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
Lazaros S. Iliadis, Ilias Maglogiannis, Harris Papadopoulos
Springer, IFIP Advances in Information and Communication Technology 364, ISBN: 978-3-642-23959-5
Contents
Computer Vision and Robotics
Real Time Robot Policy Adaptation Based on Intelligent Algorithms.
Genci Capi, Hideki Toda, Shin-ichiro Kaneko
1-10
A Model and Simulation of Early-Stage Vision as a Developmental Sensorimotor Process.
Olivier L. Georgeon, Mark A. Cohen, Amélie Cordier
11-16
Enhanced Object Recognition in Cortex-Like Machine Vision.
Aristeidis Tsitiridis, Peter W. T. Yuen, Izzati Ibrahim, Umar Soori, Tong Chen, Kan Hong, Zhengjie Wang, David James, Mark Richardson
17-26
Classification - Pattern Recognition
A New Discernibility Metric and Its Application on Pattern Classification and Feature Evaluation.
Zacharias Voulgaris
27-35
Financial and Management Applications of AI
Time Variations of Association Rules in Market Basket Analysis.
Vasileios Papavasileiou, Athanasios K. Tsadiras
36-44
A Software Platform for Evolutionary Computation with Pluggable Parallelism and Quality Assurance.
Pedro Evangelista, Jorge Henrique Martins de Pinho, Emanuel Gonçalves, Paulo Maia, João Luis Ferreira Sobral, Miguel Francisco de Almeida Pereira da Rocha
45-50
Financial Assessment of London Plan Policy 4A.2 by Probabilistic Inference and Influence Diagrams.
Amin Hosseinian Far, Elias Pimenidis, Hamid Jahankhani, D. C. Wijeyesekera
51-60
Disruption Management Optimization for Military Logistics.
Ayda Kaddoussi, Nesrine Zoghlami, Hayfa Zgaya, Slim Hammadi, Francis Bretaudeau
61-66
Fuzzy Systems
Vassilis C. Gerogiannis, Panos Fitsilis, Achilles D. Kameas
67-81
Fuzzy and Neuro-Symbolic Approaches to Assessment of Bank Loan Applicants.
Ioannis Hatzilygeroudis, Jim Prentzas
82-91
Comparison of Fuzzy Operators for IF-Inference Systems of Takagi-Sugeno Type in Ozone Prediction.
Vladimír Olej, Petr Hájek
92-97
LQR-Mapped Fuzzy Controller Applied to Attitude Stabilization of a Power-Aided-Unicycle.
Ping-Ho Chen, Wei-Hsiu Hsu, Ding-Shinan Fong
98-103
Optimal Fuzzy Controller Mapped from LQR under Power and Torque Constraints.
Ping-Ho Chen, Kuang-Yow Lian
104-109
Learning and Novel Algorithms
Modeling and Dynamic Analysis on Animals' Repeated Learning Process.
Mu Lin, Jinqiao Yang, Bin Xu
116-121
Generalized Bayesian Pursuit: A Novel Scheme for Multi-Armed Bernoulli Bandit Problems.
Xuan Zhang, B. John Oommen, Ole-Christoffer Granmo
122-131
Recurrent and Radial Basis Function ANN
A Multivalued Recurrent Neural Network for the Quadratic Assignment Problem.
Gracián Triviño, José Muñoz, Enrique Domínguez
132-140
Kyriaki Kitikidou, Lazaros S. Iliadis
141-149
Machine Learning
Elicitation of User Preferences via Incremental Learning in a Declarative Modelling Environment.
Georgios Bardis, Vassilios Golfinopoulos, Dimitrios Makris, Georgios Miaoulis, Dimitri Plemenos
150-158
Predicting Postgraduate Students' Performance Using Machine Learning Techniques.
Maria Koutina, Katia Lida Kermanidis
159-168
Generic Algorithms
Intelligent Software Project Scheduling and Team Staffing with Genetic Algorithms.
Constantinos Stylianou, Andreas S. Andreou
169-178
Data Mining
Comparative Analysis of Content-Based and Context-Based Similarity on Musical Data.
Costas Boletsis, A. Gratsani, Dimitra Chasanidou, Ioannis Karydis, Katia Kermanidis
179-189
Argiro Karozou, Katia Lida Kermanidis
190-195
A Random Forests Text Transliteration System for Greek Digraphia.
Alexandros Panteli, Manolis Maragoudakis
196-201
Acceptability in Timed Frameworks with Intermittent Arguments.
Maria Laura Cobo, Diego C. Martínez, Guillermo Ricardo Simari
202-211
Reinforcement Learning
Web Applications of ANN
Vladimír Olej, Jana Filipová
229-239
A Framework for Web Page Rank Prediction.
Elli Voudigari, John Pavlopoulos, Michalis Vazirgiannis
240-249
Medical Applications of ANN and Ethics of AI
Cascaded Window Memoization for Medical Imaging.
Farzad Khalvati, Mehdi Kianpour, Hamid R. Tizhoosh
275-284
Fast Background Elimination in Fluorescence Microbiology Images: Comparison of Four Algorithms.
Shan Gong, Antonio Artés-Rodríguez
285-290
Experimental Verification of the Effectiveness of Mammography Testing Description's Standardization.
Teresa Podsiadly-Marczykowska, Rafal Zawislak
291-296
Ethical Issues of Artificial Biomedical Applications.
Athanasios Alexiou, Maria Psixa, Panagiotis Vlamos
297-302
Environmental and Earth Applications of AI
Prediction of CO and NOx Levels in Mexico City Using Associative Models.
Amadeo José Argüelles-Cruz, Cornelio Yáñez, Itzamá López-Yáñez, Oscar Camacho Nieto
313-322
Dubravko Culibrk, Predrag Lugonja, Vladan Minic, Vladimir S. Crnojevic
323-331
A Generalized Fuzzy-Rough Set Application for Forest Fire Risk Estimation Feature Reduction.
Theocharis Tsataltzinos, Lazaros S. Iliadis, Stefanos Spartalis
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
342-349
Computational Intelligence in Software Engineering (CISE) Workshop
Global Optimization of Analogy-Based Software Cost Estimation with Genetic Algorithms.
Dimitrios Milios, Ioannis Stamelos, Christos Chatzibagias
350-359
Stephen G. MacDonell
360-369
Automated Classification of Medical-Billing Data.
R. Crandall, K. J. Lynagh, T. Mehoke, N. Pepper
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
400-409
Using Argumentation for Ambient Assisted Living.
Julien Marcais, Nikolaos I. Spanoudakis, Pavlos Moraitis
410-419
Modelling Nonlinear Responses of Resonance Sensors in Pressure Garment Application.
Timo Salpavaara, Pekka Kumpulainen
420-429
An Adaptable Framework for Integrating and Querying Sensor Data.
Shahina Ferdous, Sarantos Kapidakis, Leonidas Fegaras, Fillia Makedon
430-438
Feature Selection by Conformal Predictor.
Meng Yang, Ilia Nouretdinov, Zhiyuan Luo, Alex J. Gammerman
439-448
Applying Conformal Prediction to the Bovine TB Diagnosing.
Dmitry Adamskiy, Ilia Nouretdinov, Andy Mitchell, Nick Coldham, Alexander Gammerman
449-454
Classifying Ductal Tree Structures Using Topological Descriptors of Branching.
Angeliki Skoura, Vasileios Megalooikonomou, Predrag R. Bakic, Andrew D. A. Maidment
455-463
Intelligent Selection of Human miRNAs and Mouse mRNAs Related to Obstructive Nephropathy.
Ioannis Valavanis, Panagiotis Moulos, Ilias Maglogiannis, Julie Klein, Joost Schanstra, Aristotelis Chatziioannou
464-471
Independent Component Clustering for Skin Lesions Characterization.
Sotiris K. Tasoulis, Charalampos N. Doukas, Ilias Maglogiannis, Vassilis P. Plagianakos
472-482
A Comparison of Venn Machine with Platt's Method in Probabilistic Outputs.
Chenzhe Zhou, Ilia Nouretdinov, Zhiyuan Luo, Dmitry Adamskiy, Luke Randell, Nicholas Coldham, Alexander Gammerman
483-490