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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 Computer Science and Technology Building in the Xianlin campus of Nanjing University, mainly in Rm910. 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

2016-11-04 ~ 2016-11-06The 14th Chinese Workshop on Machine Learning and applications (MLA 2016)
2015-11-05 ~ 2015-11-08 The 13rd Chinese Workshop on Machine Learning and applications (MLA 2015)
2014-06-15 ~ 2014-06-20 2014 Machine Learning Summer School (MLSS 2014)
2013-10-17 ~ 2013-10-19 The 8th International Workshop on Nature Inspired Computation and Applications (NICaiA Autumn 2013)
2013-05-15 ~ 2013-05-17 The 11th International Conference on Multiple Classifier Systems (MCS 2013)
2013-05-13 ~ 2013-05-14 The 2nd Workshop on Partially Supervised Learning (PSL 2013)
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

2017-06-15 The first graduation farewell with editorial awards ceremony was held successfully
2017-05-27 Master's thesis defense was held successfully
2017-04-18 Dr.Tie-Yan Liu visited LAMDA and made a speech
2017-04-18 Prof. Jun Wang visited LAMDA and made a speech
2017-02-27 Feb.2017, MOU between LAMDA and RIKEN Center for Advanced Intelligence Project (JAPAN) is signed to promote international collaboration in education and research in the field of machine learning.
2017-02-22 Prof. Haibin Ling visited LAMDA and made a speech
2016-12-28 Prof. Kun Zhang visited LAMDA and made a speech
2016-12-09 Prof. Zhi-Hua Zhou was selected as ACM Fellow
2016-11-21 Prof. Zhi-Hua Zhou was selected as AAAS Fellow
2016-11-05 The 14th Chinese Workshop on Machine Learning and applications (MLA 2016) was held successfully
2016-11-04 The 2nd LAMDA Symposium was held successfully
2016-09-30 Prof. Baogang Hu visited LAMDA and made a speech
2016-09-28 Dr. Lech Szymanski visited LAMDA and made a speech
2016-09-15 Dr. Wei Wang was promoted to asscociate professor, Dr. Yang Yu was promoted to Ph.D supervisor
2016-09-14 Prof. Kai Ming Ting visited LAMDA and made a speech
2016-07-05 Teachers from King Abdullah University of Science and Technology visited LAMDA and made a speech
2016-06-16 Prof. Songcan Chen visited LAMDA and made a speech
2016-05-19 Prof. Thomas G. Dietterich visited LAMDA and made a speech
2016-05-18 Prof. Lawrence O. Hall visited LAMDA and made a speech
2016-05-08 THU-NJU Youth Seminar on Machine Learning
2016-03-30 Dr. Yuandong Tian visited LAMDA and made a speech
2016-03-21 Prof. Dacheng Tao visited LAMDA and made a speech
2016-03-15 Prof. SO, Man Cho Anthony visited LAMDA and made a speech
2016-02-01 Prof. Zhi-Hua Zhou was selected as AAAI Fellow
2013-11-20 Prof. Zhi-Hua Zhou was selected as ACM Distinguished Scientist.
2013-10-19 NICaiA Autumn 2013 were successfully held at Nanjing University
2013-05-18 PSL 2013 & MCS 2013 were successfully held at Nanjing University
2013-01-01Prof. Zhi-Hua Zhou was selected as IEEE Fellow.
2012-11-27Prof. Zhi-Hua Zhou was selected as IAPR Fellow.
2012-11-06The paper "Key instance detection in multi-instance learning" by Guoqing Liu, Prof. Jianxin Wu and Prof. Zhi-Hua Zhou won the ACML'12 Best Poster Award Honorable Mention
2012-08-16The paper "Multi-label hypothesis reuse" by Sheng-Jun Huang, Dr. Yang Yu and Prof. Zhi-Hua Zhou won the KDD'12 Best Poster Award
2012-07-01Prof. Zhi-Hua Zhou won the 2013 IEEE Computational Intelligence Society Outstanding Early Career Award.
2012-06-04LAMDAers2012 Team won the Grand Prize Winner of PAKDD 2012 Data Mining Competition (Open Category)
2011-11-20Two papers "Face recognition from a single image per person: A survey" and "ML-KNN: A lazy learning approach to multi-label learning" are listed as Patter Recognition journal Top 10 Most Cited Papers during Past Five Years (2011)
2011-07-16The paper "An Analysis on Recombination in Multi-Objective Evolutionary Optimization" by Chao Qian, Yang Yu and Prof. Zhi-Hua Zhou won the GECCO’11 Theory Best Paper Award
2010-09-02The paper "Multi-Manifold Clustering" won the PRICAI'10 Best Paper Award
2008-12-20The paper "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 Mentio
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) +86-25-89685926. © LAMDA, 2016