IFIP TC6 Open Digital Library

AIAI 2012: Halkidiki, Corfu, Greece

Artificial Intelligence Applications and Innovations - 8th IFIP WG 12.5 International Conference, AIAI 2012, Halkidiki, Greece, September 27-30, 2012, Proceedings, Part I

Lazaros S. Iliadis, Ilias Maglogiannis, Harris Papadopoulos

Springer, IFIP Advances in Information and Communication Technology 381, ISBN: 978-3-642-33408-5



Contents

ANN-Classification and Pattern Recognition

A Probabilistic Approach to Organic Component Detection in Leishmania Infected Microscopy Images.

Pedro Alves Nogueira, Luís Filipe Teófilo

 1-10

Combination of M-Estimators and Neural Network Model to Analyze Inside/Outside Bark Tree Diameters.

Kyriaki Kitikidou, Elias Milios, Lazaros S. Iliadis, Minas Kaymakis

 11-18

Multi-classify Hybrid Multilayered Perceptron (HMLP) Network for Pattern Recognition Applications.

Fakroul Ridzuan Bin Hashim, John J. Soraghan, Lykourgos Petropoulakis

 19-27

Support Vector Machine Classification of Protein Sequences to Functional Families Based on Motif Selection.

Danai Georgara, Katia Lida Kermanidis, Ioannis Mariolis

 28-36

Optimization-Genetic Algorithms

A Multi-objective Genetic Algorithm for Software Development Team Staffing Based on Personality Types.

Constantinos Stylianou, Andreas S. Andreou

 37-47

An Empirical Comparison of Several Recent Multi-objective Evolutionary Algorithms.

Thomas White, Shan He 0001

 48-57

Fine Tuning of a Wet Clutch Engagement by Means of a Genetic Algorithm.

Yu Zhong, Abhishek Dutta, Bart Wyns, Clara M. Ionescu, Gregory Pinte, Wim Symens, Julian Stoev, Robin De Keyser

 58-67

Artificial Neural Networks

A Representational MDL Framework for Improving Learning Power of Neural Network Formalisms.

Alexey Potapov, Maxim Peterson

 68-77

On the Design and Training of Bots to Play Backgammon Variants.

Nikolaos Papahristou, Ioannis Refanidis

 78-87

Surrogate Modelling of Solutions of Integral Equations by Neural Networks.

Vera Kurková

 88-96

Learning and Data Mining

A Regularization Network Committee Machine of Isolated Regularization Networks for Distributed Privacy Preserving Data Mining.

Yiannis Kokkinos, Konstantinos G. Margaritis

 97-106

Improved POS-Tagging for Arabic by Combining Diverse Taggers.

Maytham Alabbas, Allan Ramsay

 107-116

Multithreaded Implementation of the Slope One Algorithm for Collaborative Filtering.

Efthalia Karydi, Konstantinos G. Margaritis

 117-125

Experimental Identification of Pilot Response Using Measured Data from a Flight Simulator.

Jan Boril, Rudolf Jalovecky

 126-135

A Probabilistic Knowledge-Based Information System for Environmental Policy Modeling and Decision Making.

Hamid Jahankhani, Elias Pimenidis, Amin Hosseinian Far

 136-145

Conceptualization and Significance Study of a New Appliation CS-MIR.

Kaichun K. Chang, Carl Barton, Costas S. Iliopoulos, Jyh-Shing Roger Jang

 146-156

Physical Bongard Problems.

Erik Weitnauer, Helge Ritter

 157-163

Taxonomy Development and Its Impact on a Self-learning e-Recruitment System.

Evanthia Faliagka, Ioannis Karydis, Maria Rigou, Spyros Sioutas, Athanasios K. Tsakalidis, Giannis Tzimas

 164-174

Fuzzy Logic

Fuzzy Energy-Based Active Contours Exploiting Local Information.

Stelios Krinidis, Michail Krinidis

 175-184

Fuzzy Friction Modeling for Adaptive Control of Mechatronic Systems.

Jacek Kabzinski

 185-195

Fuzzy Graph Language Recognizability.

Antonios Kalampakas, Stefanos Spartalis, Lazaros S. Iliadis

 196-205

Adaptive Intuitionistic Fuzzy Inference Systems of Takagi-Sugeno Type for Regression Problems.

Petr Hájek, Vladimír Olej

 206-216

A Hybrid Method for Evaluating Biomass Suppliers - Use of Intuitionistic Fuzzy Sets and Multi-Periodic Optimization.

Vassilis C. Gerogiannis, Vasiliki Kazantzi, Leonidas Anthopoulos

 217-223

Classification Pattern Recognition

A Neural Network for Spatial and Temporal Modeling of foF2 Data Based on Satellite Measurements.

Haris Haralambous, Harris Papadopoulos

 224-233

Detecting Glycosylations in Complex Samples.

Thorsten Johl, Manfred Nimtz, Lothar Jänsch, Frank Klawonn

 234-243

Experiments with Face Recognition Using a Novel Approach Based on CVQ Technique.

Arman Mehrbakhsh, Alireza Khalilian

 244-253

Novel Matching Methods for Automatic Face Recognition Using SIFT.

Ladislav Lenc, Pavel Král

 254-263

Multi Agent Systems

Exploring the Design Space of a Declarative Framework for Automated Negotiation: Initial Considerations.

Alex Muscar, Costin Badica

 264-273

Hybrid and Reinforcement Multi Agent Technology for Real Time Air Pollution Monitoring.

Andonis Papaleonidas, Lazaros S. Iliadis

 274-284

Rule-Based Behavior Prediction of Opponent Agents Using Robocup 3D Soccer Simulation League Logfiles.

Asma Sanam Larik, Sajjad Haider

 285-295

Multi Attribute DSS

An Ontology-Based Model for Student Representation in Intelligent Tutoring Systems for Distance Learning.

Ioannis Panagiotopoulos, Aikaterini K. Kalou, Christos Pierrakeas, Achilles Kameas

 296-305

Assistant Tools for Teaching FOL to CF Conversion.

Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis

 306-315

Effective Diagnostic Feedback for Online Multiple-Choice Questions.

Ruisheng Guo, Dominic Palmer-Brown, Sin Wee Lee, Fang Fang Cai

 316-326

Clustering

A Fast Hybrid k-NN Classifier Based on Homogeneous Clusters.

Stefanos Ougiaroglou, Georgios Evangelidis

 327-336

A Spatially-Constrained Normalized Gamma Process for Data Clustering.

Sotirios P. Chatzis, Dimitrios Korkinof, Yiannis Demiris

 337-346

GamRec: A Clustering Method Using Geometrical Background Knowledge for GPR Data Preprocessing.

Ruth Janning, Tomás Horváth, Andre Busche, Lars Schmidt-Thieme

 347-356

Enhancing Clustering by Exploiting Complementary Data Modalities in the Medical Domain.

Samah Jamal Fodeh, Ali Haddad, Cynthia Brandt, Martin H. Schultz, Michael Krauthammer

 357-367

Extraction of Web Image Information: Semantic or Visual Cues?

Georgina Tryfou, Nicolas Tsapatsoulis

 368-373

Trust-Aware Clustering Collaborative Filtering: Identification of Relevant Items.

Cosimo Birtolo, Davide Ronca, Gianluca Aurilio

 374-384

Unsupervised Detection of Fibrosis in Microscopy Images Using Fractals and Fuzzy c-Means Clustering.

Sotiris K. Tasoulis, Ilias Maglogiannis, Vassilis P. Plagianakos

 385-394

Image-Video Classification and Processing

Image Threshold Selection Exploiting Empirical Mode Decomposition.

Stelios Krinidis, Michail Krinidis

 395-403

Modelling Crowdsourcing Originated Keywords within the Athletics Domain.

Zenonas Theodosiou, Nicolas Tsapatsoulis

 404-413

Scalable Object Encoding Using Multiplicative Multilinear Inter-camera Prediction in the Context of Free View 3D Video.

Ioannis M. Stephanakis, George C. Anastassopoulos

 414-424

Engineering Applications of AI and Artificial Neural Networks

Correlation between Seismic Intensity Parameters of HHT-Based Synthetic Seismic Accelerograms and Damage Indices of Buildings.

Eleni Vrochidou, Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas

 425-434

Improving Current and Voltage Transformers Accuracy Using Artificial Neural Network.

Haidar Samet, Farshid Nasrfard Jahromi, Arash Dehghani, Afsaneh Narimani

 435-442

Modeling of Syllogisms in Analog Hardware.

Darko Kovacevic, Nikica Pribacic, Radovan Antonic, Asja Kovacevic, Mate Jovic

 443-452

A New Approach to High Impedance Fault Detection Based on Correlation Functions.

Najmeh Faridnia, Haidar Samet, Babak Doostani Dezfuli

 453-462

Network Selection in a Virtual Network Operator Environment.

Ioannis Chamodrakas, Drakoulis Martakos

 463-473

Position and Velocity Predictions of the Piston in a Wet Clutch System during Engagement by Using a Neural Network Modeling.

Yu Zhong, Bart Wyns, Abhishek Dutta, Clara-Mihaela Ionescu, Gregory Pinte, Wim Symens, Julian Stoev, Robin De Keyser

 474-482

Uniform Asymptotic Stability and Global Asymptotic Stability for Time-Delay Hopfield Neural Networks.

Adnene Arbi, Chaouki Aouiti, Abderrahmane Touati

 483-492