EANN/AIAI 2011: Corfu, Greece

Computer Vision and Robotics

• Genci Capi, Hideki Toda, Shin-ichiro Kaneko:
  Real Time Robot Policy Adaptation Based on Intelligent Algorithms. 1-10
  
• Olivier L. Georgeon, Mark A. Cohen, Amélie Cordier:
  A Model and Simulation of Early-Stage Vision as a Developmental Sensorimotor Process. 11-16
  
• Aristeidis Tsitiridis, Peter W. T. Yuen, Izzati Ibrahim, Umar Soori, Tong Chen, Kan Hong, Zhengjie Wang, David James, Mark Richardson:
  Enhanced Object Recognition in Cortex-Like Machine Vision. 17-26
  

Classification - Pattern Recognition

• Zacharias Voulgaris:
  A New Discernibility Metric and Its Application on Pattern Classification and Feature Evaluation. 27-35
  

Financial and Management Applications of AI

• Vasileios Papavasileiou, Athanasios K. Tsadiras:
  Time Variations of Association Rules in Market Basket Analysis. 36-44
  
• Pedro Evangelista, Jorge Henrique Martins de Pinho, Emanuel Gonçalves, Paulo Maia, João Luis Ferreira Sobral, Miguel Francisco de Almeida Pereira da Rocha:
  A Software Platform for Evolutionary Computation with Pluggable Parallelism and Quality Assurance. 45-50
  
• Amin Hosseinian Far, Elias Pimenidis, Hamid Jahankhani, D. C. Wijeyesekera:
  Financial Assessment of London Plan Policy 4A.2 by Probabilistic Inference and Influence Diagrams. 51-60
  
• Ayda Kaddoussi, Nesrine Zoghlami, Hayfa Zgaya, Slim Hammadi, Francis Bretaudeau:
  Disruption Management Optimization for Military Logistics. 61-66
  

Fuzzy Systems

• Vassilis C. Gerogiannis, Panos Fitsilis, Achilles D. Kameas:
  Using a Combined Intuitionistic Fuzzy Set-TOPSIS Method for Evaluating Project and Portfolio Management Information Systems. 67-81
  
• Ioannis Hatzilygeroudis, Jim Prentzas:
  Fuzzy and Neuro-Symbolic Approaches to Assessment of Bank Loan Applicants. 82-91
  
• Vladimír Olej, Petr Hájek:
  Comparison of Fuzzy Operators for IF-Inference Systems of Takagi-Sugeno Type in Ozone Prediction. 92-97
  
• Ping-Ho Chen, Wei-Hsiu Hsu, Ding-Shinan Fong:
  LQR-Mapped Fuzzy Controller Applied to Attitude Stabilization of a Power-Aided-Unicycle. 98-103
  
• Ping-Ho Chen, Kuang-Yow Lian:
  Optimal Fuzzy Controller Mapped from LQR under Power and Torque Constraints. 104-109
  

Learning and Novel Algorithms

• Hosein Alizadeh, Behrouz Minaei, Hamid Parvin:
  A New Criterion for Clusters Validation. 110-115
  
• Mu Lin, Jinqiao Yang, Bin Xu:
  Modeling and Dynamic Analysis on Animals' Repeated Learning Process. 116-121
  
• Xuan Zhang, B. John Oommen, Ole-Christoffer Granmo:
  Generalized Bayesian Pursuit: A Novel Scheme for Multi-Armed Bernoulli Bandit Problems. 122-131
  

Recurrent and Radial Basis Function ANN

• Gracián Triviño, José Muñoz, Enrique Domínguez:
  A Multivalued Recurrent Neural Network for the Quadratic Assignment Problem. 132-140
  
• Kyriaki Kitikidou, Lazaros S. Iliadis:
  Employing a Radial-Basis Function Artificial Neural Network to Classify Western and Transition European Economies Based on the Emissions of Air Pollutants and on Their Income. 141-149
  

Machine Learning

• Georgios Bardis, Vassilios Golfinopoulos, Dimitrios Makris, Georgios Miaoulis, Dimitri Plemenos:
  Elicitation of User Preferences via Incremental Learning in a Declarative Modelling Environment. 150-158
  
• Maria Koutina, Katia Lida Kermanidis:
  Predicting Postgraduate Students' Performance Using Machine Learning Techniques. 159-168
  

Generic Algorithms

• Constantinos Stylianou, Andreas S. Andreou:
  Intelligent Software Project Scheduling and Team Staffing with Genetic Algorithms. 169-178
  

Data Mining

• C. Boletsis, A. Gratsani, D. Chasanidou, Ioannis Karydis, Katia Kermanidis:
  Comparative Analysis of Content-Based and Context-Based Similarity on Musical Data. 179-189
  
• Argiro Karozou, Katia Lida Kermanidis:
  Learning Shallow Syntactic Dependencies from Imbalanced Datasets: A Case Study in Modern Greek and English. 190-195
  
• Alexandros Panteli, Manolis Maragoudakis:
  A Random Forests Text Transliteration System for Greek Digraphia. 196-201
  
• Maria Laura Cobo, Diego C. Martínez, Guillermo Ricardo Simari:
  Acceptability in Timed Frameworks with Intermittent Arguments. 202-211
  
• Kolyo Z. Onkov:
  Object Oriented Modelling in Information Systems Based on Related Text Data. 212-218
  

Reinforcement Learning

• Klaus Häming, Gabriele Peters:
  Ranking Functions in Large State Spaces. 219-228
  

Web Applications of ANN

• Vladimír Olej, Jana Filipová:
  Modelling of Web Domain Visits by Radial Basis Function Neural Networks and Support Vector Machine Regression. 229-239
  
• Elli Voudigari, John Pavlopoulos, Michalis Vazirgiannis:
  A Framework for Web Page Rank Prediction. 240-249
  
• Marios Poulos:
  Towards a Semantic Calibration of Lexical Word via EEG. 250-258
  

Medical Applications of ANN and Ethics of AI

• Oana Geman:
  Data Mining Tools Used in Deep Brain Stimulation - Analysis Results. 259-264
  
• Harris Papadopoulos:
  Reliable Probabilistic Prediction for Medical Decision Support. 265-274
  
• Farzad Khalvati, Mehdi Kianpour, Hamid R. Tizhoosh:
  Cascaded Window Memoization for Medical Imaging. 275-284
  
• Shan Gong, Antonio Artés-Rodríguez:
  Fast Background Elimination in Fluorescence Microbiology Images: Comparison of Four Algorithms. 285-290
  
• Teresa Podsiadly-Marczykowska, Rafal Zawislak:
  Experimental Verification of the Effectiveness of Mammography Testing Description's Standardization. 291-296
  
• Athanasios Alexiou, Maria Psixa, Panagiotis Vlamos:
  Ethical Issues of Artificial Biomedical Applications. 297-302
  

Environmental and Earth Applications of AI

• Nikolaos Bezirgiannis, Ilias Sakellariou:
  ECOTRUCK: An Agent System for Paper Recycling. 303-312
  
• Amadeo José Argüelles-Cruz, Cornelio Yáñez, Itzamá López-Yáñez, Oscar Camacho Nieto:
  Prediction of CO and NOx Levels in Mexico City Using Associative Models. 313-322
  
• Dubravko Culibrk, Predrag Lugonja, Vladan Minic, Vladimir S. Crnojevic:
  Neural Network Approach to Water-Stressed Crops Detection Using Multispectral WorldView-2 Satellite Imagery. 323-331
  
• Theocharis Tsataltzinos, Lazaros S. Iliadis, Stefanos Spartalis:
  A Generalized Fuzzy-Rough Set Application for Forest Fire Risk Estimation Feature Reduction. 332-341
  
• Jaime R. Ticay-Rivas, Marcos del Pozo-Baños, Carlos M. Travieso, Jorge Arroyo-Hernández, Santiago T. Pérez, Jesús B. Alonso, Federico Mora-Mora:
  Pollen Classification Based on Geometrical, Descriptors and Colour Features Using Decorrelation Stretching Method. 342-349
  

Computational Intelligence in Software Engineering (CISE) Workshop

• Dimitrios Milios, Ioannis Stamelos, Christos Chatzibagias:
  Global Optimization of Analogy-Based Software Cost Estimation with Genetic Algorithms. 350-359
  
• Stephen G. MacDonell:
  The Impact of Sampling and Rule Set Size on Generated Fuzzy Inference System Predictive Accuracy: Analysis of a Software Engineering Data Set. 360-369
  
• Masoud Mohammadian:
  Intelligent Risk Identification and Analysis in IT Network Systems. 370-377
  
• Javier Ferrer, J. Francisco Chicano, Enrique Alba:
  Benchmark Generator for Software Testers. 378-388
  
• R. Crandall, K. J. Lynagh, T. Mehoke, N. Pepper:
  Automated Classification of Medical-Billing Data. 389-399
  

Artificial Intelligence Applications in Biomedicine (AIAB) Workshop

• Christos P. Loizou, Efthyvoulos C. Kyriacou, Ioannis Seimenis, Marios Pantziaris, Christodoulos S. Christodoulou, Constantinos S. Pattichis:
  Brain White Matter Lesions Classification in Multiple Sclerosis Subjects for the Prognosis of Future Disability. 400-409
  
• Julien Marcais, Nikolaos I. Spanoudakis, Pavlos Moraitis:
  Using Argumentation for Ambient Assisted Living. 410-419
  
• Timo Salpavaara, Pekka Kumpulainen:
  Modelling Nonlinear Responses of Resonance Sensors in Pressure Garment Application. 420-429
  
• Shahina Ferdous, Sarantos Kapidakis, Leonidas Fegaras, Fillia Makedon:
  An Adaptable Framework for Integrating and Querying Sensor Data. 430-438
  
• Meng Yang, Ilia Nouretdinov, Zhiyuan Luo, Alex J. Gammerman:
  Feature Selection by Conformal Predictor. 439-448
  
• Dmitry Adamskiy, Ilia Nouretdinov, Andy Mitchell, Nick Coldham, Alexander Gammerman:
  Applying Conformal Prediction to the Bovine TB Diagnosing. 449-454
  
• Angeliki Skoura, Vasileios Megalooikonomou, Predrag R. Bakic, Andrew D. A. Maidment:
  Classifying Ductal Tree Structures Using Topological Descriptors of Branching. 455-463
  
• Ioannis Valavanis, Panagiotis Moulos, Ilias Maglogiannis, Julie Klein, Joost Schanstra, Aristotelis Chatziioannou:
  Intelligent Selection of Human miRNAs and Mouse mRNAs Related to Obstructive Nephropathy. 464-471
  
• Sotiris K. Tasoulis, Charalampos N. Doukas, Ilias Maglogiannis, Vassilis P. Plagianakos:
  Independent Component Clustering for Skin Lesions Characterization. 472-482
  
• Chenzhe Zhou, Ilia Nouretdinov, Zhiyuan Luo, Dmitry Adamskiy, Luke Randell, Nicholas Coldham, Alexander Gammerman:
  A Comparison of Venn Machine with Platt's Method in Probabilistic Outputs. 483-490
  

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