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


Computer Vision and Robotics

Real Time Robot Policy Adaptation Based on Intelligent Algorithms.

Genci Capi, Hideki Toda, Shin-ichiro Kaneko


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

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


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


Classification - Pattern Recognition

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

Zacharias Voulgaris


Financial and Management Applications of AI

Time Variations of Association Rules in Market Basket Analysis.

Vasileios Papavasileiou, Athanasios K. Tsadiras


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


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

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


Disruption Management Optimization for Military Logistics.

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


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


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

Ioannis Hatzilygeroudis, Jim Prentzas


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

Vladimír Olej, Petr Hájek


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

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


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

Ping-Ho Chen, Kuang-Yow Lian


Learning and Novel Algorithms

A New Criterion for Clusters Validation.

Hosein Alizadeh, Behrouz Minaei, Hamid Parvin


Modeling and Dynamic Analysis on Animals' Repeated Learning Process.

Mu Lin, Jinqiao Yang, Bin Xu


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

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


Recurrent and Radial Basis Function ANN

A Multivalued Recurrent Neural Network for the Quadratic Assignment Problem.

Gracián Triviño, José Muñoz, Enrique Domínguez


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


Machine Learning

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

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


Predicting Postgraduate Students' Performance Using Machine Learning Techniques.

Maria Koutina, Katia Lida Kermanidis


Generic Algorithms

Intelligent Software Project Scheduling and Team Staffing with Genetic Algorithms.

Constantinos Stylianou, Andreas S. Andreou


Data Mining

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

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


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

Argiro Karozou, Katia Lida Kermanidis


A Random Forests Text Transliteration System for Greek Digraphia.

Alexandros Panteli, Manolis Maragoudakis


Acceptability in Timed Frameworks with Intermittent Arguments.

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


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

Kolyo Z. Onkov


Reinforcement Learning

Ranking Functions in Large State Spaces.

Klaus Häming, Gabriele Peters


Web Applications of ANN

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

Vladimír Olej, Jana Filipová


A Framework for Web Page Rank Prediction.

Elli Voudigari, John Pavlopoulos, Michalis Vazirgiannis


Towards a Semantic Calibration of Lexical Word via EEG.

Marios Poulos


Medical Applications of ANN and Ethics of AI

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

Oana Geman


Reliable Probabilistic Prediction for Medical Decision Support.

Harris Papadopoulos


Cascaded Window Memoization for Medical Imaging.

Farzad Khalvati, Mehdi Kianpour, Hamid R. Tizhoosh


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

Shan Gong, Antonio Artés-Rodríguez


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

Teresa Podsiadly-Marczykowska, Rafal Zawislak


Ethical Issues of Artificial Biomedical Applications.

Athanasios Alexiou, Maria Psixa, Panagiotis Vlamos


Environmental and Earth Applications of AI

ECOTRUCK: An Agent System for Paper Recycling.

Nikolaos Bezirgiannis, Ilias Sakellariou


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

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


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

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


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

Theocharis Tsataltzinos, Lazaros S. Iliadis, Stefanos Spartalis


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


Computational Intelligence in Software Engineering (CISE) Workshop

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

Dimitrios Milios, Ioannis Stamelos, Christos Chatzibagias


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


Intelligent Risk Identification and Analysis in IT Network Systems.

Masoud Mohammadian


Benchmark Generator for Software Testers.

Javier Ferrer, Francisco Chicano, Enrique Alba


Automated Classification of Medical-Billing Data.

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


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


Using Argumentation for Ambient Assisted Living.

Julien Marcais, Nikolaos I. Spanoudakis, Pavlos Moraitis


Modelling Nonlinear Responses of Resonance Sensors in Pressure Garment Application.

Timo Salpavaara, Pekka Kumpulainen


An Adaptable Framework for Integrating and Querying Sensor Data.

Shahina Ferdous, Sarantos Kapidakis, Leonidas Fegaras, Fillia Makedon


Feature Selection by Conformal Predictor.

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


Applying Conformal Prediction to the Bovine TB Diagnosing.

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


Classifying Ductal Tree Structures Using Topological Descriptors of Branching.

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


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

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


Independent Component Clustering for Skin Lesions Characterization.

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


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