He has authored over 300 research articles, and has coedited or coauthored 10 books including two text books Introduction to Parallel Computing' and Introduction to Data Mining that are used world-wide and have been ms office visio 2010 with crack translated into many languages.
Curent Projects, recently Completed Projects, introduction to Data Mining, pang-Ning Tan, Michael Steinbach, Vipin Kumar.
Mining Climate and Ecosystem Data : Challenges and Opportunities, Keynote Presentation at The ieee International Conference windows xp product key finder portable On Data Mining (icdm 2009) December 6-9, 2009, Miami, Florida.It contains slides of my recent talks.Kumar received the.E.He received the Distinguished Alumnus Award from the Indian Institute of Technology (IIT) Roorkee (2013) and the Distinguished Alumnus Award from the Computer Science Department, University of Maryland College Park (2009).His research has resulted in the development of the concept of isoefficiency metric for evaluating the scalability of parallel algorithms, as well as highly efficient parallel algorithms and software for sparse matrix factorization (pspases) and graph partitioning (metis, ParMetis, hMetis).Data Mining for Sensor Networks - Opportunities and Challenges, Keynote Presentation at The ieee International Conference in Sensor Networks, Ubiquitous and Trustworthy Computing (sutc 2006) June 5-7, 2006, Taichung, Taiwan.High Performance Data Mining, Keynote Presentation at 17th International Parellel and Distributed Processing Symposium (ipdps 2003 April 22-26, 2003, Nice, France.Parallel Processing for Artificial Intelligence, Volume 1, edited by Laveen Kanal, Vipin Kumar, Hiroaki Kitano and Christian.Kumar's current research interests include data mining, high-performance computing, and their applications in Climate/Ecosystems and health care.Kumar co-founded siam International Conference on Data Mining and served as a founding co-editor-in-chief of Journal of Statistical Analysis and Data Mining (an official journal of the American Statistical Association).Search in Artificial Intelligence, edited by Laveen Kanal and Vipin Kumar, Springer-Verlag, 1988.Degree in Electronics Communication Engineering from Indian Institute of Technology Roorkee (formerly, University of Roorkee India, in 1977, the.E.Namburu, Kluwer Academic Publishers, 2001.Please visit the directory at this link.Complete Vita, for a full vita with complete list of publications click here.Suttner, North-Holland, July 1994.
Discovery of Patterns in Global Earth Science Data using Data Mining, Keynote Presentation at the 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining, 21 - 24 June, 2010, Hyderabad, India.
Kumar is the Lead PI of a 5-year, 10 Million project, "Understanding Climate Change - A Data Driven Approach", funded by the NSF's Expeditions in Computing program that is aimed at pushing the boundaries of computer science research.
Data Mining for Network Intrusion Detection, Presentation at NSF Workshop on Next Generation Data Mining, Nov 1-3, 2002 High Performance Data Mining, Keynote Presentation at High Performance Computing for Computational Science, vecpar 2002, June 27, 2002 Discovery of Patterns in the Global Climate System using.Steering Committee Member, ieee International Conference on Data Mining.I also learned that in order to truly understand those algorithms, I should do some real-life project, apply those algorithms to some real data.I did not finish all the contents, probably 80 percent.Each concept is explored thoroughly and supported with numerous examples.Introduction to Data Mining presents fundamental concepts and algorithms for those learning data mining for the first time.Hmm, that's what I am trying.Kanal, Springer-Verlag, March 1990.The text requires only a modest background in mathematics.Computational Approaches for Protein Function Prediction by Gaurav Pandey, Chad.Affiliations and Address: short bio, full vita, professional activities, research projects, books, Google Scholar Link, h-index Link, publications, software packages, talks tutorials, vipin Kumar is a Regents Professor at the University of Minnesota, where he holds the William Norris Endowed Chair in the Department.
Assessing Change in Global Forest Cover using Data Mining, Invited Presentation at Next Generation Data Mining Summit (ngdm 2009) October 1-3, 2009, Columbia.
Discovery of Patterns in Global Earth Science Data using Data Mining, Invited Presentation at the US China Computer Science Leadership Summit, June 14-15, 2010, Beijing, China.