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ORCID10th ICANNGA 2011: Ljubljana, Slovenia
- Andrej Dobnikar, Uros Lotric, Branko Ster:
Adaptive and Natural Computing Algorithms - 10th International Conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings, Part I. Lecture Notes in Computer Science 6593, Springer 2011, ISBN 978-3-642-20281-0
Plenary Session
- Ivan Bratko:
Autonomous Discovery of Abstract Concepts by a Robot. 1-11
Neural Networks
- Vera Kurková
, Paul C. Kainen:
Kernel Networks with Fixed and Variable Widths. 12-21 - Darko Pevec, Erik Strumbelj, Igor Kononenko:
Evaluating Reliability of Single Classifications of Neural Networks. 22-30 - Maciej Lawrynczuk:
Nonlinear Predictive Control Based on Multivariable Neural Wiener Models. 31-40 - Stanislaw Osowski, Krzysztof Siwek:
Methods of Integration of Ensemble of Neural Predictors of Time Series - Comparative Analysis. 41-50 - Eduardo Gasca, Sergio Saldaña T., José S. Sánchez G., Valentín Velásquez G., Eréndira Rendón Lara, Itzel M. Abundez B., Rosa M. Valdovinos R., José Rafael Cruz Reyes:
A Rejection Option for the Multilayer Perceptron Using Hyperplanes. 51-60 - João Pedro Neto, Fernando Silva:
Parallelization of Algorithms with Recurrent Neural Networks. 61-69 - Olena Schuessler, Diego G. Loyola:
Parallel Training of Artificial Neural Networks Using Multithreaded and Multicore CPUs. 70-79 - Matjaz Kukar, Ciril Groselj:
Supporting Diagnostics of Coronary Artery Disease with Neural Networks. 80-89 - Arvind Datadien, Pim Haselager, Ida G. Sprinkhuizen-Kuyper:
The Right Delay - Detecting Specific Spike Patterns with STDP and Axonal Conduction Delays. 90-99 - Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov:
New Measure of Boolean Factor Analysis Quality. 100-109 - Stefan Ringbauer, Stephan Tschechne, Heiko Neumann:
Mechanisms of Adaptive Spatial Integration in a Neural Model of Cortical Motion Processing. 110-119 - Mikhail V. Kiselev:
Self-organized Short-Term Memory Mechanism in Spiking Neural Network. 120-129 - Bartlomiej Beliczynski:
Approximation of Functions by Multivariable Hermite Basis: A Hybrid Method. 130-139 - Firas Lethaus, Martin R. K. Baumann, Frank Köster, Karsten Lemmer:
Using Pattern Recognition to Predict Driver Intent. 140-149 - Olga A. Mishulina, Igor A. Kruglov, Murat B. Bakirov:
Neural Networks Committee for Improvement of Metal's Mechanical Properties Estimates. 150-157 - Uros Lotric, Patricio Bulic:
Logarithmic Multiplier in Hardware Implementation of Neural Networks. 158-168 - Marko Robnik-Sikonja, Aristidis Likas, Constantinos Constantinopoulos, Igor Kononenko, Erik Strumbelj:
Efficiently Explaining Decisions of Probabilistic RBF Classification Networks. 169-179 - Petra Vidnerová, Roman Neruda:
Evolving Sum and Composite Kernel Functions for Regularization Networks. 180-189 - Pascal Richter, Erika Ábrahám, Gabriel Morin:
Optimisation of Concentrating Solar Thermal Power Plants with Neural Networks. 190-199 - Mohammad Saifullah, Rita Kovordányi:
Emergence of Attention Focus in a Biologically-Based Bidirectionally-Connected Hierarchical Network. 200-209 - Antonio Neme, Antonio Nido:
Visualizing Multidimensional Data through Multilayer Perceptron Maps. 210-219 - Robert L. Ortman, Ganesh Kumar Venayagamoorthy, Steve M. Potter:
Input Separability in Living Liquid State Machines. 220-229 - Maciej Lawrynczuk:
Predictive Control of a Distillation Column Using a Control-Oriented Neural Model. 230-239 - Paavo Nieminen, Tommi Kärkkäinen, Kari Luostarinen, Jukka Muhonen:
Neural Prediction of Product Quality Based on Pilot Paper Machine Process Measurements. 240-249 - Guglielmo Montone, Francesco Donnarumma, Roberto Prevete:
A Robotic Scenario for Programmable Fixed-Weight Neural Networks Exhibiting Multiple Behaviors. 250-259 - Jyri Saarikoski, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola:
Self-Organising Maps in Document Classification: A Comparison with Six Machine Learning Methods. 260-269 - Primoz Potocnik, Edvard Govekar:
Analysis and Short-Term Forecasting of Highway Traffic Flow in Slovenia. 270-279
Evolutionary Computation
- Marcin Kolodziej, Andrzej Majkowski, Remigiusz J. Rak:
A New Method of EEG Classification for BCI with Feature Extraction Based on Higher Order Statistics of Wavelet Components and Selection with Genetic Algorithms. 280-289 - Alina Patelli, Lavinia Ferariu:
Regressor Survival Rate Estimation for Enhanced Crossover Configuration. 290-299 - Anabela Simões, Rui Carvalho, João R. Campos, Ernesto Costa:
A Study on Population's Diversity for Dynamic Environments. 300-309 - Miguel Cárdenas-Montes, Miguel A. Vega-Rodríguez, Juan José Rodríguez-Vázquez, Antonio Gómez-Iglesias:
Effect of the Block Occupancy in GPGPU over the Performance of Particle Swarm Algorithm. 310-319 - Qingjian Ni, Jianming Deng:
Two Improvement Strategies for Logistic Dynamic Particle Swarm Optimization. 320-329 - Piotr Lipinski, Jan Stolarek:
Digital Watermarking Enhancement Using Wavelet Filter Parametrization. 330-339 - Vahid Noroozi, Ali B. Hashemi, Mohammad Reza Meybodi:
CellularDE: A Cellular Based Differential Evolution for Dynamic Optimization Problems. 340-349 - Jorge Novo Buján, José Santos Reyes, Manuel G. Penedo:
Optimization of Topological Active Nets with Differential Evolution. 350-360 - Ville Tirronen, Sami Äyrämö, Matthieu Weber:
Study on the Effects of Pseudorandom Generation Quality on the Performance of Differential Evolution. 361-370 - Miguel Cárdenas-Montes, Miguel A. Vega-Rodríguez, Antonio Gómez-Iglesias:
Sensitiveness of Evolutionary Algorithms to the Random Number Generator. 371-380 - Saeed Parsa, Behrouz Minaei, Mojtaba Daryabari, Hamid Parvin:
New Efficient Techniques for Dynamic Detection of Likely Invariants. 381-390 - Hamid Parvin, Behrouz Minaei, Akram Beigi, B. Hoda Helmi:
Classification Ensemble by Genetic Algorithms. 391-399 - Umair F. Siddiqi, Yoichi Shiraishi, Mona Abo El Dahb, Sadiq M. Sait:
Simulated Evolution (SimE) Based Embedded System Synthesis Algorithm for Electric Circuit Units (ECUs). 400-409 - Jorge Nunes, Luís Matos, António Trigo:
Taxi Pick-Ups Route Optimization Using Genetic Algorithms. 410-419 - Dejan Petelin, Bogdan Filipic, Jus Kocijan:
Optimization of Gaussian Process Models with Evolutionary Algorithms. 420-429
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