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IBPRIA
2003
Springer
15 years 5 months ago
Reducing Training Sets by NCN-based Exploratory Procedures
In this paper, a new approach to training set size reduction is presented. This scheme basically consists of defining a small number of prototypes that represent all the original ...
María Teresa Lozano, José Salvador S...
ICANN
2003
Springer
15 years 5 months ago
Optimal Hebbian Learning: A Probabilistic Point of View
Many activity dependent learning rules have been proposed in order to model long-term potentiation (LTP). Our aim is to derive a spike time dependent learning rule from a probabili...
Jean-Pascal Pfister, David Barber, Wulfram Gerstne...
ICCS
2003
Springer
15 years 5 months ago
Multi-agent Approach for Visualisation of Fuzzy Systems
Complex fuzzy systems exist in many applications and effective visualisation is required to gain insights in the nature and working of these systems, especially in the implication ...
Binh Pham, Ross Brown
ISMIS
2003
Springer
15 years 5 months ago
Searching for the Complex Decision Reducts: The Case Study of the Survival Analysis
Generalization of the fundamental rough set discernibility tools aiming at searching for relevant patterns for complex decisions is discussed. As an example of application, there i...
Jan G. Bazan, Andrzej Skowron, Dominik Slezak, Jak...
EACL
2003
ACL Anthology
15 years 1 months ago
CAST: A computer-aided summarisation tool
In this paper we propose computeraided summarisation (CAS) as an alternative approach to automatic summarisation, and present an ongoing project which aims to develop a CAS system...
Constantin Orasan, Ruslan Mitkov, Laura Hasler