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ICANN
2007
Springer
14 years 2 months ago
Selection of Decision Stumps in Bagging Ensembles
Abstract. This article presents a comprehensive study of different ensemble pruning techniques applied to a bagging ensemble composed of decision stumps. Six different ensemble p...
Gonzalo Martínez-Muñoz, Daniel Hern&...
INEX
2007
Springer
14 years 2 months ago
Overview of the INEX 2007 Entity Ranking Track
Abstract. Many realistic user tasks involve the retrieval of specific entities instead of just any type of documents. Examples of information needs include ‘Countries where one ...
Arjen P. de Vries, Anne-Marie Vercoustre, James A....
IWCLS
2007
Springer
14 years 2 months ago
Revisiting UCS: Description, Fitness Sharing, and Comparison with XCS
Abstract. This paper provides a deep insight into the learning mechanisms of UCS, a learning classifier system (LCS) derived from XCS that works under a supervised learning scheme...
Albert Orriols-Puig, Ester Bernadó-Mansilla
MCAM
2007
Springer
123views Multimedia» more  MCAM 2007»
14 years 2 months ago
Story Unit Segmentation with Friendly Acoustic Perception
Automatic story unit segmentation is an essential technique for content based video retrieval and summarization. A good video story unit has complete content and natural boundary i...
Longchuan Yan, Jun Du, Qingming Huang, Shuqiang Ji...
ACSAC
2006
IEEE
14 years 1 months ago
A General Dynamic Information Flow Tracking Framework for Security Applications
Many software security solutions require accurate tracking of control/data dependencies among information objects in network applications. This paper presents a general dynamic in...
Lap-Chung Lam, Tzi-cker Chiueh