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CAEPIA
2003
Springer
15 years 7 months ago
Using the Geometrical Distribution of Prototypes for Training Set Condensing
Abstract. In this paper, some new approaches to training set size reduction are presented. These schemes basically consist of defining a small number of prototypes that represent ...
María Teresa Lozano, José Salvador S...
CLEF
2003
Springer
15 years 7 months ago
SINAI at CLEF 2003: Decompounding and Merging
This paper describes the application of the two-step RSV and mixed two-step RSV merging methods over 8 and 4 multilingual tasks in CLEF 2003. We study their performance compared t...
Fernando Martínez Santiago, Arturo Montejo ...
96
Voted
IBPRIA
2003
Springer
15 years 7 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...
150
Voted
ICOIN
2003
Springer
15 years 7 months ago
A Bluetooth Scatternet Formation Algorithm for Networks with Heterogeneous Device Capabilities
This paper focuses on Bluetooth, a promising new wireless technology, developed mainly as a cable replacement. We argue that, in practice, Bluetooth devices will have different po...
Dimitri Reading-Picopoulos, Alhussein A. Abouzeid
ICDM
2002
IEEE
93views Data Mining» more  ICDM 2002»
15 years 6 months ago
Learning from Order Examples
We advocate a new learning task that deals with orders of items, and we call this the Learning from Order Examples (LOE) task. The aim of the task is to acquire the rule that is u...
Toshihiro Kamishima, Shotaro Akaho