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CLASSIFICATION
2007
105views more  CLASSIFICATION 2007»
15 years 7 months ago
Bayesian Regularization for Normal Mixture Estimation and Model-Based Clustering
Normal mixture models are widely used for statistical modeling of data, including cluster analysis. However maximum likelihood estimation (MLE) for normal mixtures using the EM al...
Chris Fraley, Adrian E. Raftery
CLEIEJ
2007
133views more  CLEIEJ 2007»
15 years 7 months ago
Competency Assessment: Integrating COCOMO II and People-CMM for estimation improvement
: ‘Human factor’ is one of the most relevant and crucial aspects of software development projects management. Aiming at the performance improvement for software processes in or...
Ricardo Colomo Palacios, Marcos Ruano Mayoral, Jua...
CORR
2007
Springer
97views Education» more  CORR 2007»
15 years 7 months ago
Estimation of the Rate-Distortion Function
—Motivated by questions in lossy data compression and by theoretical considerations, the problem of estimating the rate-distortion function of an unknown (not necessarily discret...
Matthew T. Harrison, Ioannis Kontoyiannis
JCM
2008
86views more  JCM 2008»
15 years 7 months ago
IPv6 over IEEE 802.16 (WiMAX) Networks: Facts and Challenges
Deploying the new generation "Internet Protocol" (IPv6) over 802.16-based wireless networks is facing an important challenge as the IEEE 802.16 standard is failing to sup...
Adlen Ksentini
JMLR
2008
111views more  JMLR 2008»
15 years 7 months ago
Ranking Categorical Features Using Generalization Properties
Feature ranking is a fundamental machine learning task with various applications, including feature selection and decision tree learning. We describe and analyze a new feature ran...
Sivan Sabato, Shai Shalev-Shwartz