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ICDM
2006
IEEE
145views Data Mining» more  ICDM 2006»
15 years 8 months ago
Stability Region Based Expectation Maximization for Model-based Clustering
In spite of the initialization problem, the ExpectationMaximization (EM) algorithm is widely used for estimating the parameters in several data mining related tasks. Most popular ...
Chandan K. Reddy, Hsiao-Dong Chiang, Bala Rajaratn...
100
Voted
EMSOFT
2004
Springer
15 years 7 months ago
Model based estimation and verification of mobile device performance
Performance is an important quality attribute that needs to be and managed proactively. Abstract models of the system are not very useful if they do not produce reasonably accurat...
Gopalakrishna Raghavan, Ari Salomaki, Raimondas Le...
111
Voted
ECCV
2010
Springer
15 years 7 months ago
Weakly Supervised Shape Based Object Detection with Particle Filter
Abstract. We describe an efficient approach to construct shape models composed of contour parts with partially-supervised learning. The proposed approach can easily transfer parts ...
ECOOP
2001
Springer
15 years 6 months ago
Precise Constraint-Based Type Inference for Java
Abstract. Precise type information is invaluable for analysis and optimization of object-oriented programs. Some forms of polymorphism found in object-oriented languages pose signi...
Tiejun Wang, Scott F. Smith
GECCO
2006
Springer
142views Optimization» more  GECCO 2006»
15 years 5 months ago
Classifier prediction based on tile coding
This paper introduces XCSF extended with tile coding prediction: each classifier implements a tile coding approximator; the genetic algorithm is used to adapt both classifier cond...
Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wils...