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» Optimization in Object Caching
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176
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KDD
2000
ACM
129views Data Mining» more  KDD 2000»
15 years 10 months ago
Evolutionary algorithms in data mining: multi-objective performance modeling for direct marketing
Predictive models in direct marketing seek to identify individuals most likely to respond to promotional solicitations or other intervention programs. While standard modeling appr...
Siddhartha Bhattacharyya
QEST
2006
IEEE
16 years 26 days ago
Strategy Improvement for Concurrent Reachability Games
A concurrent reachability game is a two-player game played on a graph: at each state, the players simultaneously and independently select moves; the two moves determine jointly a ...
Krishnendu Chatterjee, Luca de Alfaro, Thomas A. H...
206
Voted
GECCO
2004
Springer
160views Optimization» more  GECCO 2004»
16 years 7 days ago
Finding Effective Software Metrics to Classify Maintainability Using a Parallel Genetic Algorithm
The ability to predict the quality of a software object can be viewed as a classification problem, where software metrics are the features and expert quality rankings the class lab...
Rodrigo A. Vivanco, Nicolino J. Pizzi
179
Voted
GECCO
2010
Springer
187views Optimization» more  GECCO 2010»
15 years 10 months ago
Evolving agent behavior in multiobjective domains using fitness-based shaping
Multiobjective evolutionary algorithms have long been applied to engineering problems. Lately they have also been used to evolve behaviors for intelligent agents. In such applicat...
Jacob Schrum, Risto Miikkulainen
EMNLP
2009
15 years 4 months ago
Consensus Training for Consensus Decoding in Machine Translation
We propose a novel objective function for discriminatively tuning log-linear machine translation models. Our objective explicitly optimizes the BLEU score of expected n-gram count...
Adam Pauls, John DeNero, Dan Klein