index - Artificial Intelligence Applications and Innovations

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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Keynote Speech

Data Mining

Medical Informatics and Biomedical Engineering

Problem Solving, Planning and Scheduling

Modeling and Decision Support Systems

Robotics

Intelligent Signal and Image Processing

Third Workshop on Artificial Intelligence Applications in Biomedicine (AIAB 2013)

Second Workshop on Conformal Prediction and Its Applications (CoPA 2013)

Second Workshop on Intelligent Video-to-Video Communications in Modern Smart Cities (IVC 2013)

Second Workshop on Applying Computational Intelligence Techniques in Financial Time Series Forecasting and Trading (ACIFF 2013)

First Workshop on Fuzzy Cognitive Maps Theory and Applications (FCMTA 2013)

First Workshop on Learning Strategies and Data Processing in Nonstationary Environments (LEAPS 2013)

First Workshop on Computational Intelligence for Critical Infrastructure Systems (CICIS 2013)

First Workshop on Ethics and Philosophy in Artificial Intelligence (EPAI 2013)

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