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Advances in artificial intelligence : 4th Helenic [i.e. Hellenic] Conference on AI, SETN 2006, Heraklion, Crete, Greece, May 18-20, 2006 : proceedings /
Grigoris Antoniou ... [et al.] (eds.).
imprint
Berlin ; New York : Springer, c2006.
description
xvii, 611 p. : ill. ; 24 cm.
ISBN
354034117X (pbk.)
format(s)
Book
A Look Inside
Summaries
Bowker Data Service Summary
Constituting the refereed proceedings of the 4th Hellenic Conference on Artificial Intelligence, SETN 2006, held at Heraklion, Crete, Greece in May 2006, this text addresses various areas of artificial intelligence, such as logic programming, knowledge-based systems, intelligent information and others.
Main Description
This book constitutes the refereed proceedings of the 4th Hellenic Conference on Artificial Intelligence, SETN 2006, held at Heraklion, Crete, Greece in May 2006. The 43 revised full papers and extended abstracts of 34 revised short papers presented together with 2 invited contributions address many areas of artificial intelligence; particular fields of interest include: logic programming, knowledge-based systems, intelligent information retrieval, machine learning, neural nets, genetic algorithms, and more.
Main Description
This book constitutes the refereed proceedings of the 4th Hellenic Conference on Artificial Intelligence, SETN 2006, held at Heraklion, Crete, Greece in May 2006. The 43 revised full papers and extended abstracts of 34 revised short papers presented together with 2 invited contributions were carefully reviewed and selected from 125 submissions. The papers address any area of artificial intelligence; particular fields of interest include: logic programming, knowledge-based systems, intelligent information retrieval, machine learning, neural nets, genetic algorithms, data mining and knowledge discovery, hybrid intelligent systems and methods, intelligent agents, multi-agent systems, intelligent distributed systems, intelligent/natural interactivity, intelligent virtual environments, planning, scheduling, and robotics.
Table of Contents
Planning with stochastic petri-nets and neural netsp. 1
Data mining using fractals and power lawsp. 2
Voice activity detection using generalized gamma distributionp. 3
A framework for uniform development of intelligent virtual agentsp. 13
A mixture model based Markov random field for discovering patterns in sequencesp. 25
An efficient hardware implementation for AI applicationsp. 35
Handling knowledge-based decision making issues in collaborative settings : an integrated approachp. 46
Market clearing price forecasting in deregulated electricity markets using adaptively trained neural networksp. 56
Adaptive-partitioning-based stochastic optimization algorithm and its application to fuzzy control designp. 67
Fuzzy granulation-based cascade fuzzy neural networks optimized by GA-RSLp. 77
Using self-similarity matrices for structure mining on news videop. 87
Spam detection using character N-gramsp. 95
Improved wind power forecasting using a combined neuro-fuzzy and artificial neural network modelp. 105
A long-term profit seeking strategy for continuous double auctions in a trading agent competitionp. 116
A robust agent design for dynamic SCM environmentsp. 127
A novel updating scheme for probabilistic latent semantic indexingp. 137
Local additive regression of decision stumpsp. 148
Mining time series with mine timep. 158
Behaviour flexibility in dynamic and unpredictable environments : the ICagent approachp. 169
Investigation of decision trees (DTs) parameters for power system voltage stability enhancementp. 181
An improved hybrid genetic clustering algorithmp. 192
A Greek named-entity recognizer that uses support vector machines and active learningp. 203
Intelligent segmentation and classification of pigmented skin lesions in dermatological imagesp. 214
Modelling robotic cognitive mechanisms by hierarchical cooperative CoEvolutionp. 224
Bayesian feature constructionp. 235
Musical instrument recognition and classification using time encoded signal processing and fast artificial neural networksp. 246
O-DEVICE : an object-oriented knowledge base system for OWL ontologiesp. 256
Abduction for extending incomplete information sourcesp. 267
Post supervised based learning of feature weight valuesp. 279
Recognition of Greek phonemes using support vector machinesp. 290
Ensemble pruning using reinforcement learningp. 301
Mining bilingual lexical equivalences out of parallel corporap. 311
Feed-forward neural networks using hermite polynomial activation functionsp. 323
A distributed branch-and-bound algorithm for computing optimal coalition structuresp. 334
Pattern matching-based system for machine translation (MT)p. 345
Bayesian metanetwork for context-sensitive feature relevancep. 356
Prediction of translation initiation sites using classifier selectionp. 367
Improving neural network based option price forecastingp. 378
Large scale multikernel RVM for object detectionp. 389
Extraction of salient contours in color imagesp. 400
Dynamic security assessment and load shedding schemes using self organized maps and decision treesp. 411
Towards automatic synthesis of educational resources through automated planningp. 421
Towards capturing and enhancing entertainment in computer gamesp. 432
Employing Fujisaki's intonation model parameters for emotion recognitionp. 443
Detection of vocal fold paralysis and edema using linear discriminant classifiersp. 454
An artificial neural network for the selection of winding material in power transformersp. 465
Biomedical literature mining for text classification and construction of gene networksp. 469
Towards representational autonomy of agents in artificial environmentsp. 474
Combining credibility in a source sensitive argumentation systemp. 478
An environment for constructing and exploring visual models of logic propositions by young studentsp. 482
Bridging ontology evolution and belief changep. 486
A holistic methodology for keyword search in historical typewritten documentsp. 490
Color features for image fingerprintingp. 494
Neural recognition and genetic features selection for robust detection of E-mail spamp. 498
Violence content classification using audio featuresp. 502
An analysis of linear weight updating algorithms for text classificationp. 508
On small data sets revealing big differencesp. 512
A significance-based graph model for clustering Web documentsp. 516
Supporting clinico-genomic knowledge discovery : a multi-strategy data mining processp. 520
SHARE-ODS : an ontology data service for search and rescue operationsp. 525
Graphical representation of defeasible logic rules using digraphsp. 529
An efficient peer to peer image retrieval technique using content addressable networksp. 534
Predicting fraudulent financial statements with machine learning techniquesp. 538
Discrimination of benign from malignant breast lesions using statistical classifiersp. 543
Comparison of data fusion techniques for robot navigationp. 547
On improving mobile robot motion controlp. 551
Consistency of the matching predicatep. 555
Intrusion detection using emergent self-organizing mapsp. 559
Mapping fundamental business process modelling language to OWL-Sp. 563
Modeling perceived value of color in Web sitesp. 567
Introducing interval analysis in fuzzy cognitive map frameworkp. 571
Discovering ontologies for e-Learning platformsp. 576
Exploiting group thinking in organization-oriented programmingp. 580
Multimodal continuous recognition system for Greek sign language using various grammarsp. 584
An alternative suggestion for vision-language integration in intelligent agentsp. 588
Specification of reconfigurable MAS : a hybrid formal approachp. 592
An intelligent statistical arbitrage trading systemp. 596
Revising faceted taxonomies and CTCA expressionsp. 600
Neighboring feature clusteringp. 605
Table of Contents provided by Blackwell. All Rights Reserved.

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