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CODES
1999
IEEE
14 years 10 hour ago
An MPEG-2 decoder case study as a driver for a system level design methodology
We present a case study on the design of a heterogeneous architecture for MPEG-2 video decoding. The primary objective of the case study is the validation of the SPADE methodology...
Pieter van der Wolf, Paul Lieverse, Mudit Goel, Da...
ICDM
2002
IEEE
448views Data Mining» more  ICDM 2002»
14 years 19 days ago
Feature Selection Algorithms: A Survey and Experimental Evaluation
In view of the substantial number of existing feature selection algorithms, the need arises to count on criteria that enables to adequately decide which algorithm to use in certai...
Luis Carlos Molina, Lluís Belanche, À...
ICDM
2007
IEEE
103views Data Mining» more  ICDM 2007»
14 years 2 months ago
An Examination of Experimental Methodology for Classifiers of Relational Data
Experimental methodology for evaluating classification algorithms in relational (i.e., networked) data is complicated by dependencies between related data instances. We survey the...
Brian Gallagher, Tina Eliassi-Rad
CAISE
2006
Springer
13 years 11 months ago
Benchmarking Criteria to Evaluate Ontology Building Methodologies
Abstract. Several ontology building methodologies have been developed endowed with different characteristics, however there is not yet a clear method to select the most appropriate...
Michela Chimienti, Michele Dassisti, Antonio De Ni...
KDD
2009
ACM
227views Data Mining» more  KDD 2009»
14 years 8 months ago
Efficiently learning the accuracy of labeling sources for selective sampling
Many scalable data mining tasks rely on active learning to provide the most useful accurately labeled instances. However, what if there are multiple labeling sources (`oracles...
Pinar Donmez, Jaime G. Carbonell, Jeff Schneider