10. ICANNGA 2011: Ljubljana, Slovenia

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., 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 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, 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 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, 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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