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Advances in artificial intelligence : 18th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2005, Victoria, Canada, May 9-11, 2005 : proceedings /
Balázs Kégl, Guy Lapalme (eds.).
Berlin : Springer, c2005.
xv, 458 p. : ill. ; 24 cm.
A Look Inside
Main Description
This book constitutes the refereed proceedings of the 18th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2005, held in Victoria, Canada in May 2005. The revised full papers and 19 revised short papers presented were carefully reviewed and selected from 135 submission. The papers are organized in topical sections on agents, constraint satisfaction and search, data mining, knowledge representation and reasoning, machine learning, natural language processing, and reinforcement learning.
Table of Contents
Dynamic maps in Monte Carlo localizationp. 1
Handling over-constrained problems in distributed multi-agent systemsp. 13
Performance evaluation of an agent based distributed data mining systemp. 25
Adjusting the autonomy of collections of agents in multiagent systemsp. 33
ARES 2 : a tool for evaluating cooperative and competitive multi-agent systemsp. 38
Multiagent systems viewed as distributed scheduling systems : methodology and experimentsp. 43
Planning for a mobile robot to attend a conferencep. 48
A decision theoretic meta-reasoner for constraint optimizationp. 53
Heuristic search applied to abstract combat gamesp. 66
Modelling an academic curriculum plan as a mixed-initiative constraint satisfaction problemp. 79
SWAMI : searching the Web using agents with mobility and intelligencep. 91
Queuing local solutions in distributed constraint satisfaction systemsp. 103
A Bayesian model to smooth telepointer jitterp. 108
A comparative study of two density-based spatial clustering algorithms for very large datasetsp. 120
A Markov model for inventory level optimization in supply-chain managementp. 133
Analysis and classification of strategies in electronic negotiationsp. 145
Fast protein superfamily classification using principal component null space analysisp. 158
First steps towards incremental diagnosis of discrete-event systemsp. 170
Integrating Web content clustering into Web log association rule miningp. 182
Privacy compliance enforcement in Emailp. 194
Towards an ontology-based spatial clustering frameworkp. 205
Moving target prediction using evolutionary algorithmsp. 217
Multi class adult image classification using neural networksp. 222
Probability and equality : a probabilistic model of identity uncertaintyp. 227
A logic of inductive implication or artificial intelligence meets philosophy of science IIp. 232
Knowledge distribution in large organizations using defeasible logic programmingp. 244
On the role of the Markov condition in causal reasoningp. 257
Impact of feature extraction on the performance of a classifier : kNN, naive bayes and C4.5p. 268
Instance cloning local naive Bayesp. 280
Comparing dimension reduction techniques for document clusteringp. 292
Incorporating evidence in Bayesian networks with the select operatorp. 297
Quick spatial outliers detecting with random samplingp. 302
A document browsing tool : using lexical classes to convey informationp. 307
A supervised learning approach to acronym identificationp. 319
Adjectives : a uniform semantic approachp. 330
Automatic acquisition of gender information for anaphora resolutionp. 342
Automatic identification of parallel documents with light or without linguistic resourcesp. 354
Inductive improvement of part-of-speech tagging and its effect on a terminology of molecular biologyp. 366
Vocabulary completion through word cooccurrence analysis using unlabeled documents for text categorizationp. 377
Voting between multiple data representations for text chunkingp. 389
A novel use of VXML to construct a speech browser for a public-domain SpeechWebp. 401
Arabic speech synthesis using a concatenation of polyphones : the resultsp. 406
English to Chinese translation of prepositionsp. 412
Generating adaptive multimedia presentations based on a semiotic frameworkp. 417
Producing headline summaries for newspaper articlesp. 422
Regularized classifiers for information retrievalp. 427
Rethinking language models within the framework of dynamic bayesian networksp. 432
Error bounds in reinforcement learning policy evaluationp. 438
Real-time decision making for large POMDPsp. 450
Table of Contents provided by Blackwell. All Rights Reserved.

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