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DAGSTUHL
2004
15 years 1 months ago
Learning with Local Models
Next to prediction accuracy, the interpretability of models is one of the fundamental criteria for machine learning algorithms. While high accuracy learners have intensively been e...
Stefan Rüping
DMIN
2006
132views Data Mining» more  DMIN 2006»
15 years 1 months ago
An Overview of Associative Classifiers
Abstract-- Associative classification is a new classification approach integrating association mining and classification. It becomes a significant tool for knowledge discovery and ...
Yanmin Sun, Andrew K. C. Wong, Yang Wang 0007
IJIT
2004
15 years 1 months ago
IMDC: An Image-Mapped Data Clustering Technique for Large Datasets
In this paper, we present a new algorithm for clustering data in large datasets using image processing approaches. First the dataset is mapped into a binary image plane. The synthe...
Faruq A. Al-Omari, Nabeel I. Al-Fayoumi
WOA
2003
15 years 1 months ago
Using a Properties Based Naming System in Mobile Agents Environments for Pervasive Computing
— Mobile Agents model is widely accepted as a good solution to simplify the coordination in a complex and distributed environment. Pervasive computing, presents many issues regar...
Fabio Tarantino, Alessio Ravani, Mario Zambrini
65
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ICMCS
2010
IEEE
152views Multimedia» more  ICMCS 2010»
15 years 27 days ago
Bipolar grouping
Most affinity-based grouping methods only model the inclusive relation among the data. When the data set contains a significant amount of noise data that should not be included in...
Jiang Xu, Junsong Yuan, Ying Wu