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» Direct Optimization of Ranking Measures
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142
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GECCO
2010
Springer
254views Optimization» more  GECCO 2010»
15 years 5 months ago
Evolutionary multi-objective optimization and decision making for selective laser sintering
This paper proposes an integrated approach to arrive at optimal build orientations, simultaneously minimizing surface roughness ‘Ra’ and build time ‘T’, for object manufac...
Nikhil Padhye, Kalyanmoy Deb
71
Voted
IR
2007
15 years 14 days ago
Regularizing query-based retrieval scores
In information retrieval, the cluster hypothesis states: closely related documents tend to be relevant to the same request. We exploit this hypothesis directly by adjusting queryb...
Fernando Diaz
95
Voted
CORR
2010
Springer
123views Education» more  CORR 2010»
14 years 11 months ago
A Stackelberg Strategy for Routing Flow over Time
Routing games are used to to understand the impact of individual users’ decisions on network efficiency. Most prior work on routing games uses a simplified model of network fl...
Umang Bhaskar, Lisa Fleischer, Elliot Anshelevich
128
Voted
KDD
2012
ACM
181views Data Mining» more  KDD 2012»
13 years 3 months ago
On "one of the few" objects
Objects with multiple numeric attributes can be compared within any “subspace” (subset of attributes). In applications such as computational journalism, users are interested i...
You Wu, Pankaj K. Agarwal, Chengkai Li, Jun Yang 0...
141
Voted
SIGIR
2012
ACM
13 years 3 months ago
An uncertainty-aware query selection model for evaluation of IR systems
We propose a mathematical framework for query selection as a mechanism for reducing the cost of constructing information retrieval test collections. In particular, our mathematica...
Mehdi Hosseini, Ingemar J. Cox, Natasa Milic-Frayl...