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» An Approach to Generation of Decision Rules
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MDAI
2005
Springer
15 years 3 months ago
Cancer Prediction Using Diversity-Based Ensemble Genetic Programming
Combining a set of classifiers has often been exploited to improve the classification performance. Accurate as well as diverse base classifiers are prerequisite to construct a good...
Jin-Hyuk Hong, Sung-Bae Cho
SDM
2004
SIAM
163views Data Mining» more  SDM 2004»
14 years 11 months ago
Basic Association Rules
Previous approaches for mining association rules generate large sets of association rules. Such sets are difficult for users to understand and manage. Here, the concept of a restri...
Guichong Li, Howard J. Hamilton
101
Voted
HICSS
2007
IEEE
139views Biometrics» more  HICSS 2007»
15 years 4 months ago
Ontology Driven CPG Authoring and Execution via a Semantic Web Framework
Clinical Practice Guidelines (CPG) are used by healthcare practitioners to standardize clinical practice and to provide evidence mediated health-care. Currently, there have been c...
Sajjad Hussain, Syed Sibte Raza Abidi
GG
2004
Springer
15 years 3 months ago
Generating Test Cases for Code Generators by Unfolding Graph Transformation Systems
Abstract. Code generators are widely used in the development of embedded software to automatically generate executable code from graphical specifications. However, at present, cod...
Paolo Baldan, Barbara König, Ingo Stürme...
SGAI
2007
Springer
15 years 3 months ago
Towards a Computationally Efficient Approach to Modular Classification Rule Induction
Induction of classification rules is one of the most important technologies in data mining. Most of the work in this field has concentrated on the Top Down Induction of Decision T...
Frederic T. Stahl, Max Bramer