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EVOW
2011
Springer
14 years 10 months ago
When Novelty Is Not Enough
Abstract. The idea of evolving novel rather than fit solutions has recently been offered as a way to automatically discover the kind of complex solutions that exhibit truly intel...
Giuseppe Cuccu, Faustino J. Gomez
ISMIS
2011
Springer
14 years 9 months ago
An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models
In the paper we present a new evolutionary algorithm for induction of regression trees. In contrast to the typical top-down approaches it globally searches for the best tree struct...
Marcin Czajkowski, Marek Kretowski
ADVCS
2011
251views Database» more  ADVCS 2011»
14 years 7 months ago
Emergent Social Learning Networks in Organizations with Heterogeneous Agents
Two distinct learning mechanisms are considered for a population of agents who engage in decentralized search for the common optimum. An agent may choose to learn via innovation (...
Myong-Hun Chang
321
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BPM
2011
Springer
271views Business» more  BPM 2011»
14 years 7 months ago
Stimulating Skill Evolution in Market-Based Crowdsourcing
Abstract. Crowdsourcing has emerged as an important paradigm in human problem-solving techniques on the Web. One application of crowdsourcing is to outsource certain tasks to the c...
Benjamin Satzger, Harald Psaier, Daniel Schall, Sc...
ECSCW
2011
14 years 6 months ago
Theories of Cognition in CSCW
There are many theories useful for framing CSCW research and they may in principle be irreducible to a single theory. CSCW research explores questions involving numerous distinct...
Gerry Stahl