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SAC
2006
ACM
14 years 1 months ago
Exploiting partial decision trees for feature subset selection in e-mail categorization
In this paper we propose PARTfs which adopts a supervised machine learning algorithm, namely partial decision trees, as a method for feature subset selection. In particular, it is...
Helmut Berger, Dieter Merkl, Michael Dittenbach
AIME
2005
Springer
14 years 1 months ago
Interactive Knowledge Validation in CBR for Decision Support in Medicine
Abstract. In most case-based reasoning (CBR) systems there has been little research done on validating new knowledge, specifically on how previous knowledge differs from current k...
Monica H. Ou, Geoff A. W. West, Mihai Lazarescu, C...
PPSN
2004
Springer
14 years 1 months ago
A Neuroevolutionary Approach to Emergent Task Decomposition
A scalable architecture to facilitate emergent (self-organized) task decomposition using neural networks and evolutionary algorithms is presented. Various control system architectu...
Jekanthan Thangavelautham, Gabriele M. T. D'Eleute...
ICRA
2003
IEEE
97views Robotics» more  ICRA 2003»
14 years 1 months ago
Wearable-based evaluation of human-robot interactions in robot path-planning
In Robotics, many path-planning algorithms have been proposed but almost all are evaluated only by their path lengths in PC. However, the evaluation is completely independent of a...
Ritsu Shikata, Takayuki Goto, Hiroshi Noborio, Hir...
INCDM
2010
Springer
159views Data Mining» more  INCDM 2010»
14 years 19 days ago
Semi-supervised Learning for False Alarm Reduction
Abstract. Intrusion Detection Systems (IDSs) which have been deployed in computer networks to detect a wide variety of attacks are suffering how to manage of a large number of tri...
Chien-Yi Chiu, Yuh-Jye Lee, Chien-Chung Chang, Wen...