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AAAI
2011
14 years 23 days ago
Preferred Explanations: Theory and Generation via Planning
In this paper we examine the general problem of generating preferred explanations for observed behavior with respect to a model of the behavior of a dynamical system. This problem...
Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlrait...
SIGECOM
2003
ACM
119views ECommerce» more  SIGECOM 2003»
15 years 6 months ago
Preference elicitation in proxied multiattribute auctions
We consider the problem of minimizing preference elicitation in efficient multiattribute auctions, that support dynamic negotiation over non-price based attributes such as qualit...
Aditya V. Sunderam, David C. Parkes
116
Voted
ICPR
2010
IEEE
15 years 28 days ago
The Problem of Fragile Feature Subset Preference in Feature Selection Methods and a Proposal of Algorithmic Workaround
Abstract—We point out a problem inherent in the optimization scheme of many popular feature selection methods. It follows from the implicit assumption that higher feature selecti...
Petr Somol, Jiri Grim, Pavel Pudil
103
Voted
AUSDM
2007
Springer
107views Data Mining» more  AUSDM 2007»
15 years 7 months ago
Preference Networks: Probabilistic Models for Recommendation Systems
Recommender systems are important to help users select relevant and personalised information over massive amounts of data available. We propose an unified framework called Prefer...
Tran The Truyen, Dinh Q. Phung, Svetha Venkatesh
86
Voted
AAAI
1994
15 years 2 months ago
A Preference-Based Approach to Default Reasoning: Preliminary Report
An approach to nonmonotonic inference, based on preference orderings between possible worlds or states of affairs, is presented. We begin with an extant weak theory of default con...
James P. Delgrande