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» Validation Method for Intelligent Systems
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IAT
2007
IEEE
15 years 11 months ago
Network Intrusion Detection by Means of Community of Trusting Agents
We apply advanced agent trust modeling techniques to identify malicious traffic in computer networks. Our work integrates four state-of-the-art techniques from anomaly detection,...
Martin Rehák, Michal Pechoucek, Karel Barto...
IAT
2005
IEEE
15 years 10 months ago
Self-Organizing Cognitive Agents and Reinforcement Learning in Multi-Agent Environment
This paper presents a self-organizing cognitive architecture, known as TD-FALCON, that learns to function through its interaction with the environment. TD-FALCON learns the value ...
Ah-Hwee Tan, Dan Xiao
118
Voted
MICAI
2004
Springer
15 years 10 months ago
An Optimization Algorithm Based on Active and Instance-Based Learning
We present an optimization algorithm that combines active learning and locally-weighted regression to find extreme points of noisy and complex functions. We apply our algorithm to...
Olac Fuentes, Thamar Solorio
IDEAL
2003
Springer
15 years 10 months ago
E.Coli Search: Self Replicating Agents for Web Based Information Retrieval
: Although search engines are often used for information retrieval (IR) from the World Wide Web (WWW), current search engine technology seems obsolete. The quality of query results...
Derrick Takeshi Mirikitani, Ibrahim Kushchu
CP
2000
Springer
15 years 9 months ago
A Language for Audiovisual Template Specification and Recognition
We address the issue of detecting automatically occurrences of high level patterns in audiovisual documents. These patterns correspond to recurring sequences of shots, which are co...
Jean Carrive, Pierre Roy, François Pachet, ...