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ECAI
2006
Springer
15 years 4 months ago
Testing the Limits of Emergent Behavior in MAS Using Learning of Cooperative Behavior
Abstract. We present a method to test a group of agents for (unwanted) emergent behavior by using techniques from learning of cooperative behavior. The general idea is to mimick us...
Jordan Kidney, Jörg Denzinger
111
Voted
ECML
2006
Springer
15 years 4 months ago
Transductive Gaussian Process Regression with Automatic Model Selection
Abstract. In contrast to the standard inductive inference setting of predictive machine learning, in real world learning problems often the test instances are already available at ...
Quoc V. Le, Alexander J. Smola, Thomas Gärtne...
WSC
2008
15 years 2 months ago
A modeling-based classification algorithm validated with simulated data
We present a Generalized Lotka-Volterra (GLV) based approach for modeling and simulation of supervised inductive learning, and construction of an efficient classification algorith...
Karen Hovsepian, Peter Anselmo, Subhasish Mazumdar
71
Voted
CIKM
2008
Springer
15 years 2 months ago
Managing collaborative feedback information for distributed retrieval
Despite the many research efforts invested recently in peerto-peer search engines, none of the proposed system has reached the level of quality and efficiency of their centralized...
Pascal Felber, Toan Luu, Martin Rajman, Etienne Ri...
90
Voted
ELPUB
2008
ACM
15 years 2 months ago
Should University Presses Adopt An open Access [Electronic Publishing] Business Model for All of Their Scholarly Books?
This paper analyzes U.S. university press datasets (2001-2007) to determine net publishers' revenues and net publishers' units, the major markets and channels of distrib...
Albert N. Greco, Robert Michael Wharton