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PKDD
2000
Springer
134views Data Mining» more  PKDD 2000»
15 years 6 months ago
Induction of Multivariate Decision Trees by Using Dipolar Criteria
A new approach to the induction of multivariate decision trees is proposed. A linear decision function (hyper-plane) is used at each non-terminal node of a binary tree for splittin...
Leon Bobrowski, Marek Kretowski
121
Voted
FMOODS
2006
15 years 3 months ago
Synchronizing Behavioural Mismatch in Software Composition
Software Adaptation is a crucial issue for the development of a real market of components promoting software reuse. Recent work in this field has addressed several problems related...
Carlos Canal, Pascal Poizat, Gwen Salaün
FSTTCS
2001
Springer
15 years 7 months ago
On Clustering Using Random Walks
Abstract. We propose a novel approach to clustering, based on deterministic analysis of random walks on the weighted graph associated with the clustering problem. The method is cen...
David Harel, Yehuda Koren
147
Voted
ICASSP
2011
IEEE
14 years 5 months ago
Proximal splitting methods for depth estimation
Stereo matching is an active area of research in image processing. In a recent work, a convex programming approach was developed in order to generate a dense disparity field. In ...
Mireille El Gheche, Jean-Christophe Pesquet, Jouma...
150
Voted
TKDE
2012
250views Formal Methods» more  TKDE 2012»
13 years 4 months ago
Dense Subgraph Extraction with Application to Community Detection
— This paper presents a method for identifying a set of dense subgraphs of a given sparse graph. Within the main applications of this “dense subgraph problem”, the dense subg...
Jie Chen 0007, Yousef Saad