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