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ORCIDEANN/AIAI 2011: Corfu, Greece
- Lazaros S. Iliadis, Ilias Maglogiannis, Harris Papadopoulos
:
Artificial Intelligence Applications and Innovations - 12th INNS EANN-SIG International Conference, EANN 2011 and 7th IFIP WG 12.5 International Conference, AIAI 2011, Corfu, Greece, September 15-18, 2011, Proceedings, Part II. IFIP Advances in Information and Communication Technology 364, Springer 2011, ISBN 978-3-642-23959-5
Computer Vision and Robotics
- Genci Capi, Hideki Toda, Shin-ichiro Kaneko:
Real Time Robot Policy Adaptation Based on Intelligent Algorithms. 1-10 - Olivier L. Georgeon, Mark A. Cohen, Amélie Cordier:
A Model and Simulation of Early-Stage Vision as a Developmental Sensorimotor Process. 11-16 - Aristeidis Tsitiridis, Peter W. T. Yuen, Izzati Ibrahim, Umar Soori, Tong Chen, Kan Hong, Zhengjie Wang, David James, Mark A. Richardson:
Enhanced Object Recognition in Cortex-Like Machine Vision. 17-26
Classification - Pattern Recognition
- Zacharias Voulgaris:
A New Discernibility Metric and Its Application on Pattern Classification and Feature Evaluation. 27-35
Financial and Management Applications of AI
- Vasileios Papavasileiou, Athanasios K. Tsadiras:
Time Variations of Association Rules in Market Basket Analysis. 36-44 - Pedro Evangelista, Jorge Henrique Martins de Pinho, Emanuel J. V. Gonçalves, Paulo Maia, João Luís Ferreira Sobral, Miguel Francisco de Almeida Pereira da Rocha:
A Software Platform for Evolutionary Computation with Pluggable Parallelism and Quality Assurance. 45-50 - Amin Hosseinian Far, Elias Pimenidis, Hamid Jahankhani, D. C. Wijeyesekera:
Financial Assessment of London Plan Policy 4A.2 by Probabilistic Inference and Influence Diagrams. 51-60 - Ayda Kaddoussi, Nesrine Zoghlami, Hayfa Zgaya, Slim Hammadi, Francis Bretaudeau:
Disruption Management Optimization for Military Logistics. 61-66
Fuzzy Systems
- Vassilis C. Gerogiannis, Panos Fitsilis, Achilles D. Kameas:
Using a Combined Intuitionistic Fuzzy Set-TOPSIS Method for Evaluating Project and Portfolio Management Information Systems. 67-81 - Ioannis Hatzilygeroudis, Jim Prentzas:
Fuzzy and Neuro-Symbolic Approaches to Assessment of Bank Loan Applicants. 82-91 - Vladimír Olej, Petr Hájek:
Comparison of Fuzzy Operators for IF-Inference Systems of Takagi-Sugeno Type in Ozone Prediction. 92-97 - Ping-Ho Chen, Wei-Hsiu Hsu, Ding-Shinan Fong:
LQR-Mapped Fuzzy Controller Applied to Attitude Stabilization of a Power-Aided-Unicycle. 98-103 - Ping-Ho Chen, Kuang-Yow Lian:
Optimal Fuzzy Controller Mapped from LQR under Power and Torque Constraints. 104-109
Learning and Novel Algorithms
- Hosein Alizadeh, Behrouz Minaei, Hamid Parvin:
A New Criterion for Clusters Validation. 110-115 - Mu Lin, Jinqiao Yang, Bin Xu:
Modeling and Dynamic Analysis on Animals' Repeated Learning Process. 116-121 - Xuan Zhang, B. John Oommen, Ole-Christoffer Granmo:
Generalized Bayesian Pursuit: A Novel Scheme for Multi-Armed Bernoulli Bandit Problems. 122-131
Recurrent and Radial Basis Function ANN
- Gracián Triviño, José Muñoz, Enrique Domínguez:
A Multivalued Recurrent Neural Network for the Quadratic Assignment Problem. 132-140 - Kyriaki Kitikidou, Lazaros S. Iliadis:
Employing a Radial-Basis Function Artificial Neural Network to Classify Western and Transition European Economies Based on the Emissions of Air Pollutants and on Their Income. 141-149
Machine Learning
- Georgios Bardis, Vassilios Golfinopoulos, Dimitrios Makris, Georgios Miaoulis, Dimitri Plemenos:
Elicitation of User Preferences via Incremental Learning in a Declarative Modelling Environment. 150-158 - Maria Koutina, Katia Lida Kermanidis:
Predicting Postgraduate Students' Performance Using Machine Learning Techniques. 159-168
Generic Algorithms
- Constantinos Stylianou, Andreas S. Andreou:
Intelligent Software Project Scheduling and Team Staffing with Genetic Algorithms. 169-178
Data Mining
- Costas Boletsis, A. Gratsani, Dimitra Chasanidou, Ioannis Karydis, Katia Kermanidis:
Comparative Analysis of Content-Based and Context-Based Similarity on Musical Data. 179-189 - Argiro Karozou, Katia Lida Kermanidis:
Learning Shallow Syntactic Dependencies from Imbalanced Datasets: A Case Study in Modern Greek and English. 190-195 - Alexandros Panteli, Manolis Maragoudakis:
A Random Forests Text Transliteration System for Greek Digraphia. 196-201 - Maria Laura Cobo, Diego C. Martínez, Guillermo Ricardo Simari:
Acceptability in Timed Frameworks with Intermittent Arguments. 202-211 - Kolyo Z. Onkov:
Object Oriented Modelling in Information Systems Based on Related Text Data. 212-218
Reinforcement Learning
- Klaus Häming, Gabriele Peters:
Ranking Functions in Large State Spaces. 219-228
Web Applications of ANN
- Vladimír Olej, Jana Filipová:
Modelling of Web Domain Visits by Radial Basis Function Neural Networks and Support Vector Machine Regression. 229-239 - Elli Voudigari, John Pavlopoulos, Michalis Vazirgiannis:
A Framework for Web Page Rank Prediction. 240-249 - Marios Poulos:
Towards a Semantic Calibration of Lexical Word via EEG. 250-258
Medical Applications of ANN and Ethics of AI
- Oana Geman:
Data Mining Tools Used in Deep Brain Stimulation - Analysis Results. 259-264 - Harris Papadopoulos:
Reliable Probabilistic Prediction for Medical Decision Support. 265-274 - Farzad Khalvati, Mehdi Kianpour, Hamid R. Tizhoosh:
Cascaded Window Memoization for Medical Imaging. 275-284 - Shan Gong, Antonio Artés-Rodríguez:
Fast Background Elimination in Fluorescence Microbiology Images: Comparison of Four Algorithms. 285-290 - Teresa Podsiadly-Marczykowska, Rafal Zawislak:
Experimental Verification of the Effectiveness of Mammography Testing Description's Standardization. 291-296 - Athanasios Alexiou, Maria Psixa, Panagiotis Vlamos:
Ethical Issues of Artificial Biomedical Applications. 297-302
Environmental and Earth Applications of AI
- Nikolaos Bezirgiannis, Ilias Sakellariou:
ECOTRUCK: An Agent System for Paper Recycling. 303-312 - Amadeo José Argüelles-Cruz, Cornelio Yáñez, Itzamá López-Yáñez, Oscar Camacho Nieto:
Prediction of CO and NOx Levels in Mexico City Using Associative Models. 313-322 - Dubravko Culibrk, Predrag Lugonja, Vladan Minic, Vladimir S. Crnojevic:
Neural Network Approach to Water-Stressed Crops Detection Using Multispectral WorldView-2 Satellite Imagery. 323-331 - Theocharis Tsataltzinos, Lazaros S. Iliadis, Stefanos Spartalis:
A Generalized Fuzzy-Rough Set Application for Forest Fire Risk Estimation Feature Reduction. 332-341 - Jaime Roberto Ticay-Rivas, Marcos del Pozo-Baños, Carlos M. Travieso, Jorge Arroyo-Hernández, Santiago T. Pérez, Jesús B. Alonso, Federico Mora-Mora:
Pollen Classification Based on Geometrical, Descriptors and Colour Features Using Decorrelation Stretching Method. 342-349
Computational Intelligence in Software Engineering (CISE) Workshop
- Dimitrios Milios, Ioannis Stamelos, Christos Chatzibagias:
Global Optimization of Analogy-Based Software Cost Estimation with Genetic Algorithms. 350-359 - Stephen G. MacDonell:
The Impact of Sampling and Rule Set Size on Generated Fuzzy Inference System Predictive Accuracy: Analysis of a Software Engineering Data Set. 360-369 - Masoud Mohammadian:
Intelligent Risk Identification and Analysis in IT Network Systems. 370-377 - Javier Ferrer, Francisco Chicano, Enrique Alba:
Benchmark Generator for Software Testers. 378-388 - Richard E. Crandall, K. J. Lynagh, T. Mehoke, N. Pepper:
Automated Classification of Medical-Billing Data. 389-399
Artificial Intelligence Applications in Biomedicine (AIAB) Workshop
- Christos P. Loizou, Efthyvoulos C. Kyriacou, Ioannis Seimenis, Marios Pantziaris, Christodoulos S. Christodoulou, Constantinos S. Pattichis:
Brain White Matter Lesions Classification in Multiple Sclerosis Subjects for the Prognosis of Future Disability. 400-409 - Julien Marcais, Nikolaos I. Spanoudakis, Pavlos Moraitis:
Using Argumentation for Ambient Assisted Living. 410-419 - Timo Salpavaara, Pekka Kumpulainen:
Modelling Nonlinear Responses of Resonance Sensors in Pressure Garment Application. 420-429 - Shahina Ferdous, Sarantos Kapidakis, Leonidas Fegaras, Fillia Makedon:
An Adaptable Framework for Integrating and Querying Sensor Data. 430-438 - Meng Yang, Ilia Nouretdinov, Zhiyuan Luo, Alex Gammerman:
Feature Selection by Conformal Predictor. 439-448 - Dmitry Adamskiy, Ilia Nouretdinov, Andy Mitchell, Nick Coldham, Alex Gammerman:
Applying Conformal Prediction to the Bovine TB Diagnosing. 449-454 - Angeliki Skoura, Vasileios Megalooikonomou, Predrag R. Bakic, Andrew D. A. Maidment:
Classifying Ductal Tree Structures Using Topological Descriptors of Branching. 455-463 - Ioannis Valavanis, Panagiotis Moulos, Ilias Maglogiannis, Julie Klein, Joost Schanstra, Aristotelis Chatziioannou:
Intelligent Selection of Human miRNAs and Mouse mRNAs Related to Obstructive Nephropathy. 464-471 - Sotiris K. Tasoulis, Charalampos N. Doukas, Ilias Maglogiannis, Vassilis P. Plagianakos:
Independent Component Clustering for Skin Lesions Characterization. 472-482 - Chenzhe Zhou, Ilia Nouretdinov, Zhiyuan Luo, Dmitry Adamskiy, Luke Randell, Nicholas Coldham, Alex Gammerman:
A Comparison of Venn Machine with Platt's Method in Probabilistic Outputs. 483-490
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