IFIP TC6 Open Digital Library

EANN/AIAI 2011: Corfu, Greece

Artificial Intelligence Applications and Innovations - 12th INNS EANN-SIG International Conference, EANN 2011 and 7th IFIP WG 12.5 International Conference, AIAI 2011, Corfu, Greece, September 15-18, 2011, Proceedings, Part II

Lazaros S. Iliadis, Ilias Maglogiannis, Harris Papadopoulos

Springer, IFIP Advances in Information and Communication Technology 364, ISBN: 978-3-642-23959-5



Contents

Computer Vision and Robotics

Real Time Robot Policy Adaptation Based on Intelligent Algorithms.

Genci Capi, Hideki Toda, Shin-ichiro Kaneko

 1-10

A Model and Simulation of Early-Stage Vision as a Developmental Sensorimotor Process.

Olivier L. Georgeon, Mark A. Cohen, Amélie Cordier

 11-16

Enhanced Object Recognition in Cortex-Like Machine Vision.

Aristeidis Tsitiridis, Peter W. T. Yuen, Izzati Ibrahim, Umar Soori, Tong Chen, Kan Hong, Zhengjie Wang, David James, Mark Richardson

 17-26

Classification - Pattern Recognition

A New Discernibility Metric and Its Application on Pattern Classification and Feature Evaluation.

Zacharias Voulgaris

 27-35

Financial and Management Applications of AI

Time Variations of Association Rules in Market Basket Analysis.

Vasileios Papavasileiou, Athanasios K. Tsadiras

 36-44

A Software Platform for Evolutionary Computation with Pluggable Parallelism and Quality Assurance.

Pedro Evangelista, Jorge Henrique Martins de Pinho, Emanuel Gonçalves, Paulo Maia, João Luis Ferreira Sobral, Miguel Francisco de Almeida Pereira da Rocha

 45-50

Financial Assessment of London Plan Policy 4A.2 by Probabilistic Inference and Influence Diagrams.

Amin Hosseinian Far, Elias Pimenidis, Hamid Jahankhani, D. C. Wijeyesekera

 51-60

Disruption Management Optimization for Military Logistics.

Ayda Kaddoussi, Nesrine Zoghlami, Hayfa Zgaya, Slim Hammadi, Francis Bretaudeau

 61-66

Fuzzy Systems

Using a Combined Intuitionistic Fuzzy Set-TOPSIS Method for Evaluating Project and Portfolio Management Information Systems.

Vassilis C. Gerogiannis, Panos Fitsilis, Achilles D. Kameas

 67-81

Fuzzy and Neuro-Symbolic Approaches to Assessment of Bank Loan Applicants.

Ioannis Hatzilygeroudis, Jim Prentzas

 82-91

Comparison of Fuzzy Operators for IF-Inference Systems of Takagi-Sugeno Type in Ozone Prediction.

Vladimír Olej, Petr Hájek

 92-97

LQR-Mapped Fuzzy Controller Applied to Attitude Stabilization of a Power-Aided-Unicycle.

Ping-Ho Chen, Wei-Hsiu Hsu, Ding-Shinan Fong

 98-103

Optimal Fuzzy Controller Mapped from LQR under Power and Torque Constraints.

Ping-Ho Chen, Kuang-Yow Lian

 104-109

Learning and Novel Algorithms

A New Criterion for Clusters Validation.

Hosein Alizadeh, Behrouz Minaei, Hamid Parvin

 110-115

Modeling and Dynamic Analysis on Animals' Repeated Learning Process.

Mu Lin, Jinqiao Yang, Bin Xu

 116-121

Generalized Bayesian Pursuit: A Novel Scheme for Multi-Armed Bernoulli Bandit Problems.

Xuan Zhang, B. John Oommen, Ole-Christoffer Granmo

 122-131

Recurrent and Radial Basis Function ANN

A Multivalued Recurrent Neural Network for the Quadratic Assignment Problem.

Gracián Triviño, José Muñoz, Enrique Domínguez

 132-140

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.

Kyriaki Kitikidou, Lazaros S. Iliadis

 141-149

Machine Learning

Elicitation of User Preferences via Incremental Learning in a Declarative Modelling Environment.

Georgios Bardis, Vassilios Golfinopoulos, Dimitrios Makris, Georgios Miaoulis, Dimitri Plemenos

 150-158

Predicting Postgraduate Students' Performance Using Machine Learning Techniques.

Maria Koutina, Katia Lida Kermanidis

 159-168

Generic Algorithms

Intelligent Software Project Scheduling and Team Staffing with Genetic Algorithms.

Constantinos Stylianou, Andreas S. Andreou

 169-178

Data Mining

Comparative Analysis of Content-Based and Context-Based Similarity on Musical Data.

Costas Boletsis, A. Gratsani, Dimitra Chasanidou, Ioannis Karydis, Katia Kermanidis

 179-189

Learning Shallow Syntactic Dependencies from Imbalanced Datasets: A Case Study in Modern Greek and English.

Argiro Karozou, Katia Lida Kermanidis

 190-195

A Random Forests Text Transliteration System for Greek Digraphia.

Alexandros Panteli, Manolis Maragoudakis

 196-201

Acceptability in Timed Frameworks with Intermittent Arguments.

Maria Laura Cobo, Diego C. Martínez, Guillermo Ricardo Simari

 202-211

Object Oriented Modelling in Information Systems Based on Related Text Data.

Kolyo Z. Onkov

 212-218

Reinforcement Learning

Ranking Functions in Large State Spaces.

Klaus Häming, Gabriele Peters

 219-228

Web Applications of ANN

Modelling of Web Domain Visits by Radial Basis Function Neural Networks and Support Vector Machine Regression.

Vladimír Olej, Jana Filipová

 229-239

A Framework for Web Page Rank Prediction.

Elli Voudigari, John Pavlopoulos, Michalis Vazirgiannis

 240-249

Towards a Semantic Calibration of Lexical Word via EEG.

Marios Poulos

 250-258

Medical Applications of ANN and Ethics of AI

Data Mining Tools Used in Deep Brain Stimulation - Analysis Results.

Oana Geman

 259-264

Reliable Probabilistic Prediction for Medical Decision Support.

Harris Papadopoulos

 265-274

Cascaded Window Memoization for Medical Imaging.

Farzad Khalvati, Mehdi Kianpour, Hamid R. Tizhoosh

 275-284

Fast Background Elimination in Fluorescence Microbiology Images: Comparison of Four Algorithms.

Shan Gong, Antonio Artés-Rodríguez

 285-290

Experimental Verification of the Effectiveness of Mammography Testing Description's Standardization.

Teresa Podsiadly-Marczykowska, Rafal Zawislak

 291-296

Ethical Issues of Artificial Biomedical Applications.

Athanasios Alexiou, Maria Psixa, Panagiotis Vlamos

 297-302

Environmental and Earth Applications of AI

ECOTRUCK: An Agent System for Paper Recycling.

Nikolaos Bezirgiannis, Ilias Sakellariou

 303-312

Prediction of CO and NOx Levels in Mexico City Using Associative Models.

Amadeo José Argüelles-Cruz, Cornelio Yáñez, Itzamá López-Yáñez, Oscar Camacho Nieto

 313-322

Neural Network Approach to Water-Stressed Crops Detection Using Multispectral WorldView-2 Satellite Imagery.

Dubravko Culibrk, Predrag Lugonja, Vladan Minic, Vladimir S. Crnojevic

 323-331

A Generalized Fuzzy-Rough Set Application for Forest Fire Risk Estimation Feature Reduction.

Theocharis Tsataltzinos, Lazaros S. Iliadis, Stefanos Spartalis

 332-341

Pollen Classification Based on Geometrical, Descriptors and Colour Features Using Decorrelation Stretching Method.

Jaime Roberto Ticay-Rivas, Marcos del Pozo-Baños, Carlos M. Travieso, Jorge Arroyo-Hernández, Santiago T. Pérez, Jesús B. Alonso, Federico Mora-Mora

 342-349

Computational Intelligence in Software Engineering (CISE) Workshop

Global Optimization of Analogy-Based Software Cost Estimation with Genetic Algorithms.

Dimitrios Milios, Ioannis Stamelos, Christos Chatzibagias

 350-359

The Impact of Sampling and Rule Set Size on Generated Fuzzy Inference System Predictive Accuracy: Analysis of a Software Engineering Data Set.

Stephen G. MacDonell

 360-369

Intelligent Risk Identification and Analysis in IT Network Systems.

Masoud Mohammadian

 370-377

Benchmark Generator for Software Testers.

Javier Ferrer, Francisco Chicano, Enrique Alba

 378-388

Automated Classification of Medical-Billing Data.

R. Crandall, K. J. Lynagh, T. Mehoke, N. Pepper

 389-399

Artificial Intelligence Applications in Biomedicine (AIAB) Workshop

Brain White Matter Lesions Classification in Multiple Sclerosis Subjects for the Prognosis of Future Disability.

Christos P. Loizou, Efthyvoulos C. Kyriacou, Ioannis Seimenis, Marios Pantziaris, Christodoulos S. Christodoulou, Constantinos S. Pattichis

 400-409

Using Argumentation for Ambient Assisted Living.

Julien Marcais, Nikolaos I. Spanoudakis, Pavlos Moraitis

 410-419

Modelling Nonlinear Responses of Resonance Sensors in Pressure Garment Application.

Timo Salpavaara, Pekka Kumpulainen

 420-429

An Adaptable Framework for Integrating and Querying Sensor Data.

Shahina Ferdous, Sarantos Kapidakis, Leonidas Fegaras, Fillia Makedon

 430-438

Feature Selection by Conformal Predictor.

Meng Yang, Ilia Nouretdinov, Zhiyuan Luo, Alex J. Gammerman

 439-448

Applying Conformal Prediction to the Bovine TB Diagnosing.

Dmitry Adamskiy, Ilia Nouretdinov, Andy Mitchell, Nick Coldham, Alexander Gammerman

 449-454

Classifying Ductal Tree Structures Using Topological Descriptors of Branching.

Angeliki Skoura, Vasileios Megalooikonomou, Predrag R. Bakic, Andrew D. A. Maidment

 455-463

Intelligent Selection of Human miRNAs and Mouse mRNAs Related to Obstructive Nephropathy.

Ioannis Valavanis, Panagiotis Moulos, Ilias Maglogiannis, Julie Klein, Joost Schanstra, Aristotelis Chatziioannou

 464-471

Independent Component Clustering for Skin Lesions Characterization.

Sotiris K. Tasoulis, Charalampos N. Doukas, Ilias Maglogiannis, Vassilis P. Plagianakos

 472-482

A Comparison of Venn Machine with Platt's Method in Probabilistic Outputs.

Chenzhe Zhou, Ilia Nouretdinov, Zhiyuan Luo, Dmitry Adamskiy, Luke Randell, Nicholas Coldham, Alexander Gammerman

 483-490