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 +====== Kaizhu Huang ======
 +{{people:huangkaizhu.jpg?130 |}}
 +Dr. Kaizhu Huang has moved to University of Bristol.  [[http://www.enm.bris.ac.uk/staff/xkh/|Here]] is his current website.
 +
 +^ Office Information      ^ Contact Address  ^
 +|Voice: (852)31634266     |Room 114A, SHB Engineering Building  |
 +|Fax: (852) 26035024       |Computer Science and Engineering Dept|
 +|Email: {{people:kzhuangemail.jpg? 160|}}|The Chinese University of Hong Kong|
 +
 +
 +
 +===== Profile =====
 +Dr. Huang is currently a Research Fellow  at Dept. of Computer Science and Engineering of the Chinese University of Hongkong. He works with Prof. KING, Irwin and Prof. LYU, Rung Tsong Michael . He got Bachelor of Engineering from Xi'an Jiaotong University  in 1997. At that time he was one of the Special Class for Gifted Children. He got Master of Engineering from Institute of Automation, Chinese Academy of Sciences, (Beijing · China)  in July 2000. He obtained my Ph.D. from The Chinese Univ. of Hong Kong in 2004. After that, He worked as a researcher in Fujitsu Research Center from 2004 to 2007.
 +
 +
 +
 +
 +===== Research Interests =====
 +His main research topics include
 +  *Statistical Machine Learning
 +  *Pattern Recognition, character recognition
 +  *Information Retrieval
 +  *Image Processing
 +
 +===== Publications =====
 +
 +
 +
 +
 +
 +
 +
 +
 +====Books====
 +  - <bibtex>
 +@Book{Huang08,
 +  author        = {Huang, Kaizhu and Yang, Haiqin and King, Irwin and
 +                   Lyu, Michael R.},
 +  title         = {Machine Learning: Modeling Data Locally and Globally},
 +  publisher     = {Springer & Zhejiang Univ. Press },
 +  edition       = {},
 +  year          = {2008}
 +}
 +</bibtex>
 +
 +
 +
 +
 +==== Journal Publications ====
 +  - <bibtex>
 +@Article{huang07,
 +    author = {Huang, Kaizhu and Zheng, Danian and King, Irwin and Lyu, Michael
 +                   R.},
 +   title = {Arbitrary Norm Support Vector Machine},
 +   journal = {Neural Computation},
 +   year = {2008},
 +   OPTkey = {},
 +   OPTvolume = {},
 +   OPTnumber = {},
 +   OPTpages = {},
 +   OPTmonth = {},
 +   OPTnote = {},
 +   OPTannote = {}
 +}
 +</bibtex>
 +  - <bibtex>
 +@Article{huang07,
 +    author = {Huang, Kaizhu and Yang, Haiqin and Lyu, Michael
 +                   R. and King, Irwin},
 +   title = {Maxi-Min Margin Machine: Learning Large Margin
 +                   Classifiers Localy and Globally},
 +   journal = {IEEE Transactions on Neural Networks},
 +   year = {2008},
 +   OPTkey = {},
 +   OPTvolume = {},
 +   OPTnumber = {},
 +   OPTpages = {},
 +   OPTmonth = {Jan.},
 +   OPTnote = {},
 +   url =             {http://www.cse.cuhk.edu.hk/~king/PUB/IEEETnn06-P1089R2.pdf
 +},
 +   OPTannote = {}
 +}
 +</bibtex>
 +  - <bibtex>
 +@Article{huang05b,
 +   author = {Huang, Kaizhu and Yang, Haiqin and King, Irwin and
 +                   Lyu, Michael R.},
 +   title = {Imbalanced Learning With Biased Minimax Probability
 +                   Machine},
 +   journal = {IEEE Transactions on System, Man, and Cybernetics
 +                   Part B},
 +   year = {2006},
 +   OPTkey = {},
 +   volume = {36},
 +   number = {4},
 +   pages = {913--923},
 +   month = {August},
 +   url = {http://www.cse.cuhk.edu.hk/~king/PUB/SMCB2006_Huang.pdf
 +},
 +opturl =         {http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=3477 },  
 +note = {SCI(2004)=1.052},
 +OPTannote = {}}
 +</bibtex>
 +  - <bibtex>
 + @Article{huang05a,
 +   author = {Huang, Kaizhu and Yang, Haiqin and King, Irwin and
 +                   Lyu, Michael R.},
 +   title = {Maximizing Sensitivity in Medical Diagnosis Using
 +                   Biased Minimax Probability Machine},
 +   journal = {IEEE Transactions on Biomedical Engineering},
 +   year = {2006},
 +   OPTkey = {},
 +   volume = {53},
 +   number = {5},
 +   pages = {821--831},
 +   month = {May},
 +   opturl =             {http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=10},
 +   url ={http://www.cse.cuhk.edu.hk/~king/PUB/TBE2006_Huang.pdf},
 +   note = {SCI(2004)=1.815},
 +   OPTannote = {}
 +}
 +</bibtex>
 +  - <bibtex>
 +@Article{long06,
 +    author = {Chong Long and Li Zhuang and Xiaoyan Zhu and  Kaizhu Huang and Jun Sun and Yoshinobu Hotta and  Satoshi Naoi},
 +   title = {A Post-processing Approach for
 +Handwritten Chinese Address Recognition},
 +   journal = {Journal of Chinese Information Processing},
 +   year = {2006},
 +   OPTkey = {},
 +   volume = {20},
 +   number = {6},
 +   pages = {69--74},
 +   OPTmonth = {Jan.},
 +   OPTnote = {},
 +   OPTannote = {}
 +}
 +</bibtex>
 +  - <bibtex>
 +@Article{Huang_JMLR04A,
 +   author =       "Huang, Kaizhu and Yang, Haiqin and King, Irwin and
 +                   Lyu, Michael~R. and Chan, Laiwan",
 +   title =        "The Minimum Error Minimax Probability Machine",
 +   journal =      "Journal of Machine Learning Research",
 +   volume =       5,
 +   month =        "October",
 +   pages =        "1253--1286",
 +   year =         2004,
 +   url = {http://www.jmlr.org/papers/volume5/huang04a/huang04a.pdf},
 +   note =         {SCI(2004)=5.952}
 +}
 +</bibtex>
 +   - <bibtex>
 +@Article{Huang_NJJ00,
 +   author =       "Huiming Deng and Huang, Kaizhu",
 +   title =        "A novel fingerprint minutiaeextraction method",
 +   journal =      "supplement to Journal of Nanjing University: Natural Science",
 +   volume =       ,
 +   month =        "",
 +   pages =        "",
 +   year =         2000,  
 +}
 +</bibtex>
 +
 +
 +==== Book Chapters ====
 +  -/*{{amazon>>1599041413}}*/<bibtex>
 +@InCollection{huang07a,
 +   author = {Huang, Kaizhu and Xu, Zenglin and King, Irwin and
 +                   Lyu, Michael R. and Zhou, Zhangbing},
 +   editor = {Mittal, Ankush and Kassim, Ashraf},
 +   title = {Bayesian Network Technologies: Applicatons and
 +                   Graphical Models},
 +   chapter = {A Novel Discriminative Naive {Bayesian} Network for
 +                   Classification},
 +   publisher = {IGI Publishing},
 +   year = {2007},
 +   OPTkey = {},
 +   OPTvolume = {},
 +   OPTnumber = {},
 +   OPTseries = {},
 +   OPTtype = {},
 +   OPTaddress = {},
 +   OPTedition = {},
 +   OPTmonth = {March},
 +   pages = {1--12},
 +   OPTnote = {},
 +   OPTannote = {},
 +   url =
 +                   {http://www.amazon.com/Bayesian-Network-Technologies-Applications-Graphical/dp/1599041413/ref=sr_1_1/102-5874495-2432936?ie=UTF8&s=books&qid=1175002976&sr=1-1
 +}
 +}
 +</bibtex>
 +   - <bibtex>
 +@INBOOK{Huang05,
 +   author = {Huang, Kaizhu and Yang, Haiqin and King, Irwin and
 +                   Lyu, Michael R.},
 +   title = {Support Vector Machines: Theory and Applications},
 +   chapter = {Local Learning vs.~Global Learning: An Introduction
 +                   to Maxi-Min Margin Machine},
 +   publisher = {Springer-Verlag},
 +   year = 2005,
 +   series = {Studies in Fuzziness and Soft Computing},
 +   volume = {177/2005},
 +   pages = {113--132},
 +   month = {April},
 +   note = {},
 +   url =  {http://www.springeronline.com/sgw/cda/frontpage/0,10735,5-175-22-27145808-detailsPage%253Dppmmedia%257Ctoc%257Ctoc,00.html
 +}
 +}
 +</bibtex>
 +   - <bibtex>
 +@inbook{Yang04,
 +   author = {Yang, Haiqin and King, Irwin and Chan, Laiwan and
 +                   Huang, Kaizhu},
 +   title = {Neural Information Processing: Research and
 +                   Development},
 +   chapter = {Financial Time Series Prediction Using Non-fixed and
 +                   Asymmetrical Margin Setting with Momentum in
 +                   {S}upport {V}ector {R}egression},
 +   publisher = {Springer-Verlag},
 +   year = 2004,
 +   series = {Studies in Fuzziness and Soft Computing},
 +   volume = 152,
 +   pages = {334--350},
 +   Optmonth = {December},
 +   Optnote = {in press},
 +   url =
 +                   {http://www.springeronline.com/sgw/cda/frontpage/0,10735,5-175-22-27145808-detailsPage%253Dppmmedia%257Ctoc%257Ctoc,00.html
 +}
 +}
 +</bibtex>
 +   - <bibtex>
 +@INBOOK{Huang04,
 +   author = {Huang, Kaizhu and King, Irwin and Lyu, Michael
 +                   R. and Yang, Haiqin},
 +   title = {Neural Information Processing: Research and
 +                   Development},
 +   chapter = {Improving {C}how-{L}iu tree performance based on
 +                   association rules},
 +   publisher = {Springer-Verlag},
 +   year = 2004,
 +   series = {Studies in Fuzziness and Soft Computing},
 +   volume = 152,
 +   pages = {94--112},
 +   Optmonth = {December},
 +   Optnote = {in press},
 +   url =
 +                   {http://www.springeronline.com/sgw/cda/frontpage/0,10735,5-175-22-27145808-detailsPage%253Dppmmedia%257Ctoc%257Ctoc,00.html
 +}
 +}
 +</bibtex>
 +
 +
 +
 +
 +
 +
 +
 +==== Selected Conference Publications ====
 +
 +  - <bibtex>
 +@InProceedings{icdar2007-huang,
 +   author =     { Kaizhu Huang and Jun Sun and Yoshinobu Hotta and Katsuhito Fujimoto and Satoshi Naoi},
 +   title =        {An SVM-based high accuracy Handwritten Numeral
 +Recognition Approach Using Difference Features},
 +   booktitle =    {to The International Conference on
 +                   Document Analysis and Recognition (ICDAR2007)},
 +   pages =        {accepted},
 +   year =         {2007},
 +   editor =       {},
 +   address =      {Brazil},
 +   month =        {23-26 September},
 +   publisher =    {IAPR},
 +   annote =       {, xx/xxx}
 +}
 +</bibtex>  
 +  - <bibtex>
 +@inproceedings{IJCNN2006-Huang,
 +   author = {Huang, Kaizhu and Yang, Haiqin and King, Irwin and Lyu,  
 +Michael R.},
 +   title = {Local Support Vector Regression For Financial Time Series  
 +Prediction},
 +   booktitle = {2006 International Joint Conference on Neural
 +                   Networks (IJCNN2006)},
 +   year = {2006},
 +   pages = {1622--1627},
 +   address =      {Vancouver, Canada},
 +   url =          {http://www.cse.cuhk.edu.hk/~king/PUB/IJCNN2006_Huang.pdf
 +}
 +
 +}
 +</bibtex>
 +   - <bibtex>
 +@InProceedings{huang05,
 +   author =       {Huang, Kaizhu and Zhou, Zhangbing and King, Irwin},
 +   title =        {Improving Naive Bayesian Classifier by
 +                   Discriminative Training},
 +   booktitle =    {12th International Conference on Neural Information
 +                   Processing, ICONIP2005},
 +   editor =       {},
 +   volume =       {},
 +   address =      {Taipei, Taiwan},
 +   month =        {October 30-November 2,},
 +   pages =        {49--54},
 +   publisher =    {},
 +   year =         2005
 +}
 +</bibtex>
 +  - <bibtex>
 +@InProceedings{Hoi:IJCNN:2004,
 +   author =       "Hoi, Chu-Hong and Chan, Chi-Hang and Huang, Kaizhu
 +                   and Lyu, Michael~R. and King, Irwin",
 +   title =        "Biased Support Vector Machine for Relevance Feedback
 +                   in Image Retrieval",
 +   booktitle =    "Proceedings of the 2004 International Joint
 +                   Conference on Neural Networks (IJCNN2004)",
 +   address =      "Budapest, Hungary",
 +   month =        "July 25-29",
 +   pages =        "3189--3294",
 +   publisher =    {IEEE Computer Society},
 +   url =
 +                   {http://www.cse.cuhk.edu.hk/~king/PUB/IJCNN2004_1646.pdf
 +},
 +   year =         2004
 +}
 +</bibtex>
 +  - <bibtex>
 +@InProceedings{Huang_ICML04,
 +   author =       {Huang, Kaizhu and Yang, Haiqin and King, Irwin and
 +                   Lyu, Michael~R.},
 +   title =        {Learning Large Margin Classifiers Locally and
 +                   Globally},
 +   editor =       {Russ Greiner and Dale Schuurmans},
 +   booktitle =    {Proceedings of the Twenty-First International
 +                   Conference on Machine Learning (ICML2004)},
 +   pages =        {401--408},
 +   year =         2004,
 +   address =      {Banff, Canada},
 +   month =        {July 4-8,},
 +   url =          {http://www.cse.cuhk.edu.hk/~king/PUB/ICML04.pdf},
 +   note =         {http://www.aicml.cs.ualberta.ca/banff04/icml/}
 +}
 +</bibtex>
 +  - <bibtex>
 +@InProceedings{Huang_CVPR04,
 +   author =       {Huang, Kaizhu and Yang, Haiqin and King, Irwin and
 +                   Lyu, Michael~R.},
 +   title =        {Learning Classifiers from Imbalanced Data Based on
 +                   Biased Minimax Probability Machine},
 +   booktitle =    {Proceedings IEEE Computer Society Conference on
 +                   Computer Vision and Pattern Recognition (CVPR2004)},
 +   volume =       2,
 +   pages =        {558--563},
 +   address =      {Washington D.C.},
 +   url =          {http://www.cse.cuhk.edu.hk/~king/PUB/cvpr2004.pdf},
 +   year =         2004
 +}
 +</bibtex>
 +
 +==== Technical Reports ====
 +
 +
 +
 +
 +
 +==== Professional Activities ====
 +  * ICONIP 2006, Program Committee and Session Chair
 +  * IJCNN 2008, Special Session Co-chair
 +  * Reviewers for International Journals:Machine Learning Journal, IEEE Trans. On Pattern Analysis and Machine Intelligence, IEEE Trans. On Biomedical Engineering, IEEE Trans. On System Man, Cybnetics Part B, International Journal of Control and Intelligent Systems, ACM Transactions on Asian Language Information Processing, NeuroComputing, Information Fusion, Journal of Computer Science and Technology
 +  
 +
 +
 +
 +
 +==== Awards & Patents ====
 +===Awards===
 +    * Special Award for Best Research Output  Fujitsu R&D Centre, 2007 (3 persons/year)
 +
 +    * Award of Q-finity, Fujitsu Corporation. 2006
 +
 +    * President Award, Fujitsu Laboratories, 2006 (Top award)
 +
 +    * Excellent Award for Best Research Output  Fujitsu R&D Centre, 2006  (2 persons/year)
 +
 +    * Special Award for Best Research Output  Fujitsu R&D Centre, 2005 (3 persons/year)
 +
 +    * Postgraduate Scholarship, CUHK Hong Kong, 2001~2004
 +
 +    * Postgraduate Scholarship, CAS, 1998~2000
 +
 +    * Logic Prize for Outstanding Students, XJTU,(top 1%), 1996
 +
 +    * Excellent Student Award, XJTU (top 1 %), 1996
 +
 +    * The Second Prize Scholarship (3 times) XJTU (top 7%), 1993~1995
 +
 +
 +    * Gifted Youth Fellowship, XJTU (top 1%), 1992
 +
 +===Patents===
 +[1].    Kaizhu Huang, Jun Sun, Yoshinobu Hotta, Satoshi Naoi, Address Recognition Methods and Apparatus, Application Num: 200510089537.0, China
 +
 +[2].    Kaizhu Huang, Jun Sun, Yoshinobu Hotta, Satoshi Naoi, Address Recognition Methods and Apparatus with and without Key Characters. Application Num: 200710089131.1, China
 +
 +[3].    Kaizhu Huang, Jun Sun, Yoshinobu Hotta, Satoshi Naoi, Character Recognition Apparatus and Method Using Differential Features. Application Num: 200710078767.6, China
 +
 +[4].    Jun Sun, Kaizhu Huang, Yoshinobu Hotta, Satoshi Naoi, Degraded Character Recognition Apparatus and Method. Internal No. 06-53478, China  
 +
 +[5].    Danian Zheng, Kaizhu Huang, Jun Sun, Yoshinobu Hotta, Satoshi Naoi, Sparse Support Vector Machine Methods and Apparatus. Application Num: 200710146535.X, China
 +
 +[6].    Kaizhu Huang, Danian Zheng, Jun Sun, Yoshinobu Hotta, Satoshi Naoi, Image Based Keyword Search Methods and Apparatus. Internal No.: 07-52540, China.
 +
 +
 +===== Miscellaneous =====
 
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