Draganova, Chrisina

Engineering Applications of Neural Networks

Draganova, Chrisina - Engineering Applications of Neural Networks, ebook


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ISBN: 9783642039690
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Table of contents

1. Intelligent Agents Networks Employing Hybrid Reasoning: Application in Air Quality Monitoring and Improvement
Lazaros S. Iliadis, A. Papaleonidas

2. Neural Network Based Damage Detection of Dynamically Loaded Structures
David Lehký, Drahomír Novák

3. Reconstruction of Cross-Sectional Missing Data Using Neural Networks
Iffat A. Gheyas, Leslie S. Smith

4. Municipal Creditworthiness Modelling by Kernel-Based Approaches with Supervised and Semi-supervised Learning
Petr Hajek, Vladimir Olej

5. Clustering of Pressure Fluctuation Data Using Self-Organizing Map
Masaaki Ogihara, Hideyuki Matsumoto, Tamaki Marumo, Chiaki Kuroda

6. Intelligent Fuzzy Reasoning for Flood Risk Estimation in River Evros
Lazaros S. Iliadis, Stephanos Spartalis

7. Fuzzy Logic and Artificial Neural Networks for Advanced Authentication Using Soft Biometric Data
Mario Malcangi

8. Study of Alpha Peak Fitting by Techniques Based on Neural Networks
Javier Miranda, Rosa Pérez, Antonio Baeza, Javier Guillén

9. Information Enhancement Learning: Local Enhanced Information to Detect the Importance of Input Variables in Competitive Learning
Ryotaro Kamimura

10. Flash Flood Forecasting by Statistical Learning in the Absence of Rainfall Forecast: A Case Study
Mohamed Samir Toukourou, Anne Johannet, Gérard Dreyfus

11. An Improved Algorithm for SVMs Classification of Imbalanced Data Sets
Cristiano Leite Castro, Mateus Araujo Carvalho, Antônio Padua Braga

12. Visualization of MIMO Process Dynamics Using Local Dynamic Modelling with Self Organizing Maps
Ignacio Díaz, Abel A. Cuadrado, Alberto B. Diez, Juan J. Fuertes, Manuel Domínguez, Miguel A. Prada

13. Data Visualisation and Exploration with Prior Knowledge
Martin Schroeder, Dan Cornford, Ian T. Nabney

14. Reducing Urban Concentration Using a Neural Network Model
Leandro Tortosa, José F. Vicent, Antonio Zamora, José L. Oliver

15. Dissimilarity-Based Classification of Multidimensional Signals by Conjoint Elastic Matching: Application to Phytoplanktonic Species Recognition
Émilie Caillault, Pierre-Alexandre Hébert, Guillaume Wacquet

16. Revealing the Structure of Childhood Abdominal Pain Data and Supporting Diagnostic Decision Making
Adam Adamopoulos, Mirto Ntasi, Seferina Mavroudi, Spiros Likothanassis, Lazaros Iliadis, George Anastassopoulos

17. Relating Halftone Dot Quality to Paper Surface Topography
Pekka Kumpulainen, Marja Mettänen, Mikko Lauri, Heimo Ihalainen

18. Combining GRN Modeling and Demonstration-Based Programming for Robot Control
Wei-Po Lee, Tsung-Hsien Yang

19. Discriminating Angry, Happy and Neutral Facial Expression: A Comparison of Computational Models
Aruna Shenoy, Sue Anthony, Ray Frank, Neil Davey

20. Modeling and Forecasting CAT and HDD Indices for Weather Derivative Pricing
Achilleas Zapranis, Antonis Alexandridis

21. Using the Support Vector Machine as a Classification Method for Software Defect Prediction with Static Code Metrics
David Gray, David Bowes, Neil Davey, Yi Sun, Bruce Christianson

22. Adaptive Electrical Signal Post-processing with Varying Representations in Optical Communication Systems
Stephen Hunt, Yi Sun, Alex Shafarenko, Rod Adams, Neil Davey, Brendan Slater, Ranjeet Bhamber, Sonia Boscolo, Sergei K. Turitsyn

23. Using of Artificial Neural Networks (ANN) for Aircraft Motion Parameters Identification
Anatolij Bondarets, Olga Kreerenko

24. Ellipse Support Vector Data Description
Mohammad GhasemiGol, Reza Monsefi, Hadi Sadoghi Yazdi

25. Enhanced Radial Basis Function Neural Network Design Using Parallel Evolutionary Algorithms
Elisabet Parras-Gutierrez, Maribel Isabel Garcia-Arenas, Victor M. Rivas-Santos

26. New Aspects of the Elastic Net Algorithm for Cluster Analysis
Marcos Lévano, Hans Nowak

27. Neural Networks for Forecasting in a Multi-skill Call Centre
Jorge Pacheco, David Millán-Ruiz, José Luis Vélez

28. Relational Reinforcement Learning Applied to Appearance-Based Object Recognition
Klaus Häming, Gabriele Peters

29. Sensitivity Analysis of Forest Fire Risk Factors and Development of a Corresponding Fuzzy Inference System: The Case of Greece
Theocharis Tsataltzinos, Lazaros Iliadis, Spartalis Stefanos

30. Nonmonotone Learning of Recurrent Neural Networks in Symbolic Sequence Processing Applications
Chun-Cheng Peng, George D. Magoulas

31. Indirect Adaptive Control Using Hopfield-Based Dynamic Neural Network for SISO Nonlinear Systems
Ping-Cheng Chen, Chi-Hsu Wang, Tsu-Tian Lee

32. A Neural Network Computational Model of Visual Selective Attention
Kleanthis C. Neokleous, Marios N. Avraamides, Costas K. Neocleous, Christos N. Schizas

33. Simulation of Large Spiking Neural Networks on Distributed Architectures, The “DAMNED” Simulator
Anthony Mouraud, Didier Puzenat

34. A Neural Network Model for the Critical Frequency of the F2 Ionospheric Layer over Cyprus
Haris Haralambous, Harris Papadopoulos

35. Dictionary-Based Classification Models. Applications for Multichannel Neural Activity Analysis
Vincent Vigneron, Hsin Chen, Yen-Tai Chen, Hsin-Yi Lai, You-Yin Chen

36. Pareto-Based Multi-output Metamodeling with Active Learning
Dirk Gorissen, Ivo Couckuyt, Eric Laermans, Tom Dhaene

37. Isolating Stock Prices Variation with Neural Networks
Chrisina Draganova, Andreas Lanitis, Chris Christodoulou

38. Evolutionary Ranking on Multiple Word Correction Algorithms Using Neural Network Approach
Jun Li, Karim Ouazzane, Yanguo Jing, Hassan Kazemian, Richard Boyd

39. Application of Neural Fuzzy Controller for Streaming Video over IEEE 802.15.1
Guillaume F. Remy, Hassan B. Kazemian

40. Tracking of the Plasma States in a Nuclear Fusion Device Using SOMs
Massimo Camplani, Barbara Cannas, Alessandra Fanni, Gabriella Pautasso, Giuliana Sias, Piergiorgio Sonato, The Asdex-Upgrade Team

41. An Application of the Occam Factor to Model Order Determination
David J. Booth, Ruth Tye

42. Use of Data Mining Techniques for Improved Detection of Breast Cancer with Biofield Diagnostic System
S. Vinitha Sree, E. Y. K. Ng, G. Kaw, U. Rajendra Acharya

43. Clustering of Entropy Topography in Epileptic Electroencephalography
Nadia Mammone, Giuseppina Inuso, Fabio Foresta, Mario Versaci, Francesco C. Morabito

44. Riverflow Prediction with Artificial Neural Networks
A. W. Jayawardena

45. Applying Snap-Drift Neural Network to Trajectory Data to Identify Road Types: Assessing the Effect of Trajectory Variability
Frank Ekpenyong, Dominic Palmer-Brown

46. Reputation Prediction in Mobile Ad Hoc Networks Using RBF Neural Networks
Fredric M. Ham, Eyosias Yoseph Imana, Attila Ondi, Richard Ford, William Allen, Matthew Reedy

Keywords: Computer Science, Computation by Abstract Devices, Pattern Recognition, Artificial Intelligence (incl. Robotics), Simulation and Modeling, Biometrics, User Interfaces and Human Computer Interaction

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