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IJCAI
2003
15 years 2 months ago
Boosting Face Identification in Airports
Robust face identification system in complex airport environment, which can identify certain candidates from a crowd of people in real time, is in urgent demand. S-AdaBoost is dis...
Jimmy Jiang Liu, Kia-Fock Loe
104
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IJCAI
2003
15 years 2 months ago
Collaborative Filtering Using Associative Neural Memory
There are two types of collaborative filtering (CF) systems, user-based and item-based. This paper introduces an item-based CF system for ranking derived from Linear Associative ...
Chuck P. Lam
IJCAI
2003
15 years 2 months ago
Constructing Diverse Classifier Ensembles using Artificial Training Examples
Ensemble methods like bagging and boosting that combine the decisions of multiple hypotheses are some of the strongest existing machine learning methods. The diversity of the memb...
Prem Melville, Raymond J. Mooney
IJCAI
2003
15 years 2 months ago
When Evolving Populations is Better than Coevolving Individuals: The Blind Mice Problem
This paper is about the evolutionary design of multi-agent systems. An important part of recent research in this domain has been focusing on collaborative revolutionary methods. W...
Thomas Miconi
IJCAI
2003
15 years 2 months ago
Combining Two Local Search Approaches to Hypergraph Partitioning
We study leading-edge local search heuristics for balanced hypergraph partitioning and Boolean satisfiability, intending the generalization of such heuristics beyond their origina...
Arathi Ramani, Igor L. Markov