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
Data Mining
Katia Kermanidis, Manolis Maragoudakis, Spyros Vosinakis, Nikos Exadaktylos
10-19
Marilena Agathokleous, Nicolas Tsapatsoulis
20-29
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
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
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
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
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)
Christos P. Loizou, Eleni Anastasiou, Takis Kasparis, Theodoros Lazarou, Marios Pantziaris, Constantinos S. Pattichis
272-281
Christos P. Loizou, Marios Pantziaris, Marilena Theofilou, Takis Kasparis, Efthivoulos Kyriakou
282-291
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)
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
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
Andreea Molnar, Vishanth Weerakkody
452-461
Ioannis M. Stephanakis, Ioannis P. Chochliouros, Anastasios Dagiuklas, George C. Anastassopoulos
462-473
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)
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
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
Frédéric M. Vanwindekens, Didier Stilmant, Philippe V. Baret
587-596
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
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
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
Ethical Issues in Neuroinformatics.
Athanasios Alexiou, Georgia Theocharopoulou, Panayiotis Vlamos
700-705