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ORCIDAIAI 2010: Larnaca, Cyprus
- Harris Papadopoulos
, Andreas S. Andreou, Max Bramer:
Artificial Intelligence Applications and Innovations - 6th IFIP WG 12.5 International Conference, AIAI 2010, Larnaca, Cyprus, October 6-7, 2010. Proceedings. IFIP Advances in Information and Communication Technology 339, Springer 2010, ISBN 978-3-642-16238-1
Invited Talks
- Zbigniew Michalewicz:
How Artificial Intelligence May Be Applied in Real World Situations. 1 - Alexander Gammerman:
Modern Machine Learning Techniques and Their Applications to Medical Diagnostics. 2 - Masoud Mohammadian:
Innovative Applications of Artificial Intelligence Techniques in Software Engineering. 3
Machine Learning
- Fedor Zhdanov, Yuri Kalnishkan:
Linear Probability Forecasting. 4-11 - Olga Georgiou, Nicolas Tsapatsoulis:
The Importance of Similarity Metrics for Representative Users Identification in Recommender Systems. 12-21 - Angelos I. Markos, Manolis G. Vozalis, Konstantinos G. Margaritis:
An Optimal Scaling Approach to Collaborative Filtering Using Categorical Principal Component Analysis and Neighborhood Formation. 22-29 - Marios Poulos, Vassilios S. Belesiotis, Nikolaos Alexandris:
A Classroom Observation Model Fitted to Stochastic and Probabilistic Decision Systems. 30-36 - Dmitry Devetyarov, Ilia Nouretdinov:
Prediction with Confidence Based on a Random Forest Classifier. 37-44
Fuzzy Logic Techniques
- Maria Papaioannou, Costas Neocleous, Anastasis A. Sofokleous, Nicos H. Mateou, Andreas S. Andreou, Christos N. Schizas:
A Generic Tool for Building Fuzzy Cognitive Map Systems. 45-52 - D. Vijay Rao, Jasleen Kaur:
A Fuzzy Rule-Based Approach to Design Game Rules in a Mission Planning and Evaluation System. 53-61 - Jacek Kabzinski:
One-Dimensional Linear Local Prototypes for Effective Selection of Neuro-Fuzzy Sugeno Model Initial Structure. 62-69 - Don Casey, Phillip Burrell:
Lasso: Linkage Analysis of Serious Sexual Offences - A Decision Support System for Crime Analysts and Investigators. 70-77
Evolutionary Computation
- Maria A. Antoniou, Efstratios F. Georgopoulos, Konstantinos A. Theofilatos, Spiridon D. Likothanassis:
Forecasting Euro - United States Dollar Exchange Rate with Gene Expression Programming. 78-85 - Bert Bonte, Bart Wyns:
Automatically Designing Robot Controllers and Sensor Morphology with Genetic Programming. 86-93 - Gerrit K. Janssens, José Maria Pangilinan:
Multiple Criteria Performance Analysis of Non-dominated Sets Obtained by Multi-objective Evolutionary Algorithms for Optimisation. 94-103 - Nikos D. Lagaros, Dimos C. Charmpis:
Efficiency and Robustness of Three Metaheuristics in the Framework of Structural Optimization. 104-111
Medical Informatics and Biomedical Engineering
- Rupa Jagannathan, Sanja Petrovic, Angela McKenna, Louise Newton:
A Fuzzy Non-linear Similarity Measure for Case-Based Reasoning Systems for Radiotherapy Treatment Planning. 112-119 - Dimitrios H. Mantzaris, George C. Anastassopoulos, Lazaros S. Iliadis, Konstantinos Kazakos, Harris Papadopoulos:
A Soft Computing Approach for Osteoporosis Risk Factor Estimation. 120-127 - Michalis Agathocleous, Georgia Christodoulou, Vasilis J. Promponas, Chris Christodoulou, Vassilis Vassiliades, Antonis Antoniou:
Protein Secondary Structure Prediction with Bidirectional Recurrent Neural Nets: Can Weight Updating for Each Residue Enhance Performance? 128-137 - Stamos Katsigiannis, Eystratios G. Keramidas, Dimitris Maroulis:
Contourlet Transform for Texture Representation of Ultrasound Thyroid Images. 138-145 - Antonis Lambrou, Harris Papadopoulos, Efthyvoulos C. Kyriacou, Constantinos S. Pattichis, Marios S. Pattichis, Alexander Gammerman, Andrew Nicolaides:
Assessment of Stroke Risk Based on Morphological Ultrasound Image Analysis with Conformal Prediction. 146-153
Text Mining and Natural Language Processing
- Maya Carrillo, Aurelio López-López:
Concept Based Representations as Complement of Bag of Words in Information Retrieval. 154-161 - Omar Ali, Nello Cristianini:
Information Fusion for Entity Matching in Unstructured Data. 162-169 - Themistoklis Chronopoulos, Isidoros Perikos, Ioannis Hatzilygeroudis:
An Example-Tracing Tutor for Teaching NL to FOL Conversion. 170-178 - Elena Hensinger, Ilias N. Flaounas, Nello Cristianini:
Learning the Preferences of News Readers with SVM and Lasso Ranking. 179-186
Knowledge Representation and Reasoning
- Quratulain Rajput, Sajjad Haider:
A Comparison of Two Ontology-Based Semantic Annotation Frameworks. 187-194 - Ioannis Hatzilygeroudis, Konstantinos Kovas:
A Tool for Automatic Creation of Rule-Based Expert Systems with CFs. 195-202 - Yingjie Song, Rong Chen:
Non-standard Reasoning Services for the Verification of DAML+OIL Ontologies. 203-210 - Yaqing Liu, Rong Chen, Hong Yang:
Algorithms for the Reconciliation of Ontologies in Open Environments. 211-218 - Dencho N. Batanov:
Knowledge-Based Support for Software Engineering. 219-229
Planning and Scheduling
- Christoforos Charalambous, Krzysztof Fleszar, Khalil S. Hindi:
A Hybrid Searching Method for the Unrelated Parallel Machine Scheduling Problem. 230-237 - Paul Pitiot, Michel Aldanondo, Élise Vareilles, Paul Gaborit, Meriem Djefel, Claude Baron:
Aiding Interactive Configuration and Planning: A Constraint and Evolutionary Approach. 238-245 - Alex Magalhães, Lau Cheuk Lung, Luciana Rech:
Decentralized Services Orchestration Using Intelligent Mobile Agents with Deadline Restrictions. 246-253 - Georgios Siamantas, Konstantinos Gatsis, Anthony Tzes:
Mobile Robot-Assisted Cellular Environment Coverage. 254-261
Feature Selection and Dimensionality Reduction
- Zacharias Voulgaris, Chris Sconyers:
A Novel Feature Selection Method for Fault Diagnosis. 262-269 - Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias:
Dimensionality Reduction for Distance Based Video Clustering. 270-277 - Manolis Maragoudakis, Dimitrios N. Serpanos:
Towards Stock Market Data Mining Using Enriched Random Forests from Textual Resources and Technical Indicators. 278-286 - Efi Papatheocharous, Andreas S. Andreou:
On the Problem of Attribute Selection for Software Cost Estimation: Input Backward Elimination Using Artificial Neural Networks. 287-294
Engineering Intelligent Systems
- Charalampos Doukas, Ilias Maglogiannis:
A Fast Mobile Face Recognition System for Android OS Based on Eigenfaces Decomposition. 295-302 - Ilia Nouretdinov, Guang Li, Alexander Gammerman, Zhiyuan Luo:
Application of Conformal Predictors to Tea Classification Based on Electronic Nose. 303-310 - Zorana Bankovic, David Fraga, José Manuel Moya, Juan Carlos Vallejo, Álvaro Araujo, Pedro Malagón, Juan-Mariano de Goyeneche, Daniel Villanueva, Elena Romero, Javier Blesa:
Detecting and Confining Sybil Attack in Wireless Sensor Networks Based on Reputation Systems Coupled with Self-organizing Maps. 311-318 - Lina Hong, Rong Chen:
Statistical Fault Localization with Reduced Program Runs. 319-327 - Deane Larkman, Masoud Mohammadian, Bala M. Balachandran, Ric Jentzsch:
Fuzzy Cognitive Map for Software Testing Using Artificial Intelligence Techniques. 328-335
Intelligent User Environments and HCI
- Sofia Zaidenberg, Patrick Reignier, Nadine Mandran:
Learning User Preferences in Ubiquitous Systems: A User Study and a Reinforcement Learning Approach. 336-343 - Björn Zenker:
Decision Oriented Programming in HCI: The Multi-Attribute Decision Language MADL. 344-351 - Rémi Barraquand, Patrick Reignier:
Investigating the Role of Mutual Cognitive Environment for End-User Programming. 352-359 - Andreas Lanitis, Nicolas Tsapatsoulis:
On the Quantification of Aging Effects on Biometric Features. 360-367
Environmental Modeling
- Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas:
Fuzzy Inference Systems for Automatic Classification of Earthquake Damages. 368-375 - Lazaros S. Iliadis, Stergios Skopianos, Stavros Tachos, Stefanos Spartalis:
A Fuzzy Inference System Using Gaussian Distribution Curves for Forest Fire Risk Estimation. 376-386 - Alexandros Agapitos, Andreas Konstantinidis, Haris Haralambous, Harris Papadopoulos:
Evolutionary Prediction of Total Electron Content over Cyprus. 387-394 - Kyriaki Kitikidou, Lazaros S. Iliadis:
A Multi-layer Perceptron Neural Network to Predict Air Quality through Indicators of Life Quality and Welfare. 395-402
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