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» Direct Optimization of Ranking Measures
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SIGIR
2012
ACM
13 years 3 months ago
TFMAP: optimizing MAP for top-n context-aware recommendation
In this paper, we tackle the problem of top-N context-aware recommendation for implicit feedback scenarios. We frame this challenge as a ranking problem in collaborative filterin...
Yue Shi, Alexandros Karatzoglou, Linas Baltrunas, ...
100
Voted
FORTE
2004
15 years 2 months ago
Localizing Program Errors for Cimple Debugging
Abstract. We present automated techniques for the explanation of counterexamples, where a counter-example should be understood as a sequence of program statements. Our approach is ...
Samik Basu, Diptikalyan Saha, Scott A. Smolka
100
Voted
ICDM
2007
IEEE
148views Data Mining» more  ICDM 2007»
15 years 4 months ago
Sample Selection for Maximal Diversity
The problem of selecting a sample subset sufficient to preserve diversity arises in many applications. One example is in the design of recombinant inbred lines (RIL) for genetic a...
Feng Pan, Adam Roberts, Leonard McMillan, David Th...
88
Voted
CORR
1998
Springer
85views Education» more  CORR 1998»
15 years 8 days ago
The Proper Treatment of Optimality in Computational Phonology
Abstract. This paper presents a novel formalization of optimality theory. Unlike previous treatments of optimality in computational linguistics, starting with Ellison 1994, the n...
Lauri Karttunen
GPC
2007
Springer
15 years 6 months ago
Optimal Deployment of Mobile Sensor Networks and Its Maintenance Strategy
Abstract. Sensor network deployment and its maintenance are very challenging due to hostile and unpredictable nature of environments. The field coverage of a wireless sensor networ...
Xiaoling Wu, Jinsung Cho, Brian J. d'Auriol, Sungy...