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AUSAI
2001
Springer
13 years 11 months ago
Further Pruning for Efficient Association Rule Discovery
The Apriori algorithm's frequent itemset approach has become the standard approach to discovering association rules. However, the computation requirements of the frequent item...
Songmao Zhang, Geoffrey I. Webb
AUSAI
2001
Springer
13 years 11 months ago
Fast Text Classification Using Sequential Sampling Processes
A central problem in information retrieval is the automated classification of text documents. While many existing methods achieve good levels of performance, they generally require...
Michael D. Lee
AUSAI
2001
Springer
13 years 11 months ago
A Memetic Pareto Evolutionary Approach to Artificial Neural Networks
Evolutionary Artificial Neural Networks (EANN) have been a focus of research in the areas of Evolutionary Algorithms (EA) and Artificial Neural Networks (ANN) for the last decade. ...
Hussein A. Abbass
AUSAI
2001
Springer
13 years 12 months ago
Simplifying the Development of Intelligent Agents
Michael Winikoff, Lin Padgham, James Harland
AUSAI
2001
Springer
13 years 12 months ago
Dialogue Modelling for a Conversational Agent
Peter Wallis, Helen Mitchard, Jyotsna Das, Damian ...
AUSAI
2001
Springer
13 years 12 months ago
Wrapping Boosters against Noise
Abstract. Wrappers have recently been used to obtain parameter optimizations for learning algorithms. In this paper we investigate the use of a wrapper for estimating the correct n...
Bernhard Pfahringer, Geoffrey Holmes, Gabi Schmidb...
AUSAI
2001
Springer
13 years 12 months ago
Actions Made Explicit in BDI
Abstract. The Belief, Desire, Intention (BDI) architecture is increasingly being used in a wide range of complex applications for agents. Many theories and models exist which suppo...
Vineet Padmanabhan, Guido Governatori, Abdul Satta...
AUSAI
2001
Springer
13 years 12 months ago
An Investigation of an Adaptive Poker Player
: Other work has shown that adaptive learning can be highly successful in developing programs which are able to play games at a level similar to human players and, in some cases, e...
Graham Kendall, Mark Willdig
AUSAI
2001
Springer
13 years 12 months ago
A Semiotic Model of Communication and Its Implications for the Digital City Development
This study attempts to find a theoretical basis for the development of digital cities. The ultimate function of a digital city is to support navigation in an environment. Navigatio...
Victor V. Kryssanov, Masayuki Okabe, Koh Kakusho, ...
AUSAI
2001
Springer
13 years 12 months ago
Generation of Facial Expressions from Emotion Using a Fuzzy Rule Based System
We propose a fuzzy rule-based system to map representations of the emotional state of an animated agent onto muscle contraction values for the appropriate facial expressions. Our i...
The Duy Bui, Dirk Heylen, Mannes Poel, Anton Nijho...