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BIS
2011
342views Business» more  BIS 2011»
14 years 6 months ago
A Concept of the Knowledge Strategic Resource Network (SknowNet) for SMEs
This paper presents concept of the strategic knowledge resource network for SMEs. A strategic-knowledge resource in a company represents the knowledge, skills and capabilities of t...
Justyna Patalas-Maliszewska, Irene Krebs
ICML
2001
IEEE
16 years 7 months ago
Inducing Partially-Defined Instances with Evolutionary Algorithms
This paper addresses the issue of reducing the storage requirements on Instance-Based Learning algorithms. Algorithms proposed by other researches use heuristics to prune instance...
Josep Maria Garrell i Guiu, Xavier Llorà
PAKDD
2009
ACM
96views Data Mining» more  PAKDD 2009»
16 years 1 months ago
Aggregated Subset Mining
The usual data mining setting uses the full amount of data to derive patterns for different purposes. Taking cues from machine learning techniques, we explore ways to divide the d...
Albrecht Zimmermann, Björn Bringmann
MLDM
2009
Springer
16 years 1 months ago
Improved Comprehensibility and Reliability of Explanations via Restricted Halfspace Discretization
A number of two-class classification methods first discretize each attribute of two given training sets and then construct a propositional DNF formula that evaluates to True for ...
Klaus Truemper
ECML
2007
Springer
16 years 28 days ago
Data Mining of Multi-categorized Data
At the International Research and Educational Institute for Integrated Medical Sciences (IREIIMS) project, we are collecting complete medical data sets to determine relationships b...
Akinori Abe, Norihiro Hagita, Michiko Furutani, Yo...