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Artificial Intelligence: Theories and Applications

7th Hellenic Conference on AI, SETN 2012, Lamia, Greece, May 28-31, 2012. Proceedings

  • Ilias Maglogiannis
  • Vassilis Plagianakos
  • Ioannis Vlahavas
Conference proceedings SETN 2012

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7297)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 7297)

Table of contents

  1. Front Matter
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  2. SETN 2012 Main Conference

    1. Application of the Ant Colony Optimization Algorithm to Competitive Viral Marketing
      Wan-Shiou Yang, Shi-Xin Weng
      Pages 1-8
    2. Constraint Propagation as the Core of Local Search
      Nikolaos Pothitos, George Kastrinis, Panagiotis Stamatopoulos
      Pages 9-16
    3. Semantic Query Answering in Digital Libraries
      Ilianna Kollia, Kostas Rapantzikos, Giorgos Stamou, Andreas Stafylopatis
      Pages 17-24
    4. A SOM-Based Validation Approach to a Neural Circuit Theory of Autism
      Spyridon Revithis, Georgios Tagalakis
      Pages 25-32
    5. Word Sense Disambiguation as an Integer Linear Programming Problem
      Vicky Panagiotopoulou, Iraklis Varlamis, Ion Androutsopoulos, George Tsatsaronis
      Pages 33-40
    6. Parallelism, Localization and Chain Gradient Tuning Combinations for Fast Scalable Probabilistic Neural Networks in Data Mining Applications
      Yiannis Kokkinos, Konstantinos Margaritis
      Pages 41-48
    7. SWRL2COOL: Object-Oriented Transformation of SWRL in the CLIPS Production Rule Engine
      Emmanouil Rigas, Georgios Meditskos, Nick Bassiliades
      Pages 49-56
    8. Forecasting Fraudulent Financial Statements with Committee of Cost-Sensitive Decision Tree Classifiers
      Elias Zouboulidis, Sotiris Kotsiantis
      Pages 57-64
    9. Forecasting Corporate Bankruptcy with an Ensemble of Classifiers
      Despina Deligianni, Sotiris Kotsiantis
      Pages 65-72
    10. Greedy Unsupervised Multiple Kernel Learning
      Grigorios Tzortzis, Aristidis Likas
      Pages 73-80
    11. An AZP-ACO Method for Region-Building
      Angelos Mimis, Antonis Rovolis, Marianthi Stamou
      Pages 81-89
    12. Exploiting Quadratic Mutual Information for Discriminant Analysis
      Vasileios Gavriilidis, Anastasios Tefas
      Pages 90-97
    13. Emerge-Sort: Swarm Intelligence Sorting
      Dimitris Kalles, Vassiliki Mperoukli, Andreas Papandreadis
      Pages 98-105
    14. iThink: A Library for Classical Planning in Video-Games
      Vassileios-Marios Anastassiou, Panagiotis Diamantopoulos, Stavros Vassos, Manolis Koubarakis
      Pages 106-113
    15. Detecting Human Features in Summaries – Symbol Sequence Statistical Regularity
      George Giannakopoulos, Vangelis Karkaletsis, George A. Vouros
      Pages 114-123
    16. Learning from Mixture of Experimental Data: A Constraint–Based Approach
      Vincenzo Lagani, Ioannis Tsamardinos, Sofia Triantafillou
      Pages 124-131
    17. Information Sharing and Searching via Collaborative Reinforcement Learning
      George A. Vouros
      Pages 132-140
    18. Distributed Instance Retrieval in \(E^{DDL} _{HQ^+}\)\(\mathcal{SHIQ}\) Representation Framework
      George M. Santipantakis, George A. Vouros
      Pages 141-148
    19. Evolutionary Optimization of a Neural Network Controller for Car Racing Simulation
      Damianos Galanopoulos, Christos Athanasiadis, Anastasios Tefas
      Pages 149-156
    20. Bagged Nonlinear Hebbian Learning Algorithm for Fuzzy Cognitive Maps Working on Classification Tasks
      Elpiniki I. Papageorgiou, Panagiotis Oikonomou, Arthi Kannappan
      Pages 157-164
    21. Credit Rating Using a Hybrid Voting Ensemble
      Elias Kamos, Foteini Matthaiou, Sotiris Kotsiantis
      Pages 165-173
    22. Extending Generalized Arc Consistency
      Anastasia Paparrizou, Kostas Stergiou
      Pages 174-181
    23. An Online Kernel-Based Clustering Approach for Value Function Approximation
      Nikolaos Tziortziotis, Konstantinos Blekas
      Pages 182-189
    24. Acoustic Bird Activity Detection on Real-Field Data
      Todor Ganchev, Iosif Mporas, Olaf Jahn, Klaus Riede, Karl-L. Schuchmann, Nikos Fakotakis
      Pages 190-197
    25. Parameter Tuning of Hybrid Nature-Inspired Intelligent Metaheuristics for Solving Financial Portfolio Optimization Problems
      Vassilios Vassiliadis, Georgios Dounias, Alexandros Tzanetos
      Pages 198-205
    26. An Intelligent Tool for Anatomical Object Segmentation Using Deformable Surfaces
      Konstantinos K. Delibasis, Argiris Christodoulidis, Ilias Maglogiannis
      Pages 206-213
    27. Tracking Differential Evolution Algorithms: An Adaptive Approach through Multinomial Distribution Tracking with Exponential Forgetting
      Michael G. Epitropakis, Dimirtis K. Tasoulis, Nicos G. Pavlidis, Vassilis P. Plagianakos, Michael N. Vrahatis
      Pages 214-222
    28. Clustering of High Dimensional Data Streams
      Sotiris K. Tasoulis, Dimirtis K. Tasoulis, Vassilis P. Plagianakos
      Pages 223-230

  3. Special Session: Advancing Translational Biological Research through the Incorporation of Artificial Intelligence Methodologies

    1. Multifactor Dimensionality Reduction for the Analysis of Obesity in a Nutrigenetics Context
      Katerina Karayianni, Ioannis Valavanis, Keith Grimaldi, Konstantina Nikita
      Pages 231-238
    2. Coupling Regulatory Networks and Microarays: Revealing Molecular Regulations of Breast Cancer Treatment Responses
      Lefteris Koumakis, Vassilis Moustakis, Michalis Zervakis, Dimitris Kafetzopoulos, George Potamias
      Pages 239-246
    3. A Galaxy Workflow for the Functional Annotation of Metagenomic Samples
      Eleftherios Pilalis, Eythymios Ladoukakis, Fragiskos N. Kolisis, Aristotelis Chatziioannou
      Pages 247-253
    4. Bioinformatic Analysis of Expression Data of ApoE Deficient Mice
      Olga Papadodima, Allan Sirsjo, Aristotelis Chatziioanou
      Pages 254-261
    5. Gene Ontology Semi-supervised Possibilistic Clustering of Gene Expression Data
      Ioannis A. Maraziotis, George Dimitrakopoulos, Anastasios Bezerianos
      Pages 262-269

  4. Special Session: Artificial Intelligence in Bioinformatics

    1. Towards Better Prioritization of Epigenetically Modified DNA Regions
      Ernesto Iacucci, Dusan Popovic, Georgios A. Pavlopoulos, Léon-Charles Tranchevent, Marijke Bauters, Bart De Moor et al.
      Pages 270-277
    2. Mining Cell Cycle Literature Using Support Vector Machines
      Theodoros G. Soldatos, Georgios A. Pavlopoulos
      Pages 278-284
    3. CW-PRED: A HMM-Based Method for the Classification of Cell Wall-Anchored Proteins of Gram-Positive Bacteria
      Danai K. Fimereli, Konstantinos D. Tsirigos, Zoi I. Litou, Theodore D. Liakopoulos, Pantelis G. Bagos, Stavros J. Hamodrakas
      Pages 285-290
    4. Predicting Human miRNA Target Genes Using a Novel Evolutionary Methodology
      Korfiati Aigli, Kleftogiannis Dimitris, Theofilatos Konstantinos, Likothanassis Spiros, Tsakalidis Athanasios, Mavroudi Seferina
      Pages 291-298

  5. Special Session: Intelligent Annotation of Digital Content

    1. Ontology-Based Automatic Image Annotation Exploiting Generalized Qualitative Spatial Semantics
      Christos V. Smailis, Dimitris K. Iakovidis
      Pages 299-306
    2. Image Interpretation by Combining Ontologies and Bayesian Networks
      Spiros Nikolopoulos, Georgios Th. Papadopoulos, Ioannis Kompatsiaris, Ioannis Patras
      Pages 307-314
    3. Advanced Cancer Cell Characterization and Quantification of Microscopy Images
      Theodosios Goudas, Ilias Maglogiannis
      Pages 315-322

  6. Special Session: Intelligent, Affective, and Natural Interfaces

    1. An Adaptive Dialogue System with Online Dialogue Policy Learning
      Alexandros Papangelis, Nikolaos Kouroupas, Vangelis Karkaletsis, Fillia Makedon
      Pages 323-330
    2. Affective, Natural Interaction Using EEG: Sensors, Application and Future Directions
      Charline Hondrou, George Caridakis
      Pages 331-338
    3. Affective Computing on Elderly Physical and Cognitive Training within Live Social Networks
      Evdokimos I. Konstantinidis, Antonis Billis, Eirini Grigoriadou, Stathis Sidiropoulos, Stavroula Fasnaki, Panagiotis D. Bamidis
      Pages 339-344

  7. Special Session: Unified Multimedia Knowledge Representation and Processing

    1. Semantic Video Abstracting: Automatic Generation of Movie Trailers Based on Video Patterns
      Till von Wenzlawowicz, Otthein Herzog
      Pages 345-352
    2. Learning to Case-Tag Modern Greek Text
      Antonis Koursoumis, Evangelia Gkatzou, Antigoni M. Founta, Vassiliki I. Mavriki, Karolos Talvis, Spyros Mprilis et al.
      Pages 353-360
    3. Understanding How Visual Context Influences Multimedia Content Analysis Problems
      Phivos Mylonas
      Pages 361-368
    4. Block Operator Context Scanning for Commercial Tracking
      Ioannis Giannoukos, Vassilis Vrachnakis, Christos-Nikolaos Anagnostopoulos, Ioannis Anagnostopoulos, Vassili Loumos
      Pages 369-374
    5. Identifying Conceptual Layers in the Ontology Development Process
      Manolis Wallace, Panos Alexopoulos, Phivos Mylonas
      Pages 375-382
  8. Back Matter
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About these proceedings

Introduction

This book constitutes the proceedings of the 7th Hellenic Conference on Artificial Intelligence, SETN 2012, held in Lamia, Greece, in May 2012.
The 47 contributions included in this volume were carefully reviewed and selected from 81 submissions. They deal with emergent topics of artificial intelligence and come from the SETN main conference as well as from the following special sessions on advancing translational biological research through the incorporation of artificial intelligence methodologies; artificial intelligence in bioinformatics; intelligent annotation of digital content; intelligent, affective, and natural interfaces; and unified multimedia knowledge representation and processing.

Keywords

ant colony optimization constrained clustering genetic algorithms supervised learning video matching

Editors and affiliations

  • Ilias Maglogiannis
    • 1
  • Vassilis Plagianakos
    • 2
  • Ioannis Vlahavas
    • 3
  1. 1.Department of Computer Science and Biomedical InformaticsUniversity of Central GreeceLamiaGreece
  2. 2.Department of Computer Science and Biomedical InformaticsUniversity of Central GreeceLamiaGreece
  3. 3.Department of InformaticsAristotle University of ThessalonikiThessalonikiGreece

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-30448-4
  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-30447-7
  • Online ISBN 978-3-642-30448-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site