index - Artificial Intelligence Applications and Innovations

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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ANN-Classification and Pattern Recognition

Optimization-Genetic Algorithms

Artificial Neural Networks

Learning and Data Mining

Fuzzy Logic

Classification Pattern Recognition

Multi Agent Systems

Multi Attribute DSS

Clustering

Image-Video Classification and Processing

Engineering Applications of AI and Artificial Neural Networks

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