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ICDM
2005
IEEE
139views Data Mining» more  ICDM 2005»
15 years 9 months ago
Stability of Feature Selection Algorithms
With the proliferation of extremely high-dimensional data, feature selection algorithms have become indispensable components of the learning process. Strangely, despite extensive ...
Alexandros Kalousis, Julien Prados, Melanie Hilari...
113
Voted
ACSC
2002
IEEE
15 years 8 months ago
Representation and Reasoning for Goals in BDI Agents
A number of agent-oriented programming systems are based on a framework of beliefs, desires and intentions (BDI) and more explicitly on the BDI logic of Rao and Georgeff. In this ...
John Thangarajah, Lin Padgham, James Harland
232
Voted
SIGECOM
2000
ACM
155views ECommerce» more  SIGECOM 2000»
15 years 8 months ago
Competitive bundling of categorized information goods
We introduce an information bundling model that addresses two important but relatively unstudied issues in real markets for information goods: automated customization of content b...
Jeffrey O. Kephart, Scott A. Fay
109
Voted
IUI
1993
ACM
15 years 7 months ago
The price of flexibility
The goal of this paper is to model an agent who dislikes large choice sets because of the “cost of thinking” involved in choosing from them. We take as a primitive a preferenc...
David D. Woods
164
Voted

Publication
179views
15 years 7 months ago
AutoSelect: What You Want Is What You Get Real-Time Processing of Visual Attention and Affect
While objects of our focus of attention (“where we are looking at”) and accompanying affective responses to those objects is part of our daily experience, little research exis...
Nikolaus Bee, Helmut Prendinger, Arturo Nakasone, ...