How Artificial Intelligence May Be Applied in Real World Situations.

Zbigniew Michalewicz

 1

Modern Machine Learning Techniques and Their Applications to Medical Diagnostics.

Alexander Gammerman

 2

Innovative Applications of Artificial Intelligence Techniques in Software Engineering.

Masoud Mohammadian

 3

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

A Generic Tool for Building Fuzzy Cognitive Map Systems.

Maria Papaioannou, Costas Neocleous, Anastasis A. Sofokleous, Nicos H. Mateou, Andreas S. Andreou, Christos 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 Kabzinski

 62-69

Lasso: Linkage Analysis of Serious Sexual Offences - A Decision Support System for Crime Analysts and Investigators.

Don Casey, Phillip Burrell

 70-77

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

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 H. Mantzaris, George C. Anastassopoulos, Lazaros S. 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 J. 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 C. Kyriacou, Constantinos S. Pattichis, Marios S. Pattichis, Alexander Gammerman, Andrew Nicolaides

 146-153

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 N. Flaounas, Nello Cristianini

 179-186

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 N. Batanov

 219-229

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, Élise 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

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 Natesan Ramamurthy, Andreas Spanias

 270-277

Towards Stock Market Data Mining Using Enriched Random Forests from Textual Resources and Technical Indicators.

Manolis Maragoudakis, Dimitrios N. 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

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 Bankovic, David Fraga, José Manuel Moya, Juan Carlos Vallejo, Álvaro Araujo, Pedro Malagón, Juan-Mariano de 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

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.

Björn 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

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 S. Iliadis, Stergios Skopianos, Stavros Tachos, Stefanos Spartalis

 376-386

Evolutionary Prediction of Total Electron Content over Cyprus.

Alexandros Agapitos, Andreas Konstantinidis 0002, 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 S. Iliadis

 395-402