index - Artificial Intelligence Applications and Innovations

Table of Contents
Artificial Intelligence Applications and Innovations (Part II) *Lazaros Iliadis, Ilias Maglogiannis, Harris Papadopoulos (Eds.)*	Front Matter
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 Cohen, Amélie Cordier*	11-16
Enhanced Object Recognition in Cortex-Like Machine Vision *Aristeidis Tsitiridis, Peter 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 Tsadiras*	36-44
A Software Platform for Evolutionary Computation with Pluggable Parallelism and Quality Assurance *Pedro Evangelista, Jorge Pinho, Emanuel Gonçalves, Paulo Maia, João Sobral, Miguel 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. Wijeyesekera*	51-60
Disruption Management Optimization for Military Logistics *A. Kaddoussi, H. Zgaya, S. Hammadi, F. Bretaudeau*	61-66
Fuzzy Systems
Using a Combined Intuitionistic Fuzzy Set-TOPSIS Method for Evaluating Project and Portfolio Management Information Systems *Vassilis Gerogiannis, Panos Fitsilis, Achilles 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. 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 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 Kermanidis*	159-168
Generic Algorithms
Intelligent Software Project Scheduling and Team Staffing with Genetic Algorithms *Constantinos Stylianou, Andreas Andreou*	169-178
Data Mining
Comparative Analysis of Content-Based and Context-Based Similarity on Musical Data *C. Boletsis, A. Gratsani, D. Chasanidou, I. Karydis, K. Kermanidis*	179-189
Learning Shallow Syntactic Dependencies from Imbalanced Datasets: A Case Study in Modern Greek and English *Argiro Karozou, Katia 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 Cobo, Diego Martinez, Guillermo Simari*	202-211
Object Oriented Modelling in Information Systems Based on Related Text Data *Kolyo 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 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 Podsiadły-Marczykowska, Rafał Zawiślak*	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 Argüelles, Cornelio Yáñez, Itzamá López, Oscar Camacho*	313-322
Neural Network Approach to Water-Stressed Crops Detection Using Multispectral WorldView-2 Satellite Imagery *Dubravko Ćulibrk, Predrag Lugonja, Vladan Minić, Vladimir Crnojević*	323-331
A Generalized Fuzzy-Rough Set Application for Forest Fire Risk Estimation Feature Reduction *T. Tsataltzinos, L. Iliadis, S. Spartalis*	332-341
Pollen Classification Based on Geometrical, Descriptors and Colour Features Using Decorrelation Stretching Method *Jaime Ticay-Rivas, Marcos Pozo-Baños, Carlos Travieso, Jorge Arroyo-Hernández, Santiago Pérez, Jesús 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 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. 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 Loizou, Efthyvoulos Kyriacou, Ioannis Seimenis, Marios Pantziaris, Christodoulos Christodoulou, Constantinos Pattichis*	400-409
Using Argumentation for Ambient Assisted Living *Julien Marcais, Nikolaos 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 Gammerman*	439-448
Applying Conformal Prediction to the Bovine TB Diagnosing *Dmitry Adamskiy, Ilia Nouretdinov, Andy Mitchell, Nick Coldham, Alex Gammerman*	449-454
Classifying Ductal Tree Structures Using Topological Descriptors of Branching *Angeliki Skoura, Vasileios Megalooikonomou, Predrag Bakic, Andrew Maidment*	455-463
Intelligent Selection of Human miRNAs and Mouse mRNAs Related to Obstructive Nephropathy *Ioannis Valavanis, P. Moulos, Ilias Maglogiannis, Julie Klein, Joost Schanstra, Aristotelis Chatziioannou*	464-471
Independent Component Clustering for Skin Lesions Characterization *S. Tasoulis, C. Doukas, I. Maglogiannis, V. 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, Nick Coldham, Alex Gammerman*	483-490

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Computer Vision and Robotics

Classification - Pattern Recognition

Financial and Management Applications of AI

Fuzzy Systems

Learning and Novel Algorithms

Recurrent and Radial Basis Function ANN

Machine Learning

Generic Algorithms

Data Mining

Reinforcement Learning

Web Applications of ANN

Medical Applications of ANN and Ethics of AI

Environmental and Earth Applications of AI

Computational Intelligence in Software Engineering (CISE) Workshop

Artificial Intelligence Applications in Biomedicine (AIAB) Workshop

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