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Table of Contents Artificial Intelligence Applications and Innovations Harris Papadopoulos, Andreas S. Andreou, Lazaros Iliadis, Ilias Maglogiannis (Eds.) Front Matter Keynote Speech Trust, Reputation, and Risk in Cyber Physical Systems Elizabeth Chang, Tharam Dillon 1-9 Data Mining Designing a Support Tool for Creative Advertising by Mining Collaboratively Tagged Ad Video Content: The Architecture of PromONTotion Katia Kermanidis, Manolis Maragoudakis, Spyros Vosinakis, Nikos Exadaktylos 10-19 Voting Advice Applications: Missing Value Estimation Using Matrix Factorization and Collaborative Filtering Marilena Agathokleous, Nicolas Tsapatsoulis 20-29 A Personalized Location Aware Multi-Criteria Recommender System Based on Context-Aware User Preference Models Salvador Valencia Rodríguez, Herna Viktor 30-39 A Dynamic Web Recommender System Using Hard and Fuzzy K-Modes Clustering Panayiotis Christodoulou, Marios Lestas, Andreas Andreou 40-51 Fuzzy Equivalence Relation Based Clustering and Its Use to Restructuring Websites’ Hyperlinks and Web Pages Dimitris Kardaras, Xenia Mamakou, Bill Karakostas 52-60 Medical Informatics and Biomedical Engineering Exploiting Machine Learning for Predicting Nodal Status in Prostate Cancer Patients Mauro Vallati, Berardino Bari, Roberto Gatta, Michela Buglione, Stefano Magrini, Barbara Jereczek-Fossa, Filippo Bertoni 61-70 Autoregressive Model Order Estimation Criteria for Monitoring Awareness during Anaesthesia Nicoletta Nicolaou, Julius Georgiou 71-80 A Machine-Learning Approach for theof Enzymatic Activity of Proteins in Metagenomic Samples Theodoros Koutsandreas, Eleftherios Pilalis, Aristotelis Chatziioannou 81-87 Modeling Health Diseases Using Competitive Fuzzy Cognitive Maps Antigoni Anninou, Peter Groumpos, Polychronopoulos Panagiotis 88-95 Automated Scientific Assistant for Cancer and Chemoprevention Sotiris Lazarou, Antonis Kakas, Christiana Neophytou, Andreas Constantinou 96-109 Problem Solving, Planning and Scheduling Task Allocation Strategy Based on Variances in Bids for Large-Scale Multi-Agent Systems Toshiharu Sugawara 110-120 Autonomic System Architecture: An Automated Planning Perspective Falilat Jimoh, Lukáš Chrpa, Mauro Vallati 121-130 MOEA/D for a Tri-objective Vehicle Routing Problem Andreas Konstantinidis, Savvas Pericleous, Christoforos Charalambous 131-140 Automatic Exercise Generation in Euclidean Geometry Andreas Papasalouros 141-150 Modeling and Decision Support Systems A Cloud Adoption Decision Support Model Using Influence Diagrams Andreas Christoforou, Andreas Andreou 151-160 Human-Like Agents for a Smartphone First Person Shooter Game Using Crowdsourced Data Christoforos Kronis, Andreas Konstantinidis, Harris Papadopoulos 161-171 Developing an Electron Density Profiler over Europe Based on Space Radio Occultation Measurements Haris Haralambous, Harris Papadopoulos 172-181 Fuzzy Classification of Cyprus Urban Centers Based on Particulate Matter Concentrations Nicky Gkaretsa, Lazaros Iliadis, Stephanos Spartalis, Antonios Kalampakas 182-194 Robotics Robots That Stimulate Autonomy Matthijs Pontier, Guy Widdershoven 195-204 Simulation of a Motivated Learning Agent Janusz Starzyk, James Graham, Leszek Puzio 205-214 Autonomous Navigation Applying Dynamic-Fuzzy Cognitive Maps and Fuzzy Logic Márcio Mendon, Ivan Chrun, Lúcia Arruda, Elpiniki Papageorgiou 215-224 Induction Motor Control Using Two Intelligent Algorithms Analysis Moulay Douiri, Mohamed Cherkaoui 225-234 Intelligent Signal and Image Processing A Long-Range Self-similarity Approach to Segmenting DJ Mixed Music Streams Tim Scarfe, Wouter Koolen, Yuri Kalnishkan 235-244 Real Time Indoor Robot Localization Using a Stationary Fisheye Camera Konstantinos Delibasis, Vasilios Plagianakos, Ilias Maglogiannis 245-254 Artificial Neural Network Approach for Land Cover Classification of Fused Hyperspectral and Lidar Data Paris Giampouras, Eleni Charou, Anastasios Kesidis 255-261 A Linear Multi-Layer Perceptron for Identifying Harmonic Contents of Biomedical Signals Thien Nguyen, Patrice Wira 262-271 Third Workshop on Artificial Intelligence Applications in Biomedicine (AIAB 2013) Ultrasound Intima-Media Thickness and Diameter Measurements of the Common Carotid Artery in Patients with Renal Failure Disease Christos Loizou, Eleni Anastasiou, Takis Kasparis, Theodoros Lazarou, Marios Pantziaris, Constandinos Pattichis 272-281 Texture Analysis in Ultrasound Images of Carotid Plaque Components of Asymptomatic and Symptomatic Subjects Christos Loizou, Marios Pantziaris, Marilena Theofilou, Takis Kasparis, Efthivoulos Kyriakou 282-291 Integrated System for the Complete Segmentation of the Common Carotid Artery Bifurcation in Ultrasound Images Christos Loizou, Takis Kasparis, Christina Spyrou, Marios Pantziaris 292-301 Diagnostic Feature Extraction on Osteoporosis Clinical Data Using Genetic Algorithms George Anastassopoulos, Adam Adamopoulos, Georgios Drosos, Konstantinos Kazakos, Harris Papadopoulos 302-310 Gene Prioritization for Inference of Robust Composite Diagnostic Signatures in the Case of Melanoma Ioannis Valavanis, Kostantinos Moutselos, Ilias Maglogiannis, Aristotelis Chatziioannou 311-317 On Centered and Compact Signal and Image Derivatives for Feature Extraction Konstantinos Delibasis, Aristides Kechriniotis, Ilias Maglogiannis 318-327 Detecting Architectural Distortion in Mammograms Using a Gabor Filtered Probability Map Algorithm O’tega Ejofodomi, Michael Olawuyi, Don Onyishi, Godswill Ofualagba 328-335 Breast Cancer Detection in Mammogram Medical Images with Data Mining Techniques Konstantinos Kontos, Manolis Maragoudakis 336-347 Second Workshop on Conformal Prediction and Its Applications (CoPA 2013) Transductive conformal predictors Vladimir Vovk 348-360 PyCP: An Open-Source Conformal Predictions Toolkit Vineeth Balasubramanian, Aaron Baker, Matthew Yanez, Shayok Chakraborty, Sethuraman Panchanathan 361-370 Conformal Prediction under Hypergraphical Models Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Vladimir Vovk 371-383 Defensive Forecast for Conformal Bounded Regression Ilia Nouretdinov, Alexander Lebedev 384-393 Learning by Conformal Predictors with Additional Information Meng Yang, Ilia Nouretdinov, Zhiyuan Luo 394-400 Conformity-Based Transfer AdaBoost Algorithm Shuang Zhou, Evgueni Smirnov, Haitham Ammar, Ralf Peeters 401-410 Enhanced Conformal Predictors for Indoor Localisation Based on Fingerprinting Method Khuong Nguyen, Zhiyuan Luo 411-420 Local Clustering Conformal Predictor for Imbalanced Data Classification Huazhen Wang, Yewang Chen, Zhigang Chen, Fan Yang 421-431 Osteoporosis Risk Assessment with Well-Calibrated Probabilistic Outputs Antonis Lambrou, Harris Papadopoulos, Alexander Gammerman 432-441 Second Workshop on Intelligent Video-to-Video Communications in Modern Smart Cities (IVC 2013) Tutamen: An Integrated Personal Mobile and Adaptable Video Platform for Health and Protection David Palma, Joao Goncalves, Luis Cordeiro, Paulo Simoes, Edmundo Monteiro, Panagis Magdalinos, Ioannis Chochliouros 442-451 Defining Key Performance Indicators for Evaluating the Use of High Definition Video-to-Video Services in eHealth Andreea Molnar, Vishanth Weerakkody 452-461 A Novel Rate-Distortion Method in 3D Video Capturing in the Context of High Efficiency Video Coding (HEVC) in Intelligent Communications Ioannis Stephanakis, Ioannis Chochliouros, Anastasios Dagiuklas, George Anastassopoulos 462-473 (Semi-) Pervasive Gaming Educational and Entertainment Facilities via Interactive Video-to-Video Communication over the Internet, for Museum Exhibits Ioannis Chochliouros, Rod Mccall, Andrei Popleteev, Tigran Avanesov, Tomas Kamarauskas, Anastasia Spiliopoulou, Evangelos Sfakianakis, Evangelia Georgiadou, Nikoletta Liakostavrou, Ioannis Kampourakis, Ioannis Stephanakis 474-485 Second Workshop on Applying Computational Intelligence Techniques in Financial Time Series Forecasting and Trading (ACIFF 2013) Modeling and Trading FTSE100 Index Using a Novel Sliding Window Approach Which Combines Adaptive Differential Evolution and Support Vector Regression Konstantinos Theofilatos, Andreas Karathanasopoulos, Peter Middleton, Efstratios Georgopoulos, Spiros Likothanassis 486-496 Gene Expression Programming and Trading Strategies Georgios Sermpinis, Anastasia Fountouli, Konstantinos Theofilatos, Andreas Karathanasopoulos 497-505 Kalman Filter and SVR Combinations in Forecasting US Unemployment Georgios Sermpinis, Charalampos Stasinakis, Andreas Karathanasopoulos 506-515 First Workshop on Fuzzy Cognitive Maps Theory and Applications (FCMTA 2013) Particle Swarm Optimization Approach for Fuzzy Cognitive Maps Applied to Autism Classification Panagiotis Oikonomou, Elpiniki Papageorgiou 516-526 Fuzzy Cognitive Maps with Rough Concepts Maikel León, Benoît Depaire, Koen Vanhoof 527-536 Intelligent Systems Applied to the Control of an Industrial Mixer Marcio Mendonça, Douglas Matsumoto, Lucia Arruda, Elpinik Papageorgiou 537-546 Training Fuzzy Cognitive Maps Using Gradient-Based Supervised Learning Michal Gregor, Peter Groumpos 547-556 An Approach to Hotel Services Dynamic Pricing Based on the Delphi Method and Fuzzy Cognitive Maps Dimitris Kardaras, Xenia Mamakou, Bill Karakostas, George Gkourakoukis 557-566 Self-tuning PI Controllers via Fuzzy Cognitive Maps Engin Yesil, M. Dodurka, Ahmet Sakalli, Cihan Ozturk, Cagri Guzay 567-576 Concept by Concept Learning of Fuzzy Cognitive Maps M. Dodurka, Engin Yesil, Cihan Ozturk, Ahmet Sakalli, Cagri Guzay 577-586 The Relevance of Fuzzy Cognitive Mapping Approaches for Assessing Adaptive Capacity and Resilience in Social–Ecological Systems Frédéric Vanwindekens, Didier Stilmant, Philippe Baret 587-596 A Fuzzy Cognitive Map Model for Estimating the Repercussions of Greek PSI on Cypriot Bank Branches in Greece Maria Papaioannou, Costas Neocleous, Christos Schizas 597-604 First Workshop on Learning Strategies and Data Processing in Nonstationary Environments (LEAPS 2013) A Matlab-CONTAM Toolbox for Contaminant Event Monitoring in Intelligent Buildings Michalis Michaelides, Demetrios Eliades, Marinos Christodoulou, Marios Kyriakou, Christos Panayiotou, Marios Polycarpou 605-614 A Hierarchy of Change-Point Methods for Estimating the Time Instant of Leakages in Water Distribution Networks Giacomo Boracchi, Vicenç Puig, Manuel Roveri 615-624 EWMA Based Two-Stage Dataset Shift-Detection in Non-stationary Environments Haider Raza, Girijesh Prasad, Yuhua Li 625-635 NEVE: A Neuro-Evolutionary Ensemble for Adaptive Learning Tatiana Escovedo, André Cruz, Marley Vellasco, Adriano Koshiyama 636-645 Investigation of Expert Addition Criteria for Dynamically Changing Online Ensemble Classifiers with Multiple Adaptive Mechanisms Rashid Bakirov, Bogdan Gabrys 646-656 First Workshop on Computational Intelligence for Critical Infrastructure Systems (CICIS 2013) Exploring Semantic Mediation Techniques in Feedback Control Architectures Georgios Milis, Christos Panayiotou, Marios Polycarpou 657-666 Systems Engineering for Assessment of Virtual Power System Implementations Slobodan Lukovic, Igor Kaitovic 667-676 Design of Attack-Aware WDM Networks Using a Meta-heuristic Algorithm Konstantinos Manousakis, Georgios Ellinas 677-686 First Workshop on Ethics and Philosophy in Artificial Intelligence (EPAI 2013) Exploring Artificial Intelligence Utilizing BioArt Panagiota Simou, Konstantinos Tiligadis, Athanasios Alexiou 687-692 Can Machines Make Ethical Decisions? Iordanis Kavathatzopoulos, Ryoko Asai 693-699 Ethical Issues in Neuroinformatics Athanasios Alexiou, Georgia Theocharopoulou, Panayiotis Vlamos 700-705

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