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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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