 

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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Course

Introduction to Data Mining For B.Sc. students

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Last Modified:  May 20, 2015