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


Keynote Speech

Trust, Reputation, and Risk in Cyber Physical Systems.

Elizabeth Chang, Tharam S. Dillon


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


Voting Advice Applications: Missing Value Estimation Using Matrix Factorization and Collaborative Filtering.

Marilena Agathokleous, Nicolas Tsapatsoulis


A Personalized Location Aware Multi-Criteria Recommender System Based on Context-Aware User Preference Models.

Salvador Valencia Rodríguez, Herna Lydia Viktor


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

Panayiotis Christodoulou, Marios Lestas, Andreas S. Andreou


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

Dimitris Kardaras, Xenia J. Mamakou, Bill Karakostas


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


Autoregressive Model Order Estimation Criteria for Monitoring Awareness during Anaesthesia.

Nicoletta Nicolaou, Julius Georgiou


A Machine-Learning Approach for theof Enzymatic Activity of Proteins in Metagenomic Samples.

Theodoros Koutsandreas, Eleftherios Pilalis, Aristotelis Chatziioannou


Modeling Health Diseases Using Competitive Fuzzy Cognitive Maps.

Antigoni P. Anninou, Peter P. Groumpos, Polychronopoulos Panagiotis


Automated Scientific Assistant for Cancer and Chemoprevention.

Sotiris Lazarou, Antonis C. Kakas, Christiana Neophytou, Andreas Constantinou


Problem Solving, Planning and Scheduling

Task Allocation Strategy Based on Variances in Bids for Large-Scale Multi-Agent Systems.

Toshiharu Sugawara


Autonomic System Architecture: An Automated Planning Perspective.

Falilat Jimoh, Lukás Chrpa, Mauro Vallati


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

Andreas Konstantinidis 0002, Savvas Pericleous, Christoforos Charalambous


Automatic Exercise Generation in Euclidean Geometry.

Andreas Papasalouros


Modeling and Decision Support Systems

A Cloud Adoption Decision Support Model Using Influence Diagrams.

Andreas Christoforou, Andreas S. Andreou


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

Christoforos Kronis, Andreas Konstantinidis 0002, Harris Papadopoulos


Developing an Electron Density Profiler over Europe Based on Space Radio Occultation Measurements.

Haris Haralambous, Harris Papadopoulos


Fuzzy Classification of Cyprus Urban Centers Based on Particulate Matter Concentrations.

Nicky Gkaretsa, Lazaros S. Iliadis, Stefanos Spartalis, Antonios Kalampakas



Robots That Stimulate Autonomy.

Matthijs Pontier, Guy Widdershoven


Simulation of a Motivated Learning Agent.

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


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

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


Induction Motor Control Using Two Intelligent Algorithms Analysis.

Moulay Rachid Douiri, Mohamed Cherkaoui


Intelligent Signal and Image Processing

A Long-Range Self-similarity Approach to Segmenting DJ Mixed Music Streams.

Tim Scarfe, Wouter M. Koolen, Yuri Kalnishkan


Real Time Indoor Robot Localization Using a Stationary Fisheye Camera.

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


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

Paris Giampouras, Eleni Charou, Anastasios L. Kesidis


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

Thien Minh Nguyen, Patrice Wira


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


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


Integrated System for the Complete Segmentation of the Common Carotid Artery Bifurcation in Ultrasound Images.

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


Diagnostic Feature Extraction on Osteoporosis Clinical Data Using Genetic Algorithms.

George C. Anastassopoulos, Adam V. Adamopoulos, Georgios Drosos, Konstantinos Kazakos, Harris Papadopoulos


Gene Prioritization for Inference of Robust Composite Diagnostic Signatures in the Case of Melanoma.

Ioannis Valavanis, Konstantinos Moutselos, Ilias Maglogiannis, Aristotelis Chatziioannou


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

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


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

O'tega Ejofodomi, Michael Olawuyi, Don Uche Onyishi, Godswill Ofualagba


Breast Cancer Detection in Mammogram Medical Images with Data Mining Techniques.

Konstantinos Kontos, Manolis Maragoudakis


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

Transductive conformal predictors.

Vladimir Vovk


PyCP: An Open-Source Conformal Predictions Toolkit.

Vineeth Nallure Balasubramanian, Aaron Baker, Matthew Yanez, Shayok Chakraborty, Sethuraman Panchanathan


Conformal Prediction under Hypergraphical Models.

Valentina Fedorova, Alexander Gammerman, Ilia Nouretdinov, Vladimir Vovk


Defensive Forecast for Conformal Bounded Regression.

Ilia Nouretdinov, Alexander Lebedev


Learning by Conformal Predictors with Additional Information.

Meng Yang, Ilia Nouretdinov, Zhiyuan Luo


Conformity-Based Transfer AdaBoost Algorithm.

Shuang Zhou, Evgueni N. Smirnov, Haitham Bou-Ammar, Ralf Peeters


Enhanced Conformal Predictors for Indoor Localisation Based on Fingerprinting Method.

Khuong Nguyen, Zhiyuan Luo


Local Clustering Conformal Predictor for Imbalanced Data Classification.

Hua-zhen Wang, Yewang Chen, Zhigang Chen, Fan Yang


Osteoporosis Risk Assessment with Well-Calibrated Probabilistic Outputs.

Antonis Lambrou, Harris Papadopoulos, Alexander Gammerman


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


Defining Key Performance Indicators for Evaluating the Use of High Definition Video-to-Video Services in eHealth.

Andreea Molnar, Vishanth Weerakkody


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


(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


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


Gene Expression Programming and Trading Strategies.

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


Kalman Filter and SVR Combinations in Forecasting US Unemployment.

Georgios Sermpinis, Charalampos Stasinakis, Andreas S. Karathanasopoulos


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


Fuzzy Cognitive Maps with Rough Concepts.

Maikel León, Benoît Depaire, Koen Vanhoof


Intelligent Systems Applied to the Control of an Industrial Mixer.

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


Training Fuzzy Cognitive Maps Using Gradient-Based Supervised Learning.

Michal Gregor, Peter P. Groumpos


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


Self-tuning PI Controllers via Fuzzy Cognitive Maps.

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


Concept by Concept Learning of Fuzzy Cognitive Maps.

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


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


A Fuzzy Cognitive Map Model for Estimating the Repercussions of Greek PSI on Cypriot Bank Branches in Greece.

Maria Papaioannou, Costas Neocleous, Christos Schizas


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


A Hierarchy of Change-Point Methods for Estimating the Time Instant of Leakages in Water Distribution Networks.

Giacomo Boracchi, Vicenç Puig, Manuel Roveri


EWMA Based Two-Stage Dataset Shift-Detection in Non-stationary Environments.

Haider Raza, Girijesh Prasad, Yuhua Li


NEVE: A Neuro-Evolutionary Ensemble for Adaptive Learning.

Tatiana Escovedo, André Vargas Abs da Cruz, Marley Maria Bernardes Rebuzzi Vellasco, Adriano Soares Koshiyama


Investigation of Expert Addition Criteria for Dynamically Changing Online Ensemble Classifiers with Multiple Adaptive Mechanisms.

Rashid Bakirov, Bogdan Gabrys


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


Systems Engineering for Assessment of Virtual Power System Implementations.

Slobodan Lukovic, Igor Kaitovic


Design of Attack-Aware WDM Networks Using a Meta-heuristic Algorithm.

Konstantinos Manousakis, Georgios Ellinas


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

Exploring Artificial Intelligence Utilizing BioArt.

Panagiota Simou, Konstantinos Tiligadis, Athanasios Alexiou


Can Machines Make Ethical Decisions?

Iordanis Kavathatzopoulos, Ryoko Asai


Ethical Issues in Neuroinformatics.

Athanasios Alexiou, Georgia Theocharopoulou, Panayiotis Vlamos