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KDD
2001
ACM
164views Data Mining» more  KDD 2001»
16 years 3 months ago
Data mining criteria for tree-based regression and classification
This paper is concerned with the construction of regression and classification trees that are more adapted to data mining applications than conventional trees. To this end, we pro...
Andreas Buja, Yung-Seop Lee
131
Voted
ICDM
2008
IEEE
99views Data Mining» more  ICDM 2008»
15 years 9 months ago
Finding Good Itemsets by Packing Data
The problem of selecting small groups of itemsets that represent the data well has recently gained a lot of attention. We approach the problem by searching for the itemsets that c...
Nikolaj Tatti, Jilles Vreeken
130
Voted
CADE
2009
Springer
16 years 4 months ago
Ground Interpolation for Combined Theories
Abstract. We give a method for modular generation of ground interpolants in modern SMT solvers supporting multiple theories. Our method uses a novel algorithm to modify the proof t...
Amit Goel, Sava Krstic, Cesare Tinelli
179
Voted
GECCO
2005
Springer
141views Optimization» more  GECCO 2005»
15 years 9 months ago
Evolving cooperative strategies for UAV teams
We present a Genetic Programming approach to evolve cooperative controllers for teams of UAVs. Our focus is a collaborative search mission in an uncertain and/or hostile environme...
Marc D. Richards, L. Darrell Whitley, J. Ross Beve...
ICWE
2005
Springer
15 years 8 months ago
An Experiment on the Matching and Reuse of XML Schemas
XML Schema is becoming an indispensable component in developing web applications. With its widespread adoption and its web accessibility, XML Schema reuse is becoming imperative. T...
Jianguo Lu, Shengrui Wang, Ju Wang