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ECML
2005
Springer
14 years 3 months ago
Active Learning for Probability Estimation Using Jensen-Shannon Divergence
Active selection of good training examples is an important approach to reducing data-collection costs in machine learning; however, most existing methods focus on maximizing classi...
Prem Melville, Stewart M. Yang, Maytal Saar-Tsecha...
EVOW
2005
Springer
14 years 3 months ago
A Performance Evaluation Framework for Nature Inspired Routing Algorithms
Performance evaluation of routing protocols is an important area of research that deals with the analysis and investigation of such protocols. A performance evaluation framework un...
Horst Wedde, Muddassar Farooq
FOSSACS
2005
Springer
14 years 3 months ago
Bridging Language-Based and Process Calculi Security
Language-based and process calculi-based information security are well developed fields of computer security. Although these fields have much in common, it is somewhat surprising...
Riccardo Focardi, Sabina Rossi, Andrei Sabelfeld
GECCO
2005
Springer
110views Optimization» more  GECCO 2005»
14 years 3 months ago
Towards identifying populations that increase the likelihood of success in genetic programming
This paper presents a comprehensive, multivariate account of how initial population material is used over the course of a genetic programming run as while various factors influenc...
Jason M. Daida
ICCS
2005
Springer
14 years 3 months ago
Morphisms in Context
Abstract. Morphisms constitute a general tool for modelling complex relationships between mathematical objects in a disciplined fashion. In Formal Concept Analysis (FCA), morphisms...
Markus Krötzsch, Pascal Hitzler, Guo-Qiang Zh...