IFIP TC6 Open Digital Library

AIAI 2013: Paphos, Cyprus

Artificial Intelligence Applications and Innovations - 9th IFIP WG 12.5 International Conference, AIAI 2013, Paphos, Cyprus, September 30 - October 2, 2013, Proceedings

Harris Papadopoulos, Andreas S. Andreou, Lazaros S. Iliadis, Ilias Maglogiannis

Springer, IFIP Advances in Information and Communication Technology 412, ISBN: 978-3-642-41141-0



Contents

Keynote Speech

Trust, Reputation, and Risk in Cyber Physical Systems.

Elizabeth Chang, Tharam S. 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 Lydia Viktor

 30-39

A Dynamic Web Recommender System Using Hard and Fuzzy K-Modes Clustering.

Panayiotis Christodoulou, Marios Lestas, Andreas S. Andreou

 40-51

Fuzzy Equivalence Relation Based Clustering and Its Use to Restructuring Websites' Hyperlinks and Web Pages.

Dimitris Kardaras, Xenia J. Mamakou, Bill Karakostas

 52-60

Medical Informatics and Biomedical Engineering

Exploiting Machine Learning for Predicting Nodal Status in Prostate Cancer Patients.

Mauro Vallati, Berardino De Bari, Roberto Gatta, Michela Buglione, Stefano M. Magrini, Barbara A. 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 P. Anninou, Peter P. Groumpos, Polychronopoulos Panagiotis

 88-95

Automated Scientific Assistant for Cancer and Chemoprevention.

Sotiris Lazarou, Antonis C. 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, Lukás Chrpa, Mauro Vallati

 121-130

MOEA/D for a Tri-objective Vehicle Routing Problem.

Andreas Konstantinidis 0002, 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 S. Andreou

 151-160

Human-Like Agents for a Smartphone First Person Shooter Game Using Crowdsourced Data.

Christoforos Kronis, Andreas Konstantinidis 0002, 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 S. Iliadis, Stefanos Spartalis, Antonios Kalampakas

 182-194

Robotics

Robots That Stimulate Autonomy.

Matthijs Pontier, Guy Widdershoven

 195-204

Simulation of a Motivated Learning Agent.

Janusz A. Starzyk, James T. Graham, Leszek Puzio

 205-214

Autonomous Navigation Applying Dynamic-Fuzzy Cognitive Maps and Fuzzy Logic.

Márcio Mendonça, Ivan Rossato Chrun, Lúcia Valéria Ramos de Arruda, Elpiniki I. Papageorgiou

 215-224

Induction Motor Control Using Two Intelligent Algorithms Analysis.

Moulay Rachid 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 M. Koolen, Yuri Kalnishkan

 235-244

Real Time Indoor Robot Localization Using a Stationary Fisheye Camera.

Konstantinos K. Delibasis, Vassilis P. Plagianakos, Ilias Maglogiannis

 245-254

Artificial Neural Network Approach for Land Cover Classification of Fused Hyperspectral and Lidar Data.

Paris Giampouras, Eleni Charou, Anastasios L. Kesidis

 255-261

A Linear Multi-Layer Perceptron for Identifying Harmonic Contents of Biomedical Signals.

Thien Minh 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 P. Loizou, Eleni Anastasiou, Takis Kasparis, Theodoros Lazarou, Marios Pantziaris, Constantinos S. Pattichis

 272-281

Texture Analysis in Ultrasound Images of Carotid Plaque Components of Asymptomatic and Symptomatic Subjects.

Christos P. 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 P. Loizou, Takis Kasparis, Christina Spyrou, Marios Pantziaris

 292-301

Diagnostic Feature Extraction on Osteoporosis Clinical Data Using Genetic Algorithms.

George C. Anastassopoulos, Adam V. 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, Konstantinos Moutselos, Ilias Maglogiannis, Aristotelis Chatziioannou

 311-317

On Centered and Compact Signal and Image Derivatives for Feature Extraction.

Konstantinos K. Delibasis, Aristides I. Kechriniotis, Ilias Maglogiannis

 318-327

Detecting Architectural Distortion in Mammograms Using a Gabor Filtered Probability Map Algorithm.

O'tega Ejofodomi, Michael Olawuyi, Don Uche 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 Nallure Balasubramanian, Aaron Baker, Matthew Yanez, Shayok Chakraborty, Sethuraman Panchanathan

 361-370

Conformal Prediction under Hypergraphical Models.

Valentina Fedorova, Alexander 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 N. Smirnov, Haitham Bou-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.

Hua-zhen 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, Luís Cordeiro, Paulo Simões, Edmundo Monteiro, Panagis Magdalinos, Ioannis P. 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 M. Stephanakis, Ioannis P. Chochliouros, Anastasios Dagiuklas, George C. Anastassopoulos

 462-473

(Semi-) Pervasive Gaming Educational and Entertainment Facilities via Interactive Video-to-Video Communication over the Internet, for Museum Exhibits.

Ioannis P. Chochliouros, Rod McCall, Andrei Popleteev, Tigran Avanesov, Tomas Kamarauskas, Anastasia S. Spiliopoulou, Evangelos Sfakianakis, Evangelia Georgiadou, Nikoletta Liakostavrou, Ioannis Kampourakis, Ioannis M. 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 A. Theofilatos, Andreas S. Karathanasopoulos, Peter W. Middleton, Efstratios F. Georgopoulos, Spiros Likothanassis

 486-496

Gene Expression Programming and Trading Strategies.

Georgios Sermpinis, Anastasia Fountouli, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos

 497-505

Kalman Filter and SVR Combinations in Forecasting US Unemployment.

Georgios Sermpinis, Charalampos Stasinakis, Andreas S. 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 I. 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.

Márcio Mendonça, Douglas Matsumoto, Lucia V. R. Arruda, Elpiniki I. Papageorgiou

 537-546

Training Fuzzy Cognitive Maps Using Gradient-Based Supervised Learning.

Michal Gregor, Peter P. Groumpos

 547-556

An Approach to Hotel Services Dynamic Pricing Based on the Delphi Method and Fuzzy Cognitive Maps.

Dimitris Kardaras, Xenia J. Mamakou, Bill Karakostas, George Gkourakoukis

 557-566

Self-tuning PI Controllers via Fuzzy Cognitive Maps.

Engin Yesil, M. Furkan Dodurka, Ahmet Sakalli, Cihan Öztürk, Cagri Guzay

 567-576

Concept by Concept Learning of Fuzzy Cognitive Maps.

M. Furkan Dodurka, Engin Yesil, Cihan Öztürk, Ahmet Sakalli, Cagri Guzay

 577-586

The Relevance of Fuzzy Cognitive Mapping Approaches for Assessing Adaptive Capacity and Resilience in Social-Ecological Systems.

Frédéric M. Vanwindekens, Didier Stilmant, Philippe V. 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 P. Michaelides, Demetrios G. Eliades, Marinos Christodoulou, Marios Kyriakou, Christos G. Panayiotou, Marios M. 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 Vargas Abs da Cruz, Marley Maria Bernardes Rebuzzi Vellasco, Adriano Soares 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 M. Milis, Christos G. Panayiotou, Marios M. 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