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Travelled to:
1 × Canada
1 × China
1 × France
1 × Germany
1 × United Kingdom
11 × USA
Collaborated with:
M.Steinbach P.Tan Y.Lin G.Karypis H.Xiong G.J.Simon A.Lazarevic S.Shekhar G.Pandey C.Potter S.A.Klooster R.Gupta P.W.Li Z.Zhang M.V.Joshi R.C.Agarwal J.Srivastava E.Han C.H.C.Leung R.Aggarwal G.Atluri C.L.Myers S.Boriah G.Fang B.Field T.Garg J.Kawale S.Chatterjee D.Ormsby K.Steinhaeuser S.Liess J.Ye Q.Li H.Park R.Janardan
Talks about:
associ (6) pattern (5) algorithm (3) parallel (3) support (3) base (3) multilevel (2) hypergraph (2) backtrack (2) supervis (2)

Person: Vipin Kumar

DBLP DBLP: Kumar:Vipin

Contributed to:

KDD 20122012
KDD 20112011
KDD 20092009
KDD 20082008
KDD 20072007
CIKM 20052005
KDD 20052005
KDD 20042004
KDD 20032003
KDD 20022002
DAC 19991999
DAC 19971997
SIGMOD 19971997
ICLP/SPL 19881988
SLP 19871987
ICLP 19861986

Wrote 23 papers:

KDD-2012-KawaleCOSLK #testing
Testing the significance of spatio-temporal teleconnection patterns (JK, SC, DO, KS, SL, VK), pp. 642–650.
KDD-2011-SimonKL #classification #statistics
A simple statistical model and association rule filtering for classification (GJS, VK, PWL), pp. 823–831.
KDD-2009-PandeyASMK #analysis #approach #clustering
An association analysis approach to biclustering (GP, GA, MS, CLM, VK), pp. 677–686.
KDD-2008-BoriahKSPK #case study #detection
Land cover change detection: a case study (SB, VK, MS, CP, SAK), pp. 857–865.
KDD-2008-GuptaFFSK #algorithm #approximate #evaluation #mining
Quantitative evaluation of approximate frequent pattern mining algorithms (RG, GF, BF, MS, VK), pp. 301–309.
KDD-2008-SimonKZ #agile #approach #reliability #scalability #set
Semi-supervised approach to rapid and reliable labeling of large data sets (GJS, VK, ZLZ), pp. 641–649.
KDD-2007-PandeySGGK #case study #interactive #network #predict
Association analysis-based transformations for protein interaction networks: a function prediction case study (GP, MS, RG, TG, VK), pp. 540–549.
CIKM-2005-XiongSK #database #learning #multi #privacy
Privacy leakage in multi-relational databases via pattern based semi-supervised learning (HX, MS, VK), pp. 355–356.
KDD-2005-LazarevicK #detection
Feature bagging for outlier detection (AL, VK), pp. 157–166.
KDD-2004-SteinbachTK
Support envelopes: a technique for exploring the structure of association patterns (MS, PNT, VK), pp. 296–305.
KDD-2004-SteinbachTXK
Generalizing the notion of support (MS, PNT, HX, VK), pp. 689–694.
KDD-2004-XiongSTK #bound #correlation #identification
Exploiting a support-based upper bound of Pearson’s correlation coefficient for efficiently identifying strongly correlated pairs (HX, SS, PNT, VK), pp. 334–343.
KDD-2004-YePLJXK #algorithm #composition #incremental #named #reduction
IDR/QR: an incremental dimension reduction algorithm via QR decomposition (JY, QL, HX, HP, RJ, VK), pp. 364–373.
KDD-2003-SteinbachTKKP #clustering #using
Discovery of climate indices using clustering (MS, PNT, VK, SAK, CP), pp. 446–455.
KDD-2002-JoshiAK #predict #question
Predicting rare classes: can boosting make any weak learner strong? (MVJ, RCA, VK), pp. 297–306.
KDD-2002-TanKS
Selecting the right interestingness measure for association patterns (PNT, VK, JS), pp. 32–41.
DAC-1999-KarypisK #clustering #multi
Multilevel k-way Hypergraph Partitioning (GK, VK), pp. 343–348.
DAC-1997-KarypisAKS #clustering #multi
Multilevel Hypergraph Partitioning: Application in VLSI Domain (GK, RA, VK, SS), pp. 526–529.
SIGMOD-1997-HanKK #data mining #mining #parallel #scalability
Scalable Parallel Data Mining for Association Rules (EHH, GK, VK), pp. 277–288.
JICSCP-1988-LinK88 #execution #logic programming #memory management #multi #source code #summary
AND-Parallel Execution of Logic Programs on a Shared Memory Multiprocessor: A Summary of Results (YJL, VK), pp. 1123–1141.
SLP-1987-KumarL87 #backtracking #prolog
An Intelligent Backtracking Scheme for Prolog (VK, YJL), pp. 406–414.
ICLP-1986-LinKL86 #algorithm #backtracking #execution #logic programming #parallel #source code
An Intelligent Backtracking Algorithm for Parallel Execution of Logic Programs (YJL, VK, CHCL), pp. 55–68.

Bibliography of Software Language Engineering in Generated Hypertext (BibSLEIGH) is created and maintained by Dr. Vadim Zaytsev.
Hosted as a part of SLEBOK on GitHub.