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IS
2008
14 years 9 months ago
Efficient mining of frequent episodes from complex sequences
Discovering patterns with highly significance is an important problem in data mining discipline. An episode is defined to be a partially ordered set of events for a consecutive an...
Kuo-Yu Huang, Chia-Hui Chang
JAIR
2008
130views more  JAIR 2008»
14 years 9 months ago
Online Planning Algorithms for POMDPs
Partially Observable Markov Decision Processes (POMDPs) provide a rich framework for sequential decision-making under uncertainty in stochastic domains. However, solving a POMDP i...
Stéphane Ross, Joelle Pineau, Sébast...
CSDA
2007
120views more  CSDA 2007»
14 years 9 months ago
Boosting ridge regression
Ridge regression is a well established method to shrink regression parameters towards zero, thereby securing existence of estimates. The present paper investigates several approac...
Gerhard Tutz, Harald Binder
JUCS
2006
77views more  JUCS 2006»
14 years 9 months ago
A New System Dedicated to Real-time Cardiac Arrhythmias Tele-assistance and Monitoring
: More than 60,000 people die suddenly each year in France due to cardiac arrhythmias. The current techniques used to diagnose cardiac arrhythmias such as HOLTER, R.TEST and teleme...
Haiying Zhou, Kun Mean Hou, Laurent Gineste, Chris...
JWSR
2006
139views more  JWSR 2006»
14 years 9 months ago
Supporting Predictable Service Provision in MANETs Via Context-Aware Session Management
: The increasing ubiquity of wireless mobile devices is promoting unprecedented levels of electronic collaboration among devices interoperating to achieve a common goal. Issues rel...
Radu Handorean, Rohan Sen, Gregory Hackmann, Gruia...