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» A Rule Set Generation Technique for Better Decision Making
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TFS
2011
242views Education» more  TFS 2011»
14 years 4 months ago
Linguistic Summarization Using IF-THEN Rules and Interval Type-2 Fuzzy Sets
—Linguistic summarization (LS) is a data mining or knowledge discovery approach to extract patterns from databases. Many authors have used this technique to generate summaries li...
Dongrui Wu, Jerry M. Mendel
ICRA
2005
IEEE
127views Robotics» more  ICRA 2005»
15 years 3 months ago
Natural Gait Generation Techniques for Multi-bodied Isolated Mechanical Systems
— This paper investigates how to generate cyclic gaits for multi-bodied isolated mechanical systems whose configuration space is represented by a trivial fiber bundle. We descr...
Elie A. Shammas, Klaus Schmidt, Howie Choset
106
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ICDM
2003
IEEE
158views Data Mining» more  ICDM 2003»
15 years 2 months ago
Identifying Markov Blankets with Decision Tree Induction
The Markov Blanket of a target variable is the minimum conditioning set of variables that makes the target independent of all other variables. Markov Blankets inform feature selec...
Lewis Frey, Douglas H. Fisher, Ioannis Tsamardinos...
LISA
2007
14 years 12 months ago
Inferring Higher Level Policies from Firewall Rules
Packet filtering firewall is one of the most important mechanisms used by corporations to enforce their security policy. Recent years have seen a lot of research in the area of ...
Alok Tongaonkar, Niranjan Inamdar, R. Sekar
CIDM
2009
IEEE
15 years 4 months ago
Evolving decision trees using oracle guides
—Some data mining problems require predictive models to be not only accurate but also comprehensible. Comprehensibility enables human inspection and understanding of the model, m...
Ulf Johansson, Lars Niklasson