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Vipin Kumar
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Year
Introduction to data mining
PN Tan, M Steinbach, V Kumar
Pearson Education India, 2016
176492016
Anomaly detection: A survey
V Chandola, A Banerjee, V Kumar
ACM computing surveys (CSUR) 41 (3), 1-58, 2009
144392009
Top 10 algorithms in data mining
X Wu, V Kumar, J Ross Quinlan, J Ghosh, Q Yang, H Motoda, ...
Knowledge and information systems 14, 1-37, 2008
77582008
A fast and high quality multilevel scheme for partitioning irregular graphs
G Karypis, V Kumar
SIAM Journal on scientific Computing 20 (1), 359-392, 1998
75941998
A comparison of document clustering techniques
M Steinbach, G Karypis, V Kumar
41162000
Chameleon: Hierarchical clustering using dynamic modeling
G Karypis, EH Han, V Kumar
computer 32 (8), 68-75, 1999
35181999
Introduction to parallel computing
V Kumar, A Grama, A Gupta, G Karypis
Benjamin/Cummings, 1994
30651994
An Introduction to Parallel Computing: Design and Analysis of Algorithms, 2/e
A Grama
Pearson Education India, 2008
30192008
METIS: A software package for partitioning unstructured graphs, partitioning meshes, and computing fill-reducing orderings of sparse matrices
G Karypis, V Kumar
2791*1997
Multilevelk-way partitioning scheme for irregular graphs
G Karypis, V Kumar
Journal of Parallel and Distributed computing 48 (1), 96-129, 1998
23551998
Multilevel hypergraph partitioning: Application in VLSI domain
G Karypis, R Aggarwal, V Kumar, S Shekhar
Proceedings of the 34th annual Design Automation Conference, 526-529, 1997
19321997
Algorithms for constraint-satisfaction problems: A survey
V Kumar
AI magazine 13 (1), 32-32, 1992
17131992
Selecting the right interestingness measure for association patterns
PN Tan, V Kumar, J Srivastava
Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002
12942002
A comparative study of anomaly detection schemes in network intrusion detection
A Lazarevic, L Ertoz, V Kumar, A Ozgur, J Srivastava
Proceedings of the 2003 SIAM international conference on data mining, 25-36, 2003
12382003
Trends in big data analytics
K Kambatla, G Kollias, V Kumar, A Grama
Journal of parallel and distributed computing 74 (7), 2561-2573, 2014
11932014
Theory-guided data science: A new paradigm for scientific discovery from data
A Karpatne, G Atluri, JH Faghmous, M Steinbach, A Banerjee, A Ganguly, ...
IEEE Transactions on knowledge and data engineering 29 (10), 2318-2331, 2017
11922017
The top ten algorithms in data mining
X Wu, V Kumar
CRC press, 2009
11182009
Modeling customer lifetime value
S Gupta, D Hanssens, B Hardie, W Kahn, V Kumar, N Lin, N Ravishanker, ...
Journal of service research 9 (2), 139-155, 2006
11172006
Interaction orientation and firm performance
G Ramani, V Kumar
Journal of marketing 72 (1), 27-45, 2008
11162008
Finding clusters of different sizes, shapes, and densities in noisy, high dimensional data
L Ertöz, M Steinbach, V Kumar
Proceedings of the 2003 SIAM international conference on data mining, 47-58, 2003
10002003
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