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128
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ICDM
2009
IEEE
149views Data Mining» more  ICDM 2009»
15 years 10 months ago
Accelerated Gradient Method for Multi-task Sparse Learning Problem
—Many real world learning problems can be recast as multi-task learning problems which utilize correlations among different tasks to obtain better generalization performance than...
Xi Chen, Weike Pan, James T. Kwok, Jaime G. Carbon...
182
Voted
APPROX
2000
Springer
190views Algorithms» more  APPROX 2000»
15 years 8 months ago
Approximating node connectivity problems via set covers
Given a graph (directed or undirected) with costs on the edges, and an integer k, we consider the problem of nding a k-node connected spanning subgraph of minimum cost. For the ge...
Guy Kortsarz, Zeev Nutov
109
Voted
SIGIR
2009
ACM
15 years 10 months ago
Visualizing the problems with the INEX topics
Topics form a crucial component of a test collection. We show, through visualization, that the INEX 2008 topics have shortcomings, which questions their validity for evaluating XM...
Andrew Trotman, Maria del Rocio Gomez Crisostomo, ...
149
Voted
IPPS
2005
IEEE
15 years 9 months ago
Some Issues in Solving the Anomaly Detection Problem using Immunological Approach
Results of an experimental study of an anomaly detection system based on the paradigm of artificial immune systems (AISs) are presented. Network traffic data are mapped into ant...
Franciszek Seredynski, Pascal Bouvry
112
Voted
CAISE
2004
Springer
15 years 9 months ago
A Model-based Ontology of the Software Interoperability Problem: Preliminary Results
Interoperability usually refers to software system communication. Although there is no widely accepted definition, and therefore no common understanding of the context, there are m...
Vincent Rosener, Thibaud Latour, Eric Dubois