Advances in Artificial Intelligence: 4th Helenic Conference on AI, SETN 2006, Heraklion, Crete, Greece, May 18-20, 2006, Proceedings

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Grigoris Antoniou, George Potamias, Costas Spyropoulos, Dimitris Plexousakis
Springer Science & Business Media, May 11, 2006 - Computers - 611 pages
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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.

 

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Contents

Planning with Stochastic PetriNets and Neural Nets
1
Data Mining Using Fractals and Power Laws
2
Voice Activity Detection Using Generalized Gamma Distribution
3
A Framework for Uniform Development of Intelligent Virtual Agents
13
A Mixture Model Based Markov Random Field for Discovering Patterns in Sequences
25
An Efficient Hardware Implementation for AI Applications
35
Handling KnowledgeBased Decision Making Issues in Collaborative Settings An Integrated Approach
46
Market Clearing Price Forecasting in Deregulated Electricity Markets Using Adaptively Trained Neural Networks
56
Extraction of Salient Contours in Color Images
400
Dynamic Security Assessment and Load Shedding Schemes Using Self Organized Maps and Decision Trees
411
Towards Automatic Synthesis of Educational Resources Through Automated Planning
421
Employing Fujisakis Intonation Model Parameters for Emotion Recognition
443
Detection of Vocal Fold Paralysis and Edema Using Linear Discriminant Classifiers
454
An Artificial Neural Network for the Selection of Winding Material in Power Transformers
465
Towards Representational Autonomy of Agents in Artificial Environments
474
An Environment for Constructing and Exploring Visual Models of Logic Propositions by Young Students
482

AdaptivePartitioningBased Stochastic Optimization Algorithm and Its Application to Fuzzy Control Design
67
Fuzzy GranulationBased Cascade Fuzzy Neural Networks Optimized by GARSL
77
Using Selfsimilarity Matrices for Structure Mining on News Video
87
Spam Detection Using Character NGrams
95
Improved Wind Power Forecasting Using a Combined Neurofuzzy and Artificial Neural Network Model
105
A LongTerm Profit Seeking Strategy for Continuous Double Auctions in a Trading Agent Competition
116
A Robust Agent Design for Dynamic SCM Environments
127
A Novel Updating Scheme for Probabilistic Latent Semantic Indexing
137
Local Additive Regression of Decision Stumps
148
Mining Time Series with Mine Time
158
The ICAGENT Approach
169
Investigation of Decision Trees DTs Parameters for Power System Voltage Stability Enhancement
181
An Improved Hybrid Genetic Clustering Algorithm
192
A Greek NamedEntity Recognizer That Uses Support Vector Machines and Active Learning
203
Intelligent Segmentation and Classification of Pigmented Skin Lesions in Dermatological Images
214
Modelling Robotic Cognitive Mechanisms by Hierarchical Cooperative CoEvolution
224
Bayesian Feature Construction
235
Musical Instrument Recognition and Classification Using Time Encoded Signal Processing and Fast Artificial Neural Networks
246
An ObjectOriented Knowledge Base System for OWL Ontologies
256
Abduction for Extending Incomplete Information Sources
267
Post Supervised Based Learning of Feature Weight Values
279
Recognition of Greek Phonemes Using Support Vector Machines
290
Ensemble Pruning Using Reinforcement Learning
301
Mining Bilingual Lexical Equivalences Out of Parallel Corpora
311
FeedForward Neural Networks Using Hermite Polynomial Activation Functions
323
A Distributed BranchandBound Algorithm for Computing Optimal Coalition Structures
334
Pattern MatchingBased System for Machine Translation MT
345
Bayesian Metanetwork for ContextSensitive Feature Relevance
356
Prediction of Translation Initiation Sites Using Classifier Selection
367
Improving Neural Network Based Option Price Forecasting
378
Large Scale Multikernel RVM for Object Detection
389
Bridging Ontology Evolution and Belief Change
486
A Holistic Methodology for Keyword Search in Historical Typewritten Documents
490
Color Features for Image Fingerprinting
494
Neural Recognition and Genetic Features Selection for Robust Detection of EMail Spam
498
Violence Content Classification Using Audio Features
502
An Analysis of Linear Weight Updating Algorithms for Text Classification
508
On Small Data Sets Revealing Big Differences
512
A SignificanceBased Graph Model for Clustering Web Documents
516
A Multistrategy Data Mining Process
520
An Ontology Data Service for Search and Rescue Operations
525
Graphical Representation of Defeasible Logic Rules Using Digraphs
529
An Efficient Peer to Peer Image Retrieval Technique Using Content Addressable Networks
534
Predicting Fraudulent Financial Statements with Machine Learning Techniques
538
Discrimination of Benign from Malignant Breast Lesions Using Statistical Classifiers
543
Comparison of Data Fusion Techniques for Robot
547
Consistency of the Matching Predicate
555
Intrusion Detection Using Emergent Selforganizing Maps
559
Mapping Fundamental Business Process Modelling Process to Owls
563
Modeling Perceived Value of Color in Web Sites
567
Introducing Interval Analysis in Fuzzy Cognitive Map
571
Discovering Ontologies for eLearning Platforms
576
Exploiting Group Thinking in OrganizationOriented Programming
580
Multimodal Continuous Recognition System for Greek Sign Language Using Various Grammars
584
An Alternative Suggestion for VisionLanguage Integration in Intelligent Agents
588
A Hybrid Formal Approach
592
An Intelligent Statistical Arbitrage Trading
596
Revising Faceted Taxonomies and CTCA Expressions
600
Neighboring Feature Clustering
605
Author Index
609
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