Adaptive and natural computing algorithms 10th international conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011, proceedings. Part I /
The two-volume set LNCS 6593 and 6594 constitutes the refereed proceedings of the 10th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2010, held in Ljubljana, Slovenia, in April 2010. The 83 revised full papers presented were carefully reviewed and selected from a tot...
| Corporate Authors: | ICANNGA (Conference) Ljubljana, Slovenia) |
|---|---|
| Other Authors: | ICANNGA (Conference), Dobnikar, Andrej., Lotrič, Uroš., Šter, Branko., SpringerLink (Online service) |
| Format: | eBook |
| Language: | English |
| Published: |
Berlin :
Springer,
2011.
Berlin : 2011. |
| Physical Description: |
1 online resource (xvi, 433 pages) : illustrations. |
| Series: |
Lecture notes in computer science ;
6593. LNCS sublibrary. Theoretical computer science and general issues. |
| Subjects: |
| Summary: |
The two-volume set LNCS 6593 and 6594 constitutes the refereed proceedings of the 10th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2010, held in Ljubljana, Slovenia, in April 2010. The 83 revised full papers presented were carefully reviewed and selected from a total of 144 submissions. The first volume includes 42 papers and a plenary lecture and is organized in topical sections on neural networks and evolutionary computation. |
|---|---|
| Item Description: |
Includes bibliographical references and author index. The two-volume set LNCS 6593 and 6594 constitutes the refereed proceedings of the 10th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2010, held in Ljubljana, Slovenia, in April 2010. The 83 revised full papers presented were carefully reviewed and selected from a total of 144 submissions. The first volume includes 42 papers and a plenary lecture and is organized in topical sections on neural networks and evolutionary computation. Machine generated contents note: Autonomous Discovery of Abstract Concepts by a Robot -- Kernel Networks with Fixed and Variable Widths / Ivan Bratko -- Evaluating Reliability of Single Classifications of Neural Networks / Vera Kurková / Paul C. Kainen -- Nonlinear Predictive Control Based on Multivariable Neural Wiener Models / Darko Pevec / Erik [Š]trumbelj / Igor Kononenko -- Methods of Integration of Ensemble of Neural Predictors of Time Series -- Comparative Analysis / Maciej Lawrynczuk -- Rejection Option for the Multilayer Perceptron Using Hyperplanes / Stanislaw Osowski / Krzysztof Siwek -- Parallelization of Algorithms with Recurrent Neural Networks / Eduardo Gasca A. / Sergio Saldaña T. / José S. Sánchez G. / Valentin Velásquez G. / Eréndira Rendón L. / Itzel M. Abundez B. / Rosa M. Valdovinos R. / Rafael Cruz R. -- Parallel Training of Artificial Neural Networks Using Multithreaded and Multicore CPUs / João Pedro Neto / Fernando Silva -- Supporting Diagnostics of Coronary Artery Disease with Neural Networks / Olena Schtessler / Diego Loyola -- Right Delay: Detecting Specific Spike Patterns with STDP and Axonal Conduction Delays / Matja[ž] Kukar / Ciril Gro[š]elj -- New Measure of Boolean Factor Analysis Quality / Arvind Datadien / Pim Haselager / Ida Sprinkhuizen-Kuyper -- Mechanisms of Adaptive Spatial Integration in a Neural Model of Cortical Motion Processing / Alexander A. Frolov / Dusan Husek / Pavel Yu. Polyakov -- Self-organized Short-Term Memory Mechanism in Spiking Neural Network / Stefan Ringbauer / Stephan Tschechne / Heiko Neumann -- Approximation of Functions by Multivariable Hermite Basis: A Hybrid Method / Mikhail Kiselev -- Using Pattern Recognition to Predict Driver Intent / Bartlomiej Beliczynski. Note continued: Neural Networks Committee for Improvement of Metal's Mechanical Properties Estimates / Firas Lethaus / Martin R.K. Baumann / Frank Kösten / Karsten Lemmer -- Logarithmic Multiplier in Hardware Implementation of Neural Networks / Olga A. Mishulina / Igor A. Kruglov / Murat B. Bakirov -- Efficiently Explaining Decisions of Probabilistic RBF Classification Networks / Uro[š] Lotric / Patricio Bulic -- Evolving Sum and Composite Kernel Functions for Regularization Networks / Marko Robnik-[Š]ikonja / Aristidis Likas / Constantinos Constantinopoulos / Igor Kononenko / Erik Strumbelj -- Optimisation of Concentrating Solar Thermal Power Plants with Neural Networks / Petra Vidnerová / Roman Neruda -- Emergence of Attention Focus in a Biologically-Based Bidirectionally-Connected Hierarchical Network / Pascal Richter / Erika Ábrahám / Gabriel Morin -- Visualizing Multidimensional Data through Multilayer Perceptron Maps / Mohammad Saifullah / Rita Kovordányi -- Input Separability in Living Liquid State Machines / Antonio Neme / Antonio Nido -- Predictive Control of a Distillation Column Using a Control-Oriented Neural Model / Robert L. Ortman / Kumar Venayagamoorthy / Steve M. Potter -- Neural Prediction of Product Quality Based on Pilot Paper Machine Process Measurements / Maciej Lawrynczuk -- Robotic Scenario for Programmable Fixed-Weight Neural Networks Exhibiting Multiple Behaviors / Paavo Nieminen / Tommi Kärkkäinen / Kari Luostarinen / Jukka Muhonen -- Self-Organising Maps in Document Classification: A Comparison with Six Machine Learning Methods / Guglielmo Montone / Francesco Donnarumma / Roberto Prevete -- Analysis and Short-Term Forecasting of Highway Traffic Flow in Slovenia / Jyri Saarikoski / Jorma Laurikkala / Kalervo Järvelin / Martti Juhola. Note continued: New Method of EEG Classification for BCI with Feature Extraction Based on Higher Order Statistics of Wavelet Components and Selection with Genetic Algorithms / Primo[ž] Potocnik / Edvard Govekar -- Regressor Survival Rate Estimation for Enhanced Crossover Configuration / Marcin Kolodziej / Andrzej Majkowski / Remigiusz J. Rak -- Study on Population's Diversity for Dynamic Environments / Alina Patelli / Lavinia Ferariu -- Effect of the Block Occupancy in GPGPU over the Performance of Particle Swarm Algorithm / Anabela Simões / Rui Carvalho / João Campos / Ernesto Costa -- Two Improvement Strategies for Logistic Dynamic Particle Swarm Optimization / Miguel Cárdenas-Montes / Miguel A. Vega-Rodriguez / Juan José Rodriguez-Vázquez / Antonio Gómez-Iglesias -- Digital Watermarking Enhancement Using Wavelet Filter Parametrization / Qingjian Ni / Jianming Deng -- CellularDE: A Cellular Based Differential Evolution for Dynamic Optimization Problems / Piotr Lipinski / Jan Stolarek -- Optimization of Topological Active Nets with Differential Evolution / Vahid Noroozi / Ali B. Hashemi / Mohammad Reza Meybodi -- Study on the Effects of Pseudorandom Generation Quality on the Performance of Differential Evolution / Jorge Novo / José Santos / Manuel G. Penedo -- Sensitiveness of Evolutionary Algorithms to the Random Number Generator / Ville Tirronen / Sami Äyrämö / Matthieu Weber -- New Efficient Techniques for Dynamic Detection of Likely Invariants / Miguel Cárdenas-Montes / Miguel A. Vega-Rodriguez / Antonio Gómez-Iglesias -- Classification Ensemble by Genetic Algorithms / Saeed Parsa / Behrouz Minaei / Mojtaba Daryabari / Hamid Parvin -- Simulated Evolution (SimE) Based Embedded System Synthesis Algorithm for Electric Circuit Units (ECUs) / Hamid Parvin / Behrouz Minaei / Akram Beigi / Hoda Helmi. Note continued: Taxi Pick-Ups Route Optimization Using Genetic Algorithms / Uinair F. Siddiqi / Yoichi Shiraishi / Mona A. El-Dahb / Sadiq M. Sait -- Optimization of Gaussian Process Models with Evolutionary Algorithms / Jorge Nunes / Luis Matos / Antn̤io Trigo. |
| Physical Description: |
1 online resource (xvi, 433 pages) : illustrations. |
| Bibliography: |
Includes bibliographical references and author index. |
| ISBN: |
9783642202827 3642202829 3642202810 9783642202810 |
| ISSN: |
0302-9743 ; |