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ADATE


Automatic Design of Algorithms Through Evolution (ADATE) is a system for automatic functional programming. The system was developed independently of alternative methods such as genetic and inductive logic ... [more info]

Platforms:   Windows95/NT x86, Linux on x86


AKAT


see ... [more info]

Platforms:   PC under Microsoft Windows


DMT (was AKAT)


The Data Mining Tool (ie DMT) is a package which learns knowledge from a database of examples and then converts this knowledge into a concise, useful and compact form. Available learning algorithms include induction of decision trees, rule generation as well as supervised and unsupervised neural net based ... [more info]

Platforms:   PC under Microsoft Windows


Atree


Atree uses ALNs (Adaptive Logic Networks) to do least-squares fitting to data using piecewise linear ... [more info]

Platforms:   PC under Microsoft Windows


AutoClass


Unsupervised Bayesian classification system that seeks a maximum posterior probability classification. Inputs consist of a database of attribute vectors (cases), either real or discrete valued, and a class model. Default class models are provided. AutoClass finds the set of classes that is maximally probable with respect to the data and model. The output is a set of class descriptions, and ... [more info]

Platforms:   C-Sources for Windows and Unix


Billy


... [more info]

Platforms:  


C4.5 Release 8 (C4.5)


Algorithm for induction of decision trees. Input consists of preclassified attribute vectors, either real or discrete ... [more info]

Platforms:   Windows95/98/NT


CBR-Works


A domain-independent case-based reasoning ... [more info]

Platforms:   Sun Sparc with SunOS 4.x.x or Solaris 2.4, 32MB memory or IBM compatible PC with 8MB (16 MB recommended), processor (486 or high


Chillin


ILP system originally designed to handle issues that arise in learning control-rules for Prolog programs implementing natural langauge ... [more info]

Platforms:   Requires Quintus Prolog version 3.1.3


Claudien / Dlab


A clausal discovery engine, relational rule ... [more info]

Platforms:   solaris



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CFP: ICDM Workshop - Data Mining and the Grid The Data Mining and the Grid workshop focuses on Algorithmical and Architectural aspects of data mining in grid environments. Further details can be [...]
CALL FOR PAPERS: Data Mining in Grid Computing Environments Submission deadline: 30 September 2005. Call for Papers available at: http://www.datamininggrid.org/news Guest editors: Werner Dubitzky [...]

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Links

MLNet - Machine Learning Network Online Information System
Knowledge Aquisition - Knowledge Aquisition Workshops and Archives KDnuggets - KDnugetts Directory Data Mining and Knowledge Discovery resources
ILPNet2 - Network of Excellence in Inductive Logic Programming ILPnet2

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