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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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