Hybrid System of ART and RBF Neural Networks for Classification of Vibration Signals and Operational States of Wind Turbines Andrzej Bielecki, Tomasz Barszcz, Mateusz Wójcik, Marzena Bielecka
The Parallel Approach to the Conjugate Gradient Learning Algorithm for the Feedforward Neural Networks Jarosław Bilski, Jacek Smoląg, Alexander I. Galushkin
A Cascade Neural Network Architecture Investigating Surface Plasmon Polaritons Propagation for Thin Metals in OpenMP Francesco Bonanno, Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
Application of Support Vector Machines, Convolutional Neural Networks and Deep Belief Networks to Recognition of Partially Occluded Objects Joseph Lin Chu, Adam Krzyżak
A New Multilayer Perceptron Initialisation Method with Selection of Weights on the Basis of the Function Variability Krzysztof Halawa
Soft Committee Machine Using Simple Derivative Term Kazuyuki Hara, Kentaro Katahira
Representations of Highly-Varying Functions by One-Hidden-Layer Networks Věra Kůrková
Non-euclidean Principal Component Analysis for Matrices by Hebbian Learning Mandy Lange, David Nebel, Thomas Villmann
Spin-glass Implementation of a Hopfield Neural Structure Łukasz Laskowski, Magdalena Laskowska, Jerzy Jelonkiewicz, Arnaud Boullanger
Neural-Network Based Robust FTC: Application to Wind Turbines Marcel Luzar, Marcin Witczak, Józef Korbicz, Piotr Witczak
An Improved Adaptive Self-Organizing Map Dominik Olszewski
Usage of the TRACO Compiler for Neural Network Parallelization Marek Palkowski, Wlodzimierz Bielecki
Training Neural Networks on Noisy Data Andrzej Rusiecki, Mirosław Kordos, Tomasz Kamiński, Krzysztof Greń
Principal Component Analysis to Reduce Forecasting Error of Industrial Energy Consumption in Models Based on Neural Networks Isaac Santos Sacramento, Gueibi Peres Souza, Raul Sidnei Wazlawick
Boundedness of Weight Elimination for BP Neural Networks Jian Wang, Jacek M. Zurada, Yanjiang Wang, Jing Wang, Guofang Xie
Fuzzy Systems and Their Applications
New Method for Nonlinear Fuzzy Correction Modelling of Dynamic Objects Łukasz Bartczuk, Andrzej Przybył, Petia Koprinkova-Hristova
Intuitionistic Fuzzy Decision Trees - A New Approach Paweł Bujnowski, Eulalia Szmidt, Janusz Kacprzyk
uzzy Systems and Their Applications An Industrial Fuzzy PID Autotuner Based on the Relay Method Sławomir Jaszczak, Joanna Kołodziejczyk
A New Pseudo-metric for Fuzzy Sets Laszlo Kovacs, Joel Ratsaby
New Method for Design of Fuzzy Systems for Nonlinear Modelling Using Different Criteria of Interpretability Krystian Łapa, Krzysztof Cpałka, Lipo Wang
Fuzzy Reinforcement Learning for Dynamic Power Control in Cognitive Radio Networks Jerzy Martyna
On Multi-subjectivity in Linguistic Summarization of Relational Databases Adam Niewiadomski, Izabela Superson
The Learning of Neuro-Fuzzy Classifier with Fuzzy Rough Sets for Imprecise Datasets Bartosz A. Nowak, Robert K. Nowicki, Janusz T. Starczewski, Antonino Marvuglia
Aggregation Operator for Ordered Fuzzy Numbers Concerning the Direction Piotr Prokopowicz, Samira Malek Mohamadi Golsefid
The Idea for the Integration of Neuro-Fuzzy Hardware Emulators with Real-Time Network Andrzej Przybył, Meng Joo Er
Hierarchical Fuzzy Logic Systems: Current Research and Perspectives Krzysztof Renkas, Adam Niewiadomski
Application of Models of Relational Fuzzy Cognitive Maps for Prediction of Work of Complex Systems Grzegorz Słoń
Color Digital Picture Recognition Based on Fuzzy Granulation Approach Krzysztof Wiaderek, Danuta Rutkowska, Elisabeth Rakus-Andersson
Evolutionary Algorithms and Their Applications
Clustering of Vehicle Usage Behavior by Means of Artificial Bee Colony Cosimo Birtolo, Davide Ronca, Giovanni Capasso, Gennaro Sorrentino
Search Space Analysis for the Combined Mathematical Model (Linear and Nonlinear) of the Water Distribution Network Design Problem Marco Antonio Cruz-Chávez, Érika Yesenia Ávila-Melgar, Martín Heriberlo Cruz-Rosales, Beatriz Martínez-Bahena, Guillermo Flores-Sánchez
Archive Management in Interactive Evolutionary Computation with Minimum Requirement for Human User’s Fitness Evaluation Ability Hisao Ishibuchi, Takahiko Sudo, Yusuke Nojima
Investigation of Mutation Strategies in Differential Evolution for Solving Global Optimization Problems Miguel Leon, Ning Xiong
Robust Consensus: A New Measure for Multicriteria Robust Group Decision Making Problems Using Evolutionary Approach Kaustuv Nag, Tandra Pal, Nikhil R. Pal
Preliminary Study on the Particle Swarm Optimization with the Particle Performance Evaluation Michal Pluhacek, Roman Senkerik, Ivan Zelinka
Numerical Optimal Control of Integral-Algebraic Equations Using Differential Evolution with Fletcher’s Filter Wojciech Rafajłowicz
Multi-chaotic Differential Evolution: A Preliminary Study Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Donald Davendra, Zuzana Kominková Oplatková
Evolutionary Algorithms and Their Applications Evolutionary Multi-modal Optimization with the Use of Multi-objective Techniques Leszek Siwik, Rafał Dreżewski
Aspects of the Selection of the Structure and Parameters of Controllers Using Selected Population Based Algorithms Jacek Szczypta, Krystian Łapa, Zhifei Shao
Evolutionary Approach with Multiple Quality Criteria for Controller Design Jacek Szczypta, Andrzej Przybył, Lipo Wang
Optimization of Router Deployment for Sensor Networks Using Genetic Algorithm Rony Teguh, Ryo Murakami, Hajime Igarashi
On Applying Evolutionary Computation Methods to Optimization of Vacation Cycle Costs in Finite-Buffer Queue Marcin Woźniak, Wojciech M. Kempa, Marcin Gabryel, Robert K. Nowicki, Zhifei Shao
On Convergence of Evolutionary Algorithms Powered by Non-random Generators Ivan Zelinka, Donald Davendra, Roman Senkerik, Michal Pluhacek, Zuzana Kominková Oplatková
Classification and Estimation
A Semantic Kernel for Text Classification Based on Iterative Higher–Order Relations between Words and Documents Berna Altinel, Murat Can Ganiz, Banu Diri
Nonparametric Extension of Regression Functions Outside Domain Tomasz Galkowski, Miroslaw Pawlak
Nonparametric Function Fitting in the Presence of Nonstationary Noise Tomasz Galkowski, Miroslaw Pawlak
One-Class Classification Decomposition for Imbalanced Classification of Breast Cancer Malignancy Data Bartosz Krawczyk, Łukasz Jeleń, Adam Krzyżak, Thomas Fevens
Comparison of Tree-Based Ensembles in Application to Censored Data Malgorzata Kretowska
Advanced Oblique Rule Generating Based on PCA Marcin Michalak, Karolina Nurzyńska
Statistical Assessment of Signal and Image Symmetries
Statistical Classifier with Ordered Decisions as an Image Based Controller with Application to Gas Burners Ewaryst Rafajłowicz, HalinPages 586-597a Pawlak-Kruczek, Wojciech Rafajłowicz
Crop Classification Using Different Color Spaces and RBF Neural Networks Guillermo Sandoval, Roberto A. Vazquez, Paulina Garcia, Jose Ambrosio
Small Sample Size in High Dimensional Space - Minimum Distance Based Classification Ewa Skubalska-Rafajłowicz the Cold Forging Process Using Machine Learning Methods Tomasz Żabiński, Tomasz Mączka, Jacek Kluska, Maciej Kusy, Zbigniew Hajduk, Sławomir Prucnal
Computer Vision, Image and Speech Analysis Front Matter
An Approach for Imperfection Propagation: Application to Land Cover Change Prediction Amine Bouatay, Wadii Boulila, Imed Riadh Farah
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Computer Vision, Image and Speech Analysis Large-Scale Region-Based Multimedia Retrieval for Solar Images Juan M. Banda, Rafal A. Angryk
Three-Dimensional Urban-Type Scene Representation in Vision System of Unmanned Flying Vehicles Andrzej Bielecki, Tomasz Buratowski, Piotr Śmigielski ynamic Sequences of 3D Point Clouds Michał Cholewa, Przemysław Sporysz
Texture Image Classification with Improved Weber Local Descriptor Hassan Dawood, Hussain Dawood, Ping Guo
Different Orderings and Visual Sequence Alignment Algorithms for Image Classification Paweł Drozda, KrzyszPages 693-702tof Sopyła, Przemysław Górecki
Surface Mixture Models for the Optimization of Object Boundary Representation Przemysław Głomb, Arkadiusz Sochan
Video Compression Algorithm Based on Neural Network Structures Michal Knop, Robert Cierniak, Nimit Shah
A New Image Reconstruction from Projections Algorithm Anna Lorent, Robert Cierniak, Piotr Dobosz, Olga Rebrova
Discovering Multi-sense Features from Images Using Random Indexing Haïfa Nakouri, Mohamed Limam
Recognition of Signed Expressions Using Symbolic Aggregate Approximation Mariusz Oszust, Marian Wysocki
Dimensionality Reduction of Dynamic Animations Using HO-SVD Michał Romaszewski, Piotr Gawron, Sebastian Opozda
Big Data Paradigm Developed in Volunteer Grid System with Genetic Programming Scheduler Jerzy Balicki, Waldemar Korłub, Julian Szymanski, Marcin Zakidalski
Novel Algorithm for Translation from Image Content to Semantic Form Janusz Rygał, Jakub Romanowski, Rafał Scherer, Sohrab Ferdowsi
Recommendations and Object Discovery in Graph Databases Using Path Semantic Analysis Lukasz Strobin, Adam Niewiadomski
Belief Propagation during Data Integration in a P2P Network Piotr Szwed