IFIP TC6 Open Digital Library

AIAI 2010: Larnaca, Cyprus

Artificial Intelligence Applications and Innovations - 6th IFIP WG 12.5 International Conference, AIAI 2010, Larnaca, Cyprus, October 6-7, 2010. Proceedings

Harris Papadopoulos, Andreas S. Andreou, Max Bramer

Springer, IFIP Advances in Information and Communication Technology 339, ISBN: 978-3-642-16238-1


Invited Talks

How Artificial Intelligence May Be Applied in Real World Situations.

Zbigniew Michalewicz


Modern Machine Learning Techniques and Their Applications to Medical Diagnostics.

Alexander Gammerman


Innovative Applications of Artificial Intelligence Techniques in Software Engineering.

Masoud Mohammadian


Machine Learning

Linear Probability Forecasting.

Fedor Zhdanov, Yuri Kalnishkan


The Importance of Similarity Metrics for Representative Users Identification in Recommender Systems.

Olga Georgiou, Nicolas Tsapatsoulis


An Optimal Scaling Approach to Collaborative Filtering Using Categorical Principal Component Analysis and Neighborhood Formation.

Angelos I. Markos, Manolis G. Vozalis, Konstantinos G. Margaritis


A Classroom Observation Model Fitted to Stochastic and Probabilistic Decision Systems.

Marios Poulos, Vassilios S. Belesiotis, Nikolaos Alexandris


Prediction with Confidence Based on a Random Forest Classifier.

Dmitry Devetyarov, Ilia Nouretdinov


Fuzzy Logic Techniques

A Generic Tool for Building Fuzzy Cognitive Map Systems.

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


A Fuzzy Rule-Based Approach to Design Game Rules in a Mission Planning and Evaluation System.

D. Vijay Rao, Jasleen Kaur


One-Dimensional Linear Local Prototypes for Effective Selection of Neuro-Fuzzy Sugeno Model Initial Structure.

Jacek Kabzinski


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

Don Casey, Phillip Burrell


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


Automatically Designing Robot Controllers and Sensor Morphology with Genetic Programming.

Bert Bonte, Bart Wyns


Multiple Criteria Performance Analysis of Non-dominated Sets Obtained by Multi-objective Evolutionary Algorithms for Optimisation.

Gerrit K. Janssens, José Maria Pangilinan


Efficiency and Robustness of Three Metaheuristics in the Framework of Structural Optimization.

Nikos D. Lagaros, Dimos C. Charmpis


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


A Soft Computing Approach for Osteoporosis Risk Factor Estimation.

Dimitrios H. Mantzaris, George C. Anastassopoulos, Lazaros S. Iliadis, Konstantinos Kazakos, Harris Papadopoulos


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


Contourlet Transform for Texture Representation of Ultrasound Thyroid Images.

Stamos Katsigiannis, Eystratios G. Keramidas, Dimitris Maroulis


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


Text Mining and Natural Language Processing

Concept Based Representations as Complement of Bag of Words in Information Retrieval.

Maya Carrillo, Aurelio López-López


Information Fusion for Entity Matching in Unstructured Data.

Omar Ali, Nello Cristianini


An Example-Tracing Tutor for Teaching NL to FOL Conversion.

Themistoklis Chronopoulos, Isidoros Perikos, Ioannis Hatzilygeroudis


Learning the Preferences of News Readers with SVM and Lasso Ranking.

Elena Hensinger, Ilias N. Flaounas, Nello Cristianini


Knowledge Representation and Reasoning

A Comparison of Two Ontology-Based Semantic Annotation Frameworks.

Quratulain Rajput, Sajjad Haider


A Tool for Automatic Creation of Rule-Based Expert Systems with CFs.

Ioannis Hatzilygeroudis, Konstantinos Kovas


Non-standard Reasoning Services for the Verification of DAML+OIL Ontologies.

Yingjie Song, Rong Chen


Algorithms for the Reconciliation of Ontologies in Open Environments.

Yaqing Liu, Rong Chen, Hong Yang


Knowledge-Based Support for Software Engineering.

Dencho N. Batanov


Planning and Scheduling

A Hybrid Searching Method for the Unrelated Parallel Machine Scheduling Problem.

Christoforos Charalambous, Krzysztof Fleszar, Khalil S. Hindi


Aiding Interactive Configuration and Planning: A Constraint and Evolutionary Approach.

Paul Pitiot, Michel Aldanondo, Élise Vareilles, Paul Gaborit, Meriem Djefel, Claude Baron


Decentralized Services Orchestration Using Intelligent Mobile Agents with Deadline Restrictions.

Alex Magalhães, Lau Cheuk Lung, Luciana Rech


Mobile Robot-Assisted Cellular Environment Coverage.

Georgios Siamantas, Konstantinos Gatsis, Antony Tzes


Feature Selection and Dimensionality Reduction

A Novel Feature Selection Method for Fault Diagnosis.

Zacharias Voulgaris, Chris Sconyers


Dimensionality Reduction for Distance Based Video Clustering.

Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias


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

Manolis Maragoudakis, Dimitrios N. Serpanos


On the Problem of Attribute Selection for Software Cost Estimation: Input Backward Elimination Using Artificial Neural Networks.

Efi Papatheocharous, Andreas S. Andreou


Engineering Intelligent Systems

A Fast Mobile Face Recognition System for Android OS Based on Eigenfaces Decomposition.

Charalampos Doukas, Ilias Maglogiannis


Application of Conformal Predictors to Tea Classification Based on Electronic Nose.

Ilia Nouretdinov, Guang Li, Alexander Gammerman, Zhiyuan Luo


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


Statistical Fault Localization with Reduced Program Runs.

Lina Hong, Rong Chen


Fuzzy Cognitive Map for Software Testing Using Artificial Intelligence Techniques.

Deane Larkman, Masoud Mohammadian, Bala Balachandran, Ric Jentzsch


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


Decision Oriented Programming in HCI: The Multi-Attribute Decision Language MADL.

Björn Zenker


Investigating the Role of Mutual Cognitive Environment for End-User Programming.

Rémi Barraquand, Patrick Reignier


On the Quantification of Aging Effects on Biometric Features.

Andreas Lanitis, Nicolas Tsapatsoulis


Environmental Modeling

Fuzzy Inference Systems for Automatic Classification of Earthquake Damages.

Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas


A Fuzzy Inference System Using Gaussian Distribution Curves for Forest Fire Risk Estimation.

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


Evolutionary Prediction of Total Electron Content over Cyprus.

Alexandros Agapitos, Andreas Konstantinidis 0002, Haris Haralambous, Harris Papadopoulos


A Multi-layer Perceptron Neural Network to Predict Air Quality through Indicators of Life Quality and Welfare.

Kyriaki Kitikidou, Lazaros S. Iliadis