Travelled to:1 × China
1 × Norway
4 × USA
Collaborated with:S.Parthasarathy V.Sindhwani K.Makarychev G.Buehrer X.Yang Y.Ruan P.Kambadur E.P.D.Pednault R.Kannan M.E.Otey G.Li S.Narravula D.K.Panda D.Kim A.D.Nguyen Y.Chen P.Dubey
Talks about:mine (3) parallel (2) frequent (2) pattern (2) spars (2) learn (2) dictionari (1) processor (1) implement (1) framework (1)
Person: Amol Ghoting
DBLP: Ghoting:Amol
Contributed to:
20122011
20092006
20052003Wrote 7 papers:
- KDD-2012-SindhwaniG #distributed #learning #scalability #taxonomy
- Large-scale distributed non-negative sparse coding and sparse dictionary learning (VS, AG), pp. 489–497.
- KDD-2012-YangGRP #framework #twitter
- A framework for summarizing and analyzing twitter feeds (XY, AG, YR, SP), pp. 370–378.
- KDD-2011-GhotingKPK #algorithm #data mining #implementation #machine learning #mining #named #parallel #pipes and filters #tool support
- NIMBLE: a toolkit for the implementation of parallel data mining and machine learning algorithms on mapreduce (AG, PK, EPDP, RK), pp. 334–342.
- SIGMOD-2009-GhotingM #parallel #performance
- Serial and parallel methods for i/o efficient suffix tree construction (AG, KM), pp. 827–840.
- KDD-2006-BuehrerPG #mining
- Out-of-core frequent pattern mining on a commodity PC (GB, SP, AG), pp. 86–95.
- VLDB-2005-GhotingBPKNCD #mining
- Cache-conscious Frequent Pattern Mining on a Modern Processor (AG, GB, SP, DK, ADN, YKC, PD), pp. 577–588.
- KDD-2003-OteyPGLNP #detection #towards
- Towards NIC-based intrusion detection (MEO, SP, AG, GL, SN, DKP), pp. 723–728.