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» Reasoning about sets using redescription mining
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ECML
2005
Springer
14 years 4 months ago
A Distance-Based Approach for Action Recommendation
Abstract. Rule induction has attracted a great deal of attention in Machine Learning and Data Mining. However, generating rules is not an end in itself because their applicability ...
Ronan Trepos, Ansaf Salleb, Marie-Odile Cordier, V...
IICAI
2007
14 years 19 days ago
Logics for Action
Logics of action, for reasoning about the effects of state change, and logics of belief, accounting for belief revision and update, have much in common. Furthermore, we may underta...
Michael P. Fourman
AAMAS
2008
Springer
13 years 11 months ago
Agents that argue and explain classifications
Argumentation is a promising approach used by autonomous agents for reasoning about inconsistent/incomplete/uncertain knowledge, based on the construction and the comparison of ar...
Leila Amgoud, Mathieu Serrurier
CSL
2006
Springer
13 years 11 months ago
Adaptation of maximum entropy capitalizer: Little data can help a lot
A novel technique for maximum "a posteriori" (MAP) adaptation of maximum entropy (MaxEnt) and maximum entropy Markov models (MEMM) is presented. The technique is applied...
Ciprian Chelba, Alex Acero
ISPW
2005
IEEE
14 years 4 months ago
A Value-Based Process for Achieving Software Dependability
Since different systems have different success-critical stakeholders, and these stakeholders depend on the system in different ways, using traditional one-size-fits-all dependabili...
LiGuo Huang