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Advances in Artificial Intelligence

4th Helenic Conference on AI, SETN 2006, Heraklion, Crete, Greece, May 18-20, 2006. Proceedings

  • Grigoris Antoniou
  • George Potamias
  • Costas Spyropoulos
  • Dimitris Plexousakis
Conference proceedings SETN 2006

Part of the Lecture Notes in Computer Science book series (LNCS, volume 3955)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 3955)

Table of contents

  1. Front Matter
    PDF

  2. Invited Talks

    1. Planning with Stochastic Petri-Nets and Neural Nets
      Nikolaos Bourbakis
      Pages 1-1
      PDF
    2. Data Mining Using Fractals and Power Laws
      Christos Faloutsos
      Pages 2-2
      PDF

  3. Full Papers

    1. Voice Activity Detection Using Generalized Gamma Distribution
      George Almpanidis, Constantine Kotropoulos
      Pages 3-12
    2. A Framework for Uniform Development of Intelligent Virtual Agents
      George Anastassakis, Themis Panayiotopoulos
      Pages 13-24
    3. A Mixture Model Based Markov Random Field for Discovering Patterns in Sequences
      Konstantinos Blekas
      Pages 25-34
    4. An Efficient Hardware Implementation for AI Applications
      Alexandros Dimopoulos, Christos Pavlatos, Ioannis Panagopoulos, George Papakonstantinou
      Pages 35-45
    5. Handling Knowledge-Based Decision Making Issues in Collaborative Settings: An Integrated Approach
      Christina E. Evangelou, Nikos Karacapilidis
      Pages 46-55
    6. Market Clearing Price Forecasting in Deregulated Electricity Markets Using Adaptively Trained Neural Networks
      Pavlos S. Georgilakis
      Pages 56-66
    7. Adaptive-Partitioning-Based Stochastic Optimization Algorithm and Its Application to Fuzzy Control Design
      Chang-Wook Han, Jung-Il Park
      Pages 67-76
    8. Fuzzy Granulation-Based Cascade Fuzzy Neural Networks Optimized by GA-RSL
      Chang-Wook Han, Jung-Il Park
      Pages 77-86
    9. Using Self-similarity Matrices for Structure Mining on News Video
      Arne Jacobs
      Pages 87-94
    10. Spam Detection Using Character N-Grams
      Ioannis Kanaris, Konstantinos Kanaris, Efstathios Stamatatos
      Pages 95-104
    11. Improved Wind Power Forecasting Using a Combined Neuro-fuzzy and Artificial Neural Network Model
      Yiannis A. Katsigiannis, Antonis G. Tsikalakis, Pavlos S. Georgilakis, Nikos D. Hatziargyriou
      Pages 105-115
    12. A Long-Term Profit Seeking Strategy for Continuous Double Auctions in a Trading Agent Competition
      Dionisis Kehagias, Panos Toulis, Pericles Mitkas
      Pages 116-126
    13. A Robust Agent Design for Dynamic SCM Environments
      Ioannis Kontogounis, Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis, Pericles A. Mitkas
      Pages 127-136
    14. A Novel Updating Scheme for Probabilistic Latent Semantic Indexing
      Constantine Kotropoulos, Athanasios Papaioannou
      Pages 137-147
    15. Local Additive Regression of Decision Stumps
      Sotiris B. Kotsiantis, Dimitris Kanellopoulos, Panayiotis E. Pintelas
      Pages 148-157
    16. Mining Time Series with Mine Time
      Lefteris Koumakis, Vassilis Moustakis, Alexandros Kanterakis, George Potamias
      Pages 158-168
    17. Behaviour Flexibility in Dynamic and Unpredictable Environments: The ICagent Approach
      Vangelis Kourakos-Mavromichalis, George Vouros
      Pages 169-180
    18. Investigation of Decision Trees (DTs) Parameters for Power System Voltage Stability Enhancement
      Eirini A. Leonidaki, Nikos D. Hatziargyriou
      Pages 181-191
    19. An Improved Hybrid Genetic Clustering Algorithm
      Yongguo Liu, Jun Peng, Kefei Chen, Yi Zhang
      Pages 192-202
    20. A Greek Named-Entity Recognizer That Uses Support Vector Machines and Active Learning
      Georgios Lucarelli, Ion Androutsopoulos
      Pages 203-213
    21. Intelligent Segmentation and Classification of Pigmented Skin Lesions in Dermatological Images
      Ilias Maglogiannis, Elias Zafiropoulos, Christos Kyranoudis
      Pages 214-223
    22. Modelling Robotic Cognitive Mechanisms by Hierarchical Cooperative CoEvolution
      Michail Maniadakis, Panos Trahanias
      Pages 224-234
    23. Bayesian Feature Construction
      Manolis Maragoudakis, Nikos Fakotakis
      Pages 235-245
    24. Musical Instrument Recognition and Classification Using Time Encoded Signal Processing and Fast Artificial Neural Networks
      Giorgos Mazarakis, Panagiotis Tzevelekos, Georgios Kouroupetroglou
      Pages 246-255
    25. O-DEVICE: An Object-Oriented Knowledge Base System for OWL Ontologies
      Georgios Meditskos, Nick Bassiliades
      Pages 256-266
    26. Abduction for Extending Incomplete Information Sources
      Carlo Meghini, Yannis Tzitzikas, Nicolas Spyratos
      Pages 267-278
    27. Post Supervised Based Learning of Feature Weight Values
      Vassilis S. Moustakis
      Pages 279-289
    28. Recognition of Greek Phonemes Using Support Vector Machines
      Iosif Mporas, Todor Ganchev, Panagiotis Zervas, Nikos Fakotakis
      Pages 290-300
    29. Ensemble Pruning Using Reinforcement Learning
      Ioannis Partalas, Grigorios Tsoumakas, Ioannis Katakis, Ioannis Vlahavas
      Pages 301-310
    30. Mining Bilingual Lexical Equivalences Out of Parallel Corpora
      Stelios Piperidis, Ioannis Harlas
      Pages 311-322
    31. Feed-Forward Neural Networks Using Hermite Polynomial Activation Functions
      Gerasimos G. Rigatos, Spyros G. Tzafestas
      Pages 323-333
    32. A Distributed Branch-and-Bound Algorithm for Computing Optimal Coalition Structures
      Chattrakul Sombattheera, Aditya Ghose
      Pages 334-344
    33. Pattern Matching-Based System for Machine Translation (MT)
      George Tambouratzis, Sokratis Sofianopoulos, Vassiliki Spilioti, Marina Vassiliou, Olga Yannoutsou, Stella Markantonatou
      Pages 345-355
    34. Bayesian Metanetwork for Context-Sensitive Feature Relevance
      Vagan Terziyan
      Pages 356-366
    35. Prediction of Translation Initiation Sites Using Classifier Selection
      George Tzanis, Ioannis Vlahavas
      Pages 367-377
    36. Improving Neural Network Based Option Price Forecasting
      Vasilios S. Tzastoudis, Nikos S. Thomaidis, George D. Dounias
      Pages 378-388
    37. Large Scale Multikernel RVM for Object Detection
      Dimitris Tzikas, Aristidis Likas, Nikolas Galatsanos
      Pages 389-399
    38. Extraction of Salient Contours in Color Images
      Vassilios Vonikakis, Ioannis Andreadis, Antonios Gasteratos
      Pages 400-410
    39. Dynamic Security Assessment and Load Shedding Schemes Using Self Organized Maps and Decision Trees
      Emmanouil M. Voumvoulakis, Nikolaos D. Hatziargyriou
      Pages 411-420
    40. Towards Automatic Synthesis of Educational Resources Through Automated Planning
      Dimitris Vrakas, Fotis Kokkoras, Nick Bassiliades, Ioannis Vlahavas
      Pages 421-431
    41. Towards Capturing and Enhancing Entertainment in Computer Games
      Georgios N. Yannakakis, John Hallam
      Pages 432-442
    42. Employing Fujisaki’s Intonation Model Parameters for Emotion Recognition
      Panagiotis Zervas, Iosif Mporas, Nikos Fakotakis, George Kokkinakis
      Pages 443-453
    43. Detection of Vocal Fold Paralysis and Edema Using Linear Discriminant Classifiers
      Euthymius Ziogas, Constantine Kotropoulos
      Pages 454-464

  4. Short Papers

    1. An Artificial Neural Network for the Selection of Winding Material in Power Transformers
      Eleftherios I. Amoiralis, Pavlos S. Georgilakis, Alkiviadis T. Gioulekas
      Pages 465-468
    2. Biomedical Literature Mining for Text Classification and Construction of Gene Networks
      Despoina Antonakaki, Alexandros Kanterakis, George Potamias
      Pages 469-473
    3. Towards Representational Autonomy of Agents in Artificial Environments
      Argyris Arnellos, Spyros Vosinakis, Thomas Spyrou, John Darzentas
      Pages 474-477
    4. Combining Credibility in a Source Sensitive Argumentation System
      Chee Fon Chang, Peter Harvey, Aditya Ghose
      Pages 478-481

About these proceedings

Keywords

Multi-agent system Virtual Environments algorithms artificial intelligence data mining distributed systems genetic algorithm knowledge knowledge discovery knowledge-based system learning machine learning programming robot robotics

Editors and affiliations

  • Grigoris Antoniou
    • 1
  • George Potamias
    • 2
  • Costas Spyropoulos
    • 3
  • Dimitris Plexousakis
    • 4
  1. 1.Computer Science Department of University of CreteGreece
  2. 2.Institute of Computer ScienceFoundation for Research & Technology – Hellas (FORTH)HeraklionGreece
  3. 3.Institute of Informatics and TelecommunicationsNCSR "Demokritos"Paraskevi AttikisGreece
  4. 4.Institute of Computer ScienceFO.R.T.H.HeraklionGreece

Bibliographic information

  • DOI https://doi.org/10.1007/11752912
  • Copyright Information Springer-Verlag Berlin Heidelberg 2006
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-34117-8
  • Online ISBN 978-3-540-34118-5
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site