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AROBOTS
2000
109views more  AROBOTS 2000»
13 years 7 months ago
Multiagent Systems: A Survey from a Machine Learning Perspective
Distributed Artificial Intelligence (DAI) has existed as a subfield of AI for less than two decades. DAI is concerned with systems that consist of multiple independent entities th...
Peter Stone, Manuela M. Veloso
HICSS
2005
IEEE
142views Biometrics» more  HICSS 2005»
14 years 1 months ago
Measuring Information Understanding in Large Document Collections
We present a method for testing subject’s performance in a realistic (end-to-end) information understanding task— rapid understanding of large document collections—and discu...
Malcolm Slaney, Daniel M. Russell
EDM
2008
169views Data Mining» more  EDM 2008»
13 years 9 months ago
Mining Student Behavior Models in Learning-by-Teaching Environments
This paper discusses our approach to building models and analyzing student behaviors in different versions of our learning by teaching environment where students learn by teaching ...
Hogyeong Jeong, Gautam Biswas
GECCO
2007
Springer
228views Optimization» more  GECCO 2007»
14 years 1 months ago
Collective behavior based hierarchical XCS
This paper attempts to extend the XCS research by analyzing the impact of information exchange between XCS agents on classifier performance. Two types of information are exchange...
Matthew Gershoff, Sonia Schulenburg
CSDA
2008
147views more  CSDA 2008»
13 years 7 months ago
Detection of unknown computer worms based on behavioral classification of the host
Machine learning techniques are widely used in many fields. One of the applications of machine learning in the field of the information security is classification of a computer be...
Robert Moskovitch, Yuval Elovici, Lior Rokach