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AI
2005
Springer
14 years 1 months ago
Comparing Dimension Reduction Techniques for Document Clustering
In this research, a systematic study is conducted of four dimension reduction techniques for the text clustering problem, using five benchmark data sets. Of the four methods -- Ind...
Bin Tang, Michael A. Shepherd, Malcolm I. Heywood,...
AI
2005
Springer
14 years 1 months ago
A Novel Use of VXML to Construct a Speech Browser for a Public-Domain SpeechWeb
Despite the fact that interpreters for the voice-application markup language VXML have been available for around five years, there is very little evidence of the emergence of a pub...
Li Su, Richard A. Frost
AI
2005
Springer
14 years 1 months ago
Probability and Equality: A Probabilistic Model of Identity Uncertainty
Identity uncertainty is the task of deciding whether two descriptions correspond to the same object. In this paper we discuss the identity uncertainty problem in the context of the...
Rita Sharma, David Poole
AI
2005
Springer
14 years 1 months ago
Real-Time Decision Making for Large POMDPs
Abstract. In this paper, we introduce an approach called RTBSS (RealTime Belief Space Search) for real-time decision making in large POMDPs. The approach is based on a look-ahead s...
Sébastien Paquet, Ludovic Tobin, Brahim Cha...
AI
2005
Springer
14 years 1 months ago
Multiagent Systems Viewed as Distributed Scheduling Systems: Methodology and Experiments
In this article, we present a design technique that facilitates the work of extracting and defining the tasks scheduling problem for a multiagent system. We also compare a central...
Sébastien Paquet, Nicolas Bernier, Brahim C...
AI
2005
Springer
14 years 1 months ago
A Supervised Learning Approach to Acronym Identification
This paper addresses the task of finding acronym-definition pairs in text. Most of the previous work on the topic is about systems that involve manually generated rules or regular ...
David Nadeau, Peter D. Turney
AI
2005
Springer
14 years 1 months ago
SWAMI: Searching the Web Using Agents with Mobility and Intelligence
The rapid growth of the World Wide Web has complicated the process of web browsing by providing an overwhelming wealth of choices for the end user. To alleviate this burden, intell...
Mark Kilfoil, Ali A. Ghorbani