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ICML
2007
IEEE
14 years 9 months ago
Percentile optimization in uncertain Markov decision processes with application to efficient exploration
Markov decision processes are an effective tool in modeling decision-making in uncertain dynamic environments. Since the parameters of these models are typically estimated from da...
Erick Delage, Shie Mannor
KDD
1994
ACM
97views Data Mining» more  KDD 1994»
14 years 21 days ago
From Facts to Rules to Decisions: An Overview of the FRD-1 System
Oneof the central goals of knowledgediscovery in databases is to produceknowledgeuseful for decision making. However,the form in which knowledgecan be easily discovered is often d...
Ibrahim F. Imam, Ryszard S. Michalski
HICSS
2002
IEEE
126views Biometrics» more  HICSS 2002»
14 years 1 months ago
Development of a Decision Logic to Support Group Improvisation: An Application to Emergency Response
This paper reviews recent progress in the development of a computer-based system for supporting improvised group decision making in risky, time-constrained situations. One goal of...
David Mendonça, William A. Wallace
ACMICEC
2007
ACM
154views ECommerce» more  ACMICEC 2007»
14 years 19 days ago
Learning and adaptivity in interactive recommender systems
Recommender systems are intelligent E-commerce applications that assist users in a decision-making process by offering personalized product recommendations during an interaction s...
Tariq Mahmood, Francesco Ricci
SAC
2010
ACM
14 years 3 months ago
Towards the induction of terminological decision trees
A concept learning framework for terminological representations is introduced. It is grounded on a method for inducing logic decision trees as an adaptation of the classic tree in...
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito