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» The Discrete Basis Problem
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178
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CBMS
2005
IEEE
16 years 10 days ago
An Ontology-Driven Clustering Method for Supporting Gene Expression Analysis
The Gene Ontology (GO) is an important knowledge resource for biologists and bioinformaticians. This paper explores the integration of similarity information derived from GO into ...
Haiying Wang, Francisco Azuaje, Olivier Bodenreide...
169
Voted
ICDM
2005
IEEE
157views Data Mining» more  ICDM 2005»
16 years 10 days ago
Blocking Anonymity Threats Raised by Frequent Itemset Mining
In this paper we study when the disclosure of data mining results represents, per se, a threat to the anonymity of the individuals recorded in the analyzed database. The novelty o...
Maurizio Atzori, Francesco Bonchi, Fosca Giannotti...
174
Voted
ICDM
2005
IEEE
185views Data Mining» more  ICDM 2005»
16 years 10 days ago
Semi-Supervised Mixture of Kernels via LPBoost Methods
We propose an algorithm to construct classification models with a mixture of kernels from labeled and unlabeled data. The derived classifier is a mixture of models, each based o...
Jinbo Bi, Glenn Fung, Murat Dundar, R. Bharat Rao
198
Voted
ICIP
2005
IEEE
16 years 9 days ago
Source camera identification based on CFA interpolation
In this work, we focus our interest on blind source camera identification problem by extending our results in the direction of [1]. The interpolation in the color surface of an im...
Sevinc Bayram, Husrev T. Sencar, Nasir D. Memon, I...
163
Voted
IPPS
2005
IEEE
16 years 9 days ago
A Maintenance-Oriented Fault Model for the DECOS Integrated Diagnostic Architecture
Abstract— The increasing use of electronics in the automotive and avionic domain has lead to dramatic improvements with respect to functionality, safety, and cost. However, with ...
Philipp Peti, Roman Obermaisser, Astrit Ademaj, He...