Travelled to:1 × France
1 × United Kingdom
2 × Canada
4 × USA
Collaborated with:R.D.Lawrence V.Sindhwani R.J.Mooney W.Gryc S.Rosset S.P.Kasiviswanathan A.Banerjee S.Zeng C.A.Lang I.M.Boier-Martin C.Murphy A.Agarwal H.Raghavan K.Subbian D.Gondek J.Fan V.Chenthamarakshan J.Powell M.Mugisha S.Sapra R.Anandan S.Assefa N.Abe C.Pendus C.K.Reddy D.L.Jensen V.P.Thomas J.J.Bennett G.F.Anderson B.R.Cooley M.Kowalczyk M.Domick T.Gardinier
Talks about:learn (4) use (4) activ (3) collect (2) analysi (2) text (2) uncertainti (1) experiment (1) dictionari (1) transduct (1)
Person: Prem Melville
DBLP: Melville:Prem
Contributed to:
2013
201220112010
2009200920082004Wrote 9 papers:
- KDD-2013-MelvilleCLPMSAA
- Amplifying the voice of youth in Africa via text analytics (PM, VC, RDL, JP, MM, SS, RA, SA), pp. 1204–1212.
- CIKM-2012-AgarwalRSMLGF #learning #rank #robust
- Learning to rank for robust question answering (AA, HR, KS, PM, RDL, DG, JF), pp. 833–842.
- CIKM-2011-KasiviswanathanMBS #detection #learning #taxonomy #topic #using
- Emerging topic detection using dictionary learning (SPK, PM, AB, VS), pp. 745–754.
- KDD-2010-AbeMPRJTBACKDG #learning #optimisation #using
- Optimizing debt collections using constrained reinforcement learning (NA, PM, CP, CKR, DLJ, VPT, JJB, GFA, BRC, MK, MD, TG), pp. 75–84.
- ICML-2009-SindhwaniML #design #nondeterminism
- Uncertainty sampling and transductive experimental design for active dual supervision (VS, PM, RDL), pp. 953–960.
- KDD-2009-MelvilleGL #analysis #classification #sentiment
- Sentiment analysis of blogs by combining lexical knowledge with text classification (PM, WG, RDL), pp. 1275–1284.
- KDD-2008-MelvilleRL #modelling #using #web
- Customer targeting models using actively-selected web content (PM, SR, RDL), pp. 946–953.
- KDD-2008-ZengMLBM #analysis #predict #using
- Using predictive analysis to improve invoice-to-cash collection (SZ, PM, CAL, IMBM, CM), pp. 1043–1050.
- ICML-2004-MelvilleM #learning
- Diverse ensembles for active learning (PM, RJM).