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14. EANN 2013: Halkidiki, Greece
- Lazaros S. Iliadis, Harris Papadopoulos
, Chrisina Jayne
Engineering Applications of Neural Networks - 14th International Conference, EANN 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings, Part I. Communications in Computer and Information Science 383, Springer 2013, ISBN 978-3-642-41012-3
Invited
- Anastasios Tefas
Neural Networks for Digital Media Analysis and Description. 1-11
Evolutionary Algorithms
- Antonios K. Alexandridis
Temperature Forecasting in the Concept of Weather Derivatives: A Comparison between Wavelet Networks and Genetic Programming. 12-21 - Gul Muhammad Khan, Fahad Ullah, Sahibzada Ali Mahmud:
MPEG-4 Internet Traffic Estimation Using Recurrent CGPANN. 22-31 - Shaohui Wu, Gang Yang, Jieping Xu, Xirong Li
SCH-EGA: An Efficient Hybrid Algorithm for the Frequency Assignment Problem. 32-41 - Tiberiu Boros, Stefan Daniel Dumitrescu:
Improving the RACAI Neural Network MSD Tagger. 42-51
Adaptive Algorithms - Control Approaches
- Tibor Kmet, Maria Kmetova
Neural Network Simulation of Photosynthetic Production. 52-60 - Sadhana V. Jadhav, Bhalchandra Nemichand Chaudhari:
A Novel Artificial Neural Network Based Space Vector Modulated DTC and Its Comparison with Other Artificial Intelligence (AI) Control Techniques. 61-70
General Aspects of AI Evolution
- Petro M. Gopych:
Thinking Machines versus Thinking Organisms. 71-80
Soft Computing Applications
- Sergey Dolenko, Igor Isaev
Study of Influence of Parameter Grouping on the Error of Neural Network Solution of the Inverse Problem of Electrical Prospecting. 81-90 - Durre Nayab
Prediction of Foreign Currency Exchange Rates Using CGPANN. 91-101 - Bernard Hsieh, Jay J. Ratcliff:
Coastal Hurricane Inundation Prediction for Emergency Response Using Artificial Neural Networks. 102-111 - Alberto Yukinobu Hata, Danilo Habermann, Denis F. Wolf, Fernando Santos Osório
Crossroad Detection Using Artificial Neural Networks. 112-121 - Jan Karwowski
Application of Particle Swarm Optimization Algorithm to Neural Network Training Process in the Localization of the Mobile Terminal. 122-131 - Georgios Karapilafis, Lazaros S. Iliadis, Stefanos Spartalis, S. Katsavounis, Elias Pimenidis:
Modeling Spatiotemporal Wild Fire Data with Support Vector Machines and Artificial Neural Networks. 132-143 - Stefanos Karagiannis, Vassilis Iakovakis, John Kechagias
Prediction of Surface Texture Characteristics in Turning of FRPs Using ANN. 144-153
ANN Ensembles
- Ryszard Szupiluk, Tomasz S. Zabkowski
A State Space Approach and Hurst Exponent for Ensemble Predictors. 154-164
Bioinformatics
- Dimitrios Vlachakis
3D Molecular Modelling of the Helicase Enzyme of the Endemic, Zoonotic Greek Goat Encephalitis Virus. 165-171
Classification - Pattern Recognition
- Ioannis Kapsouras, Stylianos Karanikolos, Nikolaos Nikolaidis
Feature Comparison and Feature Fusion for Traditional Dances Recognition. 172-181 - Leonardo Martins
Intelligent Chair Sensor - Classification of Sitting Posture. 182-191 - Aristeidis Tsitiridis, Ben Mora, Mark A. Richardson
Hierarchical Object Recognition Model of Increased Invariance. 192-202 - Ramin Amali
Detection of Damage in Composite Materials Using Classification and Novelty Detection Methods. 203-212 - Elena Fitkov-Norris
Impact of Sampling on Neural Network Classification Performance in the Context of Repeat Movie Viewing. 213-222 - Anastasia Moumtzidou
Discovery of Weather Forecast Web Resources Based on Ontology and Content-Driven Hierarchical Classification. 223-232 - Stefan Schliebs, Nikola K. Kasabov
Towards a Wearable Coach: Classifying Sports Activities with Reservoir Computing. 233-242 - Pedro Alves Nogueira, Rui Rodrigues
Real-Time Psychophysiological Emotional State Estimation in Digital Gameplay Scenarios. 243-252
Medical Applications of AI
- Harris Papadopoulos
Probabilistic Prediction for the Detection of Vesicoureteral Reflux. 253-262 - Juan Luis Salazar Mendiola, José Luis Vargas Luna
Application of a Neural Network to Improve the Automatic Measurement of Blood Pressure. 263-272 - Rima Daoudi, Khalifa Djemal, Abdelkader Benyettou
An Immune-Inspired Approach for Breast Cancer Classification. 273-281 - Arbab Masood Ahmad, Gul Muhammad Khan, Sahibzada Ali Mahmud:
Classification of Arrhythmia Types Using Cartesian Genetic Programming Evolved Artificial Neural Networks. 282-291 - Spiros V. Georgakopoulos
Artificial Neural Networks and Principal Components Analysis for Detection of Idiopathic Pulmonary Fibrosis in Microscopy Images. 292-301
Fuzzy Inference - Filtering
- Petr Hájek
Prediction of Air Quality Indices by Neural Networks and Fuzzy Inference Systems - The Case of Pardubice Microregion. 302-312 - Manuela Battipede
Novel Neural Architecture for Air Data Angle Estimation. 313-322 - Mario Malcangi:
Audio Data Fuzzy Fusion for Source Localization. 323-329 - Alexey Natekin, Alois C. Knoll
Boosting Simplified Fuzzy Neural Networks. 330-339
SOM-RBF
- Yiannis Kokkinos, Konstantinos G. Margaritis
A Parallel and Hierarchical Markovian RBF Neural Network: Preliminary Performance Evaluation. 340-349 - Mario J. Crespo-Ramos
Data Mining and Modelling for Wave Power Applications Using Hybrid SOM-NG Algorithm. 350-359 - Xanthoula Eirini Pantazi, Dimitrios Moshou
Automatic Detection of Different Harvesting Stages in Lettuce Plants by Using Chlorophyll Fluorescence Kinetics and Supervised Self Organizing Maps (SOMs). 360-369 - Pablo Barrientos, Carlos J. del Canto, Antonio Morán Álvarez
Analysis of Heating Systems in Buildings Using Self-Organizing Maps. 370-379
Image-Video Analysis
- Jan Masek, Radim Burget, Václav Uher
IMMI: Interactive Segmentation Toolkit. 380-387 - Marko Panic
Local Binary Patterns and Neural Networks for No-Reference Image and Video Quality Assessment. 388-395 - Adas Gelzinis, Antanas Verikas, Marija Bacauskiene, Evaldas Vaiciukynas
Learning Accurate Active Contours. 396-405 - Adimara Bentivoglio Colturato, André Benjamin Gomes, Daniel Fernando Pigatto
Pattern Recognition in Thermal Images of Plants Pine Using Artificial Neural Networks. 406-413 - Maria Oikonomou, Anastasios Tefas
Direct Multi-label Linear Discriminant Analysis. 414-423 - Mohammed Debakla, Khalifa Djemal, Mohamed Benyettou:
Image Restoration Method by Total Variation Minimization Using Multilayer Neural Networks Approach. 424-432
Learning
- Antonia Plerou, Panayiotis M. Vlamos
Algorithmic Problem Solving Using Interactive Virtual Environment: A Case Study. 433-445 - André Frank Krause, Kai Essig, Martina Piefke, Thomas Schack:
No-Prop-fast - A High-Speed Multilayer Neural Network Learning Algorithm: MNIST Benchmark and Eye-Tracking Data Classification. 446-455 - Leon Bobrowski:
CPL Criterion Functions and Learning Algorithms Linked to the Linear Separability Concept. 456-465 - Dimitri P. Solomatine, Vadim Kuzmin, Durga L. Shrestha:
Learning Errors of Environmental Mathematical Models. 466-473
Social Media - Community Based Governance Applications
- Vicky Politopoulou, Manolis Maragoudakis:
On Mining Opinions from Social Media. 474-484 - Antonios Kalampakas
Automata on Directed Graphs for the Recognition of Assembly Lines. 485-495 - Marilena Agathokleous, Nicolas Tsapatsoulis
On the Quantification of Missing Value Impact on Voting Advice Applications. 496-505
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