Full Text Documents

Search


Table of Contents
Artificial Intelligence Applications and Innovations
Harris Papadopoulos, Andreas Andreou, Max Bramer
Front Matter

Invited Talks


How Artificial Intelligence May Be Applied in Real World Situations
Zbigniew Michalewicz
1-1
Modern Machine Learning Techniques and Their Applications to Medical Diagnostics
Alexander Gammerman
2-2
Innovative Applications of Artificial Intelligence Techniques in Software Engineering
Masoud Mohammadian
3-3

Machine Learning


Linear Probability Forecasting
Fedor Zhdanov, Yuri Kalnishkan
4-11
The Importance of Similarity Metrics for Representative Users Identification in Recommender Systems
Olga Georgiou, Nicolas Tsapatsoulis
12-21
An Optimal Scaling Approach to Collaborative Filtering Using Categorical Principal Component Analysis and Neighborhood Formation
Angelos I. Markos, Manolis G. Vozalis, Konstantinos G. Margaritis
22-29
A Classroom Observation Model Fitted to Stochastic and Probabilistic Decision Systems
Marios Poulos, Vassilios S. Belesiotis, Nikolaos Alexandris
30-36
Prediction with Confidence Based on a Random Forest Classifier
Dmitry Devetyarov, Ilia Nouretdinov
37-44

Fuzzy Logic Techniques


A Generic Tool for Building Fuzzy Cognitive Map Systems
Maria Papaioannou, Costas Neocleous, Anastasis Sofokleous, Nicos Mateou, Andreas Andreou, Christos N. Schizas
45-52
A Fuzzy Rule-Based Approach to Design Game Rules in a Mission Planning and Evaluation System
D. Vijay Rao, Jasleen Kaur
53-61
One-Dimensional Linear Local Prototypes for Effective Selection of Neuro-Fuzzy Sugeno Model Initial Structure
Jacek Kabziński
62-69
Lasso: Linkage Analysis of Serious Sexual Offences
Don Casey, Phillip Burrell
70-77

Evolutionary Computation


Forecasting Euro - United States Dollar Exchange Rate with Gene Expression Programming
Maria A. Antoniou, Efstratios F. Georgopoulos, Konstantinos A. Theofilatos, Spiridon D. Likothanassis
78-85
Automatically Designing Robot Controllers and Sensor Morphology with Genetic Programming
Bert Bonte, Bart Wyns
86-93
Multiple Criteria Performance Analysis of Non-dominated Sets Obtained by Multi-objective Evolutionary Algorithms for Optimisation
Gerrit K. Janssens, José Maria Pangilinan
94-103
Efficiency and Robustness of Three Metaheuristics in the Framework of Structural Optimization
Nikos D. Lagaros, Dimos C. Charmpis
104-111

Medical Informatics and Biomedical Engineering


A Fuzzy Non-linear Similarity Measure for Case-Based Reasoning Systems for Radiotherapy Treatment Planning
Rupa Jagannathan, Sanja Petrovic, Angela Mckenna, Louise Newton
112-119
A Soft Computing Approach for Osteoporosis Risk Factor Estimation
Dimitrios Mantzaris, George Anastassopoulos, Lazaros Iliadis, Konstantinos Kazakos, Harris Papadopoulos
120-127
Protein Secondary Structure Prediction with Bidirectional Recurrent Neural Nets: Can Weight Updating for Each Residue Enhance Performance?
Michalis Agathocleous, Georgia Christodoulou, Vasilis Promponas, Chris Christodoulou, Vassilis Vassiliades, Antonis Antoniou
128-137
Contourlet Transform for Texture Representation of Ultrasound Thyroid Images
Stamos Katsigiannis, Eystratios G. Keramidas, Dimitris Maroulis
138-145
Assessment of Stroke Risk Based on Morphological Ultrasound Image Analysis with Conformal Prediction
Antonis Lambrou, Harris Papadopoulos, Efthyvoulos Kyriacou, Constantinos S. Pattichis, Marios S. Pattichis, Alexander Gammerman, Andrew Nicolaides
146-153

Text Mining and Natural Language Processing


Concept Based Representations as Complement of Bag of Words in Information Retrieval
Maya Carrillo, Aurelio López-López
154-161
Information Fusion for Entity Matching in Unstructured Data
Omar Ali, Nello Cristianini
162-169
An Example-Tracing Tutor for Teaching NL to FOL Conversion
Themistoklis Chronopoulos, Isidoros Perikos, Ioannis Hatzilygeroudis
170-178
Learning the Preferences of News Readers with SVM and Lasso Ranking
Elena Hensinger, Ilias Flaounas, Nello Cristianini
179-186

Knowledge Representation and Reasoning


A Comparison of Two Ontology-Based Semantic Annotation Frameworks
Quratulain Rajput, Sajjad Haider
187-194
A Tool for Automatic Creation of Rule-Based Expert Systems with CFs
Ioannis Hatzilygeroudis, Konstantinos Kovas
195-202
Non-standard Reasoning Services for the Verification of DAML+OIL Ontologies
Yingjie Song, Rong Chen
203-210
Algorithms for the Reconciliation of Ontologies in Open Environments
Yaqing Liu, Rong Chen, Hong Yang
211-218
Knowledge-Based Support for Software Engineering
Dencho Batanov
219-229

Planning and Scheduling


A Hybrid Searching Method for the Unrelated Parallel Machine Scheduling Problem
Christoforos Charalambous, Krzysztof Fleszar, Khalil S. Hindi
230-237
Aiding Interactive Configuration and Planning: A Constraint and Evolutionary Approach
Paul Pitiot, Michel Aldanondo, Elise Vareilles, Paul Gaborit, Meriem Djefel, Claude Baron
238-245
Decentralized Services Orchestration Using Intelligent Mobile Agents with Deadline Restrictions
Alex Magalhães, Lau Cheuk Lung, Luciana Rech
246-253
Mobile Robot-Assisted Cellular Environment Coverage
Georgios Siamantas, Konstantinos Gatsis, Antony Tzes
254-261

Feature Selection and Dimensionality Reduction


A Novel Feature Selection Method for Fault Diagnosis
Zacharias Voulgaris, Chris Sconyers
262-269
Dimensionality Reduction for Distance Based Video Clustering
Jayaraman J. Thiagarajan, Karthikeyan N. Ramamurthy, Andreas Spanias
270-277
Towards Stock Market Data Mining Using Enriched Random Forests from Textual Resources and Technical Indicators
Manolis Maragoudakis, Dimitrios Serpanos
278-286
On the Problem of Attribute Selection for Software Cost Estimation: Input Backward Elimination Using Artificial Neural Networks
Efi Papatheocharous, Andreas S. Andreou
287-294

Engineering Intelligent Systems


A Fast Mobile Face Recognition System for Android OS Based on Eigenfaces Decomposition
Charalampos Doukas, Ilias Maglogiannis
295-302
Application of Conformal Predictors to Tea Classification Based on Electronic Nose
Ilia Nouretdinov, Guang Li, Alexander Gammerman, Zhiyuan Luo
303-310
Detecting and Confining Sybil Attack in Wireless Sensor Networks Based on Reputation Systems Coupled with Self-organizing Maps
Zorana Banković, David Fraga, José M. Moya, Juan Carlos Vallejo, Álvaro Araujo, Pedro Malagón, Juan-Mariano Goyeneche, Daniel Villanueva, Elena Romero, Javier Blesa
311-318
Statistical Fault Localization with Reduced Program Runs
Lina Hong, Rong Chen
319-327
Fuzzy Cognitive Map for Software Testing Using Artificial Intelligence Techniques
Deane Larkman, Masoud Mohammadian, Bala Balachandran, Ric Jentzsch
328-335

Intelligent User Environments and HCI


Learning User Preferences in Ubiquitous Systems: A User Study and a Reinforcement Learning Approach
Sofia Zaidenberg, Patrick Reignier, Nadine Mandran
336-343
Decision Oriented Programming in HCI: The Multi-Attribute Decision Language MADL
Bjoern Zenker
344-351
Investigating The Role Of Mutual Cognitive Environment For End-User Programming
Rémi Barraquand, Patrick Reignier
352-359
On the Quantification of Aging Effects on Biometric Features
Andreas Lanitis, Nicolas Tsapatsoulis
360-367

Environmental Modeling


Fuzzy Inference Systems for Automatic Classification of Earthquake Damages
Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas
368-375
A Fuzzy Inference System Using Gaussian Distribution Curves for Forest Fire Risk Estimation
Lazaros Iliadis, Stergios Skopianos, Stavros Tachos, Stefanos Spartalis
376-386
Evolutionary Prediction of Total Electron Content over Cyprus
Alexandros Agapitos, Andreas Konstantinidis, Haris Haralambous, Harris Papadopoulos
387-394
A Multi-layer Perceptron Neural Network to Predict Air Quality through Indicators of Life Quality and Welfare
Kyriaki Kitikidou, Lazaros Iliadis
395-402