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Table of Contents Artificial Intelligence Applications and Innovations Lazaros Iliadis, Ilias Maglogiannis, Harris Papadopoulos (Eds.) Front Matter ANN-Classification and Pattern Recognition A Probabilistic Approach to Organic Component Detection in Leishmania Infected Microscopy Images Pedro Nogueira, Luís Teófilo 1-10 Combination of M-Estimators and Neural Network Model to Analyze Inside/Outside Bark Tree Diameters Kyriaki Kitikidou, Elias Milios, Lazaros Iliadis, Minas Kaymakis 11-18 Multi-classify Hybrid Multilayered Perceptron (HMLP) Network for Pattern Recognition Applications Fakroul Bin Hashim, John Soraghan, Lykourgos Petropoulakis 19-27 Support Vector Machine Classification of Protein Sequences to Functional Families Based on Motif Selection Danai Georgara, Katia 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 Andreou 37-47 An Empirical Comparison of Several Recent Multi-objective Evolutionary Algorithms Thomas White, Shan He 48-57 Fine Tuning of a Wet Clutch Engagement by Means of a Genetic Algorithm Yu Zhong, Abhishek Dutta, Bart Wyns, Clara-Mihaela Ionescu, Gregory Pinte, Wim Symens, Julian Stoev, Robin 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 Věra Kůrková 88-96 Learning and Data Mining A Regularization Network Committee Machine of Isolated Regularization Networks for Distributed Privacy Preserving Data Mining Yiannis Kokkinos, Konstantinos 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 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 Chang, Carl Barton, Costas Iliopoulos, Jyh-Shing 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 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 Kabziński 185-195 Fuzzy Graph Language Recognizability Antonios Kalampakas, Stefanos Spartalis, Lazaros 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 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 Kral 254-263 Multi Agent Systems Exploring the Design Space of a Declarative Framework for Automated Negotiation: Initial Considerations Alex Muscar, Costin Bădică 264-273 Hybrid and Reinforcement Multi Agent Technology for Real Time Air Pollution Monitoring Andonis Papaleonidas, Lazaros Iliadis 274-284 Rule-Based Behavior Prediction of Opponent Agents Using Robocup 3D Soccer Simulation League Logfiles Asma 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 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 Lee, 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 Chatzis, Dimitrios Korkinof, Yiannis Demiris 337-346 GamRec: A Clustering Method Using Geometrical Background Knowledge for GPR Data Preprocessing Ruth Janning, Tomáš Horváth, Andre Busche, Lars Schmidt-Thieme 347-356 Enhancing Clustering by Exploiting Complementary Data Modalities in the Medical Domain Martin Schultz, Michael Krauthammer, Samah Fodeh, Ali Haddad, Cynthia Brandt 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 S. Tasoulis, Ilias Maglogiannis, V. 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 Stephanakis, George 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 Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas 425-434 Improving Current and Voltage Transformers Accuracy Using Artificial Neural Network Haidar Samet, Farshid 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 Keyser 474-482 Uniform Asymptotic Stability and Global Asymptotic Stability for Time-Delay Hopfield Neural Networks Adnene Arbi, Chaouki Aouiti, Abderrahmane Touati 483-492

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