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LAMDA is affiliated with the National Key Laboratory for Novel Software Technology and the Department of Computer Science & Technology, Nanjing University, China. It locates at Mengminwei Building II in the main campus of Nanjing University, mainly in room 401. The Founding Director of LAMDA is Prof. Zhi-Hua Zhou.

"LAMDA" means "Learning And Mining from DatA". The main research interests of LAMDA include machine learning, data mining, pattern recognition, information retrieval, evolutionary computation, neural computation, and some other related areas. Currently our research mainly involves: ensemble learning, semi-supervised and active learning, multi-instance and multi-label learning, cost-sensitive and class-imbalance learning, metric learning, dimensionality reduction and feature selection, structure learning and clustering, theoretical foundations of evolutionary computation, improving comprehensibility, content-based image retrieval, web search and mining, face recognition, computer-aided medical diagnosis, bioinformatics, etc.

Conferences

2009-11-02 ~ 2009-11-04 The 1st Asian Conference on Machine Learning (ACML 2009)
2007-05-22 ~ 2007-05-25The 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2007)

News

2008-12-20"Isolation Forest" won the IEEE ICDM'08 Runner-up Best Paper Award in the Theoretical/Algorithms
2008-11-12The paper "Face recognition from a single image per person: A survey" won the Pattern Recognition Journal 2006 Best Paper Award Honorable Mention
2008-05-24The paper "A Framework for Modeling Positive Class Expansion with Single Snapshot " by Yang Yu and Prof. Zhi-Hua Zhou won the PAKDD'08 Best Paper Award
2007-10-16The paper "Automatic Age Estimation Based on Facial Aging Patterns" has been selected as Featured Article from the December issue of IEEE Transactions on Pattern Analysis and Machine Intelligence of the year 2007
2006-08-10The paper "Non-negative Matrix Factorization on Kernels " by Dr. Daoqiang Zhang and Prof. Zhi-Hua Zhou (co-authored with Prof. Songcan Chen) won the PRICAI'06 Best Paper Award
2006-04-10LAMDAer Team won the Grand Champion of PAKDD 2006 Data Mining Competition (Open Category)
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Contact LAMDA: (email) contact@lamda.nju.edu.cn (tel) +86-25-83685926. © LAMDA, 2009