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ATAL
2004
Springer
16 years 20 days ago
Preference Elicitation without Numbers
The development of autonomous multi-agent systems acting upon the interests of one or more users involves the elicitation of preferences of these users. In decision theory, models...
P. H. M. P. Roelofsma, Martijn C. Schut
171
Voted
ATAL
2004
Springer
16 years 20 days ago
Non-Monotonic-Offers Bargaining Protocol
This paper discusses the strengths and weaknesses of non-monotonic-offers in alternating-offer bargaining protocol. It is commonly assumed that bargainers submit monotonic offers ...
Pinata Winoto, Gordon I. McCalla, Julita Vassileva
CIA
2004
Springer
16 years 20 days ago
The RoleX Environment for Multi-agent Cooperation
In this paper we present the RoleX environment for multi-agent systems. Born to support the management of role-based interactions, Rolex provides different services, in particular ...
Giacomo Cabri, Luca Ferrari, Letizia Leonardi
IDEAL
2004
Springer
16 years 19 days ago
DIVACE: Diverse and Accurate Ensemble Learning Algorithm
In order for a neural network ensemble to generalise properly, two factors are considered vital. One is the diversity and the other is the accuracy of the networks that comprise th...
Arjun Chandra, Xin Yao
168
Voted
IDEAL
2004
Springer
16 years 19 days ago
Combining Gaussian Mixture Models
A Gaussian mixture model (GMM) estimates a probability density function using the expectation-maximization algorithm. However, it may lead to a poor performance or inconsistency. T...
Hyoungjoo Lee, Sungzoon Cho
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