SETN 2012 - LNAI 7297

Ilias Maglogiannis, Vassilis Plagianakos, and Ioannis Vlahavas (Eds.):

Artificial Intelligence: Theories and Applications

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

LNAI 7297

Ordering Information

BibTeX

Title Pages in PDF
Preface in PDF
Organization in PDF
Table of Contents in PDF

SETN 2012 Main Conference

Application of the Ant Colony Optimization Algorithm to Competitive Viral Marketing
Wan-Shiou Yang and Shi-Xin Weng
LNAI 7297, p. 1 ff.
Abstract | Full article in PDF | BibTeX

Constraint Propagation as the Core of Local Search
Nikolaos Pothitos, George Kastrinis, and Panagiotis Stamatopoulos
LNAI 7297, p. 9 ff.
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Semantic Query Answering in Digital Libraries
Ilianna Kollia, Kostas Rapantzikos, Giorgos Stamou, and Andreas Stafylopatis
LNAI 7297, p. 17 ff.
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A SOM-Based Validation Approach to a Neural Circuit Theory of Autism
Spyridon Revithis and Georgios Tagalakis
LNAI 7297, p. 25 ff.
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Word Sense Disambiguation as an Integer Linear Programming Problem
Vicky Panagiotopoulou, Iraklis Varlamis, Ion Androutsopoulos, and George Tsatsaronis
LNAI 7297, p. 33 ff.
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Parallelism, Localization and Chain Gradient Tuning Combinations for Fast Scalable Probabilistic Neural Networks in Data Mining Applications
Yiannis Kokkinos and Konstantinos Margaritis
LNAI 7297, p. 41 ff.
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SWRL2COOL: Object-Oriented Transformation of SWRL in the CLIPS Production Rule Engine
Emmanouil Rigas, Georgios Meditskos, and Nick Bassiliades
LNAI 7297, p. 49 ff.
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Forecasting Fraudulent Financial Statements with Committee of Cost-Sensitive Decision Tree Classifiers
Elias Zouboulidis and Sotiris Kotsiantis
LNAI 7297, p. 57 ff.
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Forecasting Corporate Bankruptcy with an Ensemble of Classifiers
Despina Deligianni and Sotiris Kotsiantis
LNAI 7297, p. 65 ff.
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Greedy Unsupervised Multiple Kernel Learning
Grigorios Tzortzis and Aristidis Likas
LNAI 7297, p. 73 ff.
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An AZP-ACO Method for Region-Building
Angelos Mimis, Antonis Rovolis, and Marianthi Stamou
LNAI 7297, p. 81 ff.
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Exploiting Quadratic Mutual Information for Discriminant Analysis
Vasileios Gavriilidis and Anastasios Tefas
LNAI 7297, p. 90 ff.
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Emerge-Sort: Swarm Intelligence Sorting
Dimitris Kalles, Vassiliki Mperoukli, and Andreas Papandreadis
LNAI 7297, p. 98 ff.
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iThink: A Library for Classical Planning in Video-Games
Vassileios-Marios Anastassiou, Panagiotis Diamantopoulos, Stavros Vassos, and Manolis Koubarakis
LNAI 7297, p. 106 ff.
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Detecting Human Features in Summaries – Symbol Sequence Statistical Regularity
George Giannakopoulos, Vangelis Karkaletsis, and George A. Vouros
LNAI 7297, p. 114 ff.
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Learning from Mixture of Experimental Data: A Constraint–Based Approach
Vincenzo Lagani, Ioannis Tsamardinos, and Sofia Triantafillou
LNAI 7297, p. 124 ff.
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Information Sharing and Searching via Collaborative Reinforcement Learning
George A. Vouros
LNAI 7297, p. 132 ff.
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Distributed Instance Retrieval in Representation Framework
George M. Santipantakis and George A. Vouros
LNAI 7297, p. 141 ff.
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Evolutionary Optimization of a Neural Network Controller for Car Racing Simulation
Damianos Galanopoulos, Christos Athanasiadis, and Anastasios Tefas
LNAI 7297, p. 149 ff.
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Bagged Nonlinear Hebbian Learning Algorithm for Fuzzy Cognitive Maps Working on Classification Tasks
Elpiniki I. Papageorgiou, Panagiotis Oikonomou, and Arthi Kannappan
LNAI 7297, p. 157 ff.
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Credit Rating Using a Hybrid Voting Ensemble
Elias Kamos, Foteini Matthaiou, and Sotiris Kotsiantis
LNAI 7297, p. 165 ff.
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Extending Generalized Arc Consistency
Anastasia Paparrizou and Kostas Stergiou
LNAI 7297, p. 174 ff.
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An Online Kernel-Based Clustering Approach for Value Function Approximation
Nikolaos Tziortziotis and Konstantinos Blekas
LNAI 7297, p. 182 ff.
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Acoustic Bird Activity Detection on Real-Field Data
Todor Ganchev, Iosif Mporas, Olaf Jahn, Klaus Riede, Karl-L. Schuchmann, and Nikos Fakotakis
LNAI 7297, p. 190 ff.
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Parameter Tuning of Hybrid Nature-Inspired Intelligent Metaheuristics for Solving Financial Portfolio Optimization Problems
Vassilios Vassiliadis, Georgios Dounias, and Alexandros Tzanetos
LNAI 7297, p. 198 ff.
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An Intelligent Tool for Anatomical Object Segmentation Using Deformable Surfaces
Konstantinos K. Delibasis, Argiris Christodoulidis, and Ilias Maglogiannis
LNAI 7297, p. 206 ff.
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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, and Michael N. Vrahatis
LNAI 7297, p. 214 ff.
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Clustering of High Dimensional Data Streams
Sotiris K. Tasoulis, Dimirtis K. Tasoulis, and Vassilis P. Plagianakos
LNAI 7297, p. 223 ff.
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Special Session: Advancing Translational Biological Research through the Incorporation of Artificial Intelligence Methodologies

Multifactor Dimensionality Reduction for the Analysis of Obesity in a Nutrigenetics Context
Katerina Karayianni, Ioannis Valavanis, Keith Grimaldi, and Konstantina Nikita
LNAI 7297, p. 231 ff.
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Coupling Regulatory Networks and Microarays: Revealing Molecular Regulations of Breast Cancer Treatment Responses
Lefteris Koumakis, Vassilis Moustakis, Michalis Zervakis, Dimitris Kafetzopoulos, and George Potamias
LNAI 7297, p. 239 ff.
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A Galaxy Workflow for the Functional Annotation of Metagenomic Samples
Eleftherios Pilalis, Eythymios Ladoukakis, Fragiskos N. Kolisis, and Aristotelis Chatziioannou
LNAI 7297, p. 247 ff.
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Bioinformatic Analysis of Expression Data of ApoE Deficient Mice
Olga Papadodima, Allan Sirsjo, and Aristotelis Chatziioanou
LNAI 7297, p. 254 ff.
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Gene Ontology Semi-supervised Possibilistic Clustering of Gene Expression Data
Ioannis A. Maraziotis, George Dimitrakopoulos, and Anastasios Bezerianos
LNAI 7297, p. 262 ff.
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Special Session: Artificial Intelligence in Bioinformatics

Towards Better Prioritization of Epigenetically Modified DNA Regions
Ernesto Iacucci, Dusan Popovic, Georgios A. Pavlopoulos, Léon-Charles Tranchevent, Marijke Bauters, Bart De Moor, and Yves Moreau
LNAI 7297, p. 270 ff.
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Mining Cell Cycle Literature Using Support Vector Machines
Theodoros G. Soldatos and Georgios A. Pavlopoulos
LNAI 7297, p. 278 ff.
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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, and Stavros J. Hamodrakas
LNAI 7297, p. 285 ff.
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Predicting Human miRNA Target Genes Using a Novel Evolutionary Methodology
Korfiati Aigli, Kleftogiannis Dimitris, Theofilatos Konstantinos, Likothanassis Spiros, Tsakalidis Athanasios, and Mavroudi Seferina
LNAI 7297, p. 291 ff.
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Special Session: Intelligent Annotation of Digital Content

Ontology-Based Automatic Image Annotation Exploiting Generalized Qualitative Spatial Semantics
Christos V. Smailis and Dimitris K. Iakovidis
LNAI 7297, p. 299 ff.
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Image Interpretation by Combining Ontologies and Bayesian Networks
Spiros Nikolopoulos, Georgios Th. Papadopoulos, Ioannis Kompatsiaris, and Ioannis Patras
LNAI 7297, p. 307 ff.
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Advanced Cancer Cell Characterization and Quantification of Microscopy Images
Theodosios Goudas and Ilias Maglogiannis
LNAI 7297, p. 315 ff.
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Special Session: Intelligent, Affective, and Natural Interfaces

An Adaptive Dialogue System with Online Dialogue Policy Learning
Alexandros Papangelis, Nikolaos Kouroupas, Vangelis Karkaletsis, and Fillia Makedon
LNAI 7297, p. 323 ff.
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Affective, Natural Interaction Using EEG: Sensors, Application and Future Directions
Charline Hondrou and George Caridakis
LNAI 7297, p. 331 ff.
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Affective Computing on Elderly Physical and Cognitive Training within Live Social Networks
Evdokimos I. Konstantinidis, Antonis Billis, Eirini Grigoriadou, Stathis Sidiropoulos, Stavroula Fasnaki, and Panagiotis D. Bamidis
LNAI 7297, p. 339 ff.
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Special Session: Unified Multimedia Knowledge Representation and Processing

Semantic Video Abstracting: Automatic Generation of Movie Trailers Based on Video Patterns
Till von Wenzlawowicz and Otthein Herzog
LNAI 7297, p. 345 ff.
Abstract | Full article in PDF | BibTeX

Learning to Case-Tag Modern Greek Text
Antonis Koursoumis, Evangelia Gkatzou, Antigoni M. Founta, Vassiliki I. Mavriki, Karolos Talvis, Spyros Mprilis, Ahmad A. Aliwat, and Katia Lida Kermanidis
LNAI 7297, p. 353 ff.
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Understanding How Visual Context Influences Multimedia Content Analysis Problems
Phivos Mylonas
LNAI 7297, p. 361 ff.
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Block Operator Context Scanning for Commercial Tracking
Ioannis Giannoukos, Vassilis Vrachnakis, Christos-Nikolaos Anagnostopoulos, Ioannis Anagnostopoulos, and Vassili Loumos
LNAI 7297, p. 369 ff.
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Identifying Conceptual Layers in the Ontology Development Process
Manolis Wallace, Panos Alexopoulos, and Phivos Mylonas
LNAI 7297, p. 375 ff.
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Author Index
LNAI 7297, p. 383 f.
Author Index in PDF

Complete Volume in BibTeX