| Description |
1 online resource (xxiv, 510 pages) : illustrations |
| Series |
Communications in Computer and Information Science, 1865-0929 ; 383 |
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Communications in computer and information science ; 383.
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| Contents |
Invited. Neural Networks for Digital Media Analysis and Description / Anastasios Tefas, Alexandros Iosifidis and Ioannis Pitas -- Evolutionary Algorithms. Temperature Forecasting in the Concept of Weather Derivatives: A Comparison between Wavelet Networks and Genetic Programming / Antonios K. Alexandiris and Michael Kampouridis -- MPEG-4 Internet Traffic Estimation Using Recurrent CGPANN / Gul Muhammad Khan, Fahad Ullah and Sahibzada Ali Mahmud -- SCH-EGA: An Efficient Hybrid Algorithm for the Frequency Assignment Problem / Shaohui Wu [and others] -- Improving the RACAI Neural Network MSD Tagger / Tiberiu Boroş and Stefan Daniel Dumitrescu -- Adaptive Algorithms -- Control Approaches. tNeural Network Simulation of Photosynthetic Production / Tibor Kmet and Maria Kmetova -- A Novel Artificial Neural Network Based Space Vector Modulated DTC and Its Comparison with Other Artificial Intelligence (AI) Control Techniques / Sadhana V. Jadhav and B.N. Chaudhari |
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General Aspects of AI Evolution. Thinking Machines versus Thinking Organisms / Petro Gopych -- Soft Computing Applications. Study of Influence of Parameter Grouping on the Error of Neural Network Solution of the Inverse Problem of Electrical Prospecting / Sergey Dolenko [and others] -- Prediction of Foreign Currency Exchange Rates Using CGPANN / Durre Nayab, Gul Muhammad Khan and Sahibzada Ali Mahmud -- Coastal Hurricane Inundation Prediction for Emergency Response Using Artificial Neural Networks / Bernard Hsieh and Jay Ratcliff -- Crossroad Detection Using Artificial Neural Networks / Alberto Hata [and others] -- Application of Particle Swarm Optimization Algorithm to Neural Network Training Process in the Localization of the Mobile Terminal / Jan Karwowski, Michał Okulewicz and Jarosław Legierski -- Modeling Spatiotemporal Wild Fire Data with Support Vector Machines and Artificial Neural Networks / Georgios Karapilafis [and others] -- Prediction of Surface Texture Characteristics in Turning of FRPs Using ANN / Stefanos Karagiannis [and others] |
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ANN Ensembles. A State Space Approach and Hurst Exponent for Ensemble Predictors / Ryszard Szupiluk and Tomasz Ząbkowski -- Bioinformatics. 3D Molecular Modelling of the Helicase Enzyme of the Endemic, Zoonotic Greek Goat Encephalitis Virus / Dimitrios Vlachakis, Georgia Tsiliki and Sophia Kossida -- Classification -- Pattern Recognition. Feature Comparison and Feature Fusion for Traditional Dances Recognition / Ioannis Kapsouras [and others] -- Intelligent Chair Sensor / Leonardo Martins [and others] -- Hierarchical Object Recognition Model of Increased Invariance / Aristeidis Tsitiridis, Ben Mora and Mark Richardson -- Detection of Damage in Composite Materials Using Classification and Novelty Detection Methods / Ramin Amali and Bradley J. Hughes -- Impact of Sampling on Neural Network Classification Performance in the Context of Repeat Movie Viewing / Elena Fitkov-Norris and Sakinat Oluwabukonla Folorunso -- Discovery of Weather Forecast Web Resources Based on Ontology and Content-Driven Hierarchical Classification / Anastasia Moumtzidou, Stefanos Vrochidis and Ioannis Kompatsiaris -- Towards a Wearable Coach: Classifying Sports Activities with Reservoir Computing / Stefan Schliebs [and others] -- Real-Time Psychophysiological Emotional State Estimation in Digital Gameplay Scenarios / Pedro A. Nogueira, Rui Rodrigues and Eugénio Oliveira |
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Medical Applications of AI. Probabilistic Prediction for the Detection of Vesicoureteral Reflux / Harris Papadopoulos and George Anastassopoulos -- Application of a Neural Network to Improve the Automatic Measurement of Blood Pressure / Juan Luis Salazar Mendiola, José Luis Vargas Luna and José Luis González Guerra -- An Immune-Inspired Approach for Breast Cancer Classification / Rima Daoudi, Khalifa Djemal and Abdelkader Benyettou -- Classification of Arrhythmia Types Using Cartesian Genetic Programming Evolved Artificial Neural Networks / Arbab Masood Ahmad, Gul Muhammad Khan and Sahibzada Ali Mahmud -- Artificial Neural Networks and Principal Components Analysis for Detection of Idiopathic Pulmonary Fibrosis in Microscopy Images / Spiros V. Georgakopoulos, Sotiris K. Tasoulis and Vassilis P. Plagianakos |
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Fuzzy Inference -- Filtering. Prediction of Air Quality Indices by Neural Networks and Fuzzy Inference Systems -- The Case of Pardubice Microregion / Petr Hájek and Vladimír Olej -- Novel Neural Architecture for Air Data Angle Estimation / Manuela Battipede [and others] -- Audio Data Fuzzy Fusion for Source Localization / Mario Malcangi -- Boosting Simplified Fuzzy Neural Networks / Alexey Natekin and Alois Knoll -- SOM-RBF. A Parallel and Hierarchical Markovian RBF Neural Network: Preliminary Performance Evaluation / Yiannis Kokkinos and Konstantinos Margaritis -- Data Mining and Modelling for Wave Power Applications Using Hybrid SOM-NG Algorithm / Mario J. Crespo-Ramos, Iván Machón-González and Hilario López-García -- Automatic Detection of Different Harvesting Stages in Lettuce Plants by Using Chlorophyll Fluorescence Kinetics and Supervised Self Organizing Maps (SOMs) / Xanthoula Eirini Pantazi [and others] -- Analysis of Heating Systems in Buildings Using Self-Organizing Maps / Pablo Barrientos [and others] |
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Image-Video Analysis. IMMI: Interactive Segmentation Toolkit / Jan Masek, Radim Burget and Vaclav Uher -- Local Binary Patterns and Neural Networks for No-Reference Image and Video Quality Assessment / Marko Panić [and others] -- Learning Accurate Active Contours / Adas Gelzinis [and others] -- Pattern Recognition in Thermal Images of Plants Pine Using Artificial Neural Networks / Adimara Bentivoglio Colturato, André Benjamin Gomes and Daniel Fernando Pigatto -- Direct Multi-label Linear Discriminant Analysis / Maria Oikonomou and Anastasios Tefas -- Image Restoration Method by Total Variation Minimization Using Multilayer Neural Networks Approach / Mohammed Debakla, Khalifa Djemal and Mohamed Benyettou |
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Learning. Algorithmic Problem Solving Using Interactive Virtual Environment: A Case Study / Plerou P. Antonia and Panayiotis M. Vlamos -- No-Prop-fast -- A High-Speed Multilayer Neural Network Learning Algorithm: MNIST Benchmark and Eye-Tracking Data Classification / André Frank Krause [and others] -- CPL Criterion Functions and Learning Algorithms Linked to the Linear Separability Concept / Leon Bobrowski -- Learning Errors of Environmental Mathematical Models / Dimitri Solomatine, Vadim Kuzmin and Durga Lal Shrestha -- Social Media -- Community Based Governance Applications. On Mining Opinions from Social Media / Vicky Politopoulou and Manolis Maragoudakis -- Automata on Directed Graphs for the Recognition of Assembly Lines / Antonios Kalampakas, Stefanos Spartalis and Lazaros Iliadis -- On the Quantification of Missing Value Impact on Voting Advice Applications / Marilena Agathokleous, Nicolas Tsapatsoulis and Ioannis Katakis |
| Summary |
The two volume set, CCIS 383 and 384, constitutes the refereed proceedings of the 14th International Conference on Engineering Applications of Neural Networks, EANN 2013, held on Halkidiki, Greece, in September 2013. The 91 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers describe the applications of artificial neural networks and other soft computing approaches to various fields such as pattern recognition-predictors, soft computing applications, medical applications of AI, fuzzy inference, evolutionary algorithms, classification, learning and data mining, control techniques-aspects of AI evolution, image and video analysis, classification, pattern recognition, social media and community based governance, medical applications of AI-bioinformatics, and learning |
| Notes |
International conference proceedings |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed October 1, 2013) |
| Subject |
Neural networks (Computer science) -- Congresses
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Neural networks (Computer science)
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Neural Networks, Computer
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Neural networks (Computer science)
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Iliadis, Lazaros S., editor
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Papadopoulos, Harris, editor
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Jayne, Chrisina, editor
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| ISBN |
9783642410130 |
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3642410138 |
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