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Author ICANNGA (Conference) (2011 : Ljubljana, Slovenia)

Title Adaptive and natural computing algorithms : 10th international conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011, proceedings. Part I / Andrej Dobnikar, Uros Lotric, Branko Ster (eds.)
Published Berlin : Springer, 2011


Description 1 online resource (xvi, 433 pages) : illustrations
Series Lecture notes in computer science, 0302-9743 ; 6593
LNCS sublibrary. SL 1, Theoretical computer science and general issues
Lecture notes in computer science ; 6593. 0302-9743
LNCS sublibrary. SL 1, Theoretical computer science and general issues.
Contents 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 / Ant̤nio Trigo
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
Bibliography Includes bibliographical references and author index
Notes Print version record
Subject Computer algorithms -- Congresses
Computer algorithms
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Dobnikar, Andrej.
Lotrič, Uroš.
Šter, Branko.
ISBN 9783642202827