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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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