Table of Contents
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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 |
