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13. ICAISC 2014: Zakopane, Poland
- Leszek Rutkowski
, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part I. Lecture Notes in Computer Science 8467, Springer 2014, ISBN 978-3-319-07172-5
Neural Networks and Their Applications
- Andrzej Bielecki
Hybrid System of ART and RBF Neural Networks for Classification of Vibration Signals and Operational States of Wind Turbines. 3-11 - Jaroslaw Bilski
The Parallel Approach to the Conjugate Gradient Learning Algorithm for the Feedforward Neural Networks. 12-21 - Francesco Bonanno, Giacomo Capizzi
A Cascade Neural Network Architecture Investigating Surface Plasmon Polaritons Propagation for Thin Metals in OpenMP. 22-33 - Joseph Lin Chu, Adam Krzyzak:
Application of Support Vector Machines, Convolutional Neural Networks and Deep Belief Networks to Recognition of Partially Occluded Objects. 34-46 - Krzysztof Halawa
A New Multilayer Perceptron Initialisation Method with Selection of Weights on the Basis of the Function Variability. 47-58 - Kazuyuki Hara, Kentaro Katahira:
Soft Committee Machine Using Simple Derivative Term. 59-66 - Vera Kurková
Representations of Highly-Varying Functions by One-Hidden-Layer Networks. 67-76 - Mandy Lange, David Nebel, Thomas Villmann:
Non-euclidean Principal Component Analysis for Matrices by Hebbian Learning. 77-88 - Lukasz Laskowski
Spin-glass Implementation of a Hopfield Neural Structure. 89-96 - Marcel Luzar
Neural-Network Based Robust FTC: Application to Wind Turbines. 97-108 - Dominik Olszewski:
An Improved Adaptive Self-Organizing Map. 109-120 - Marek Palkowski
Usage of the TRACO Compiler for Neural Network Parallelization. 121-130 - Andrzej Rusiecki
Training Neural Networks on Noisy Data. 131-142 - Isaac Santos Sacramento, Gueibi Peres Souza, Raul Sidnei Wazlawick
Principal Component Analysis to Reduce Forecasting Error of Industrial Energy Consumption in Models Based on Neural Networks. 143-154 - Jian Wang
Boundedness of Weight Elimination for BP Neural Networks. 155-165
Fuzzy Systems and Their Applications
- Lukasz Bartczuk, Andrzej Przybyl
New Method for Nonlinear Fuzzy Correction Modelling of Dynamic Objects. 169-180 - Pawel Bujnowski, Eulalia Szmidt
Intuitionistic Fuzzy Decision Trees - A New Approach. 181-192 - Slawomir Jaszczak
An Industrial Fuzzy PID Autotuner Based on the Relay Method. 193-204 - László Kovács, Joel Ratsaby:
A New Pseudo-metric for Fuzzy Sets. 205-216 - Krystian Lapa
New Method for Design of Fuzzy Systems for Nonlinear Modelling Using Different Criteria of Interpretability. 217-232 - Jerzy Martyna:
Fuzzy Reinforcement Learning for Dynamic Power Control in Cognitive Radio Networks. 233-242 - Adam Niewiadomski, Izabela Superson:
On Multi-subjectivity in Linguistic Summarization of Relational Databases. 243-255 - Bartosz A. Nowak, Robert K. Nowicki
The Learning of Neuro-Fuzzy Classifier with Fuzzy Rough Sets for Imprecise Datasets. 256-266 - Piotr Prokopowicz
Aggregation Operator for Ordered Fuzzy Numbers Concerning the Direction. 267-278 - Andrzej Przybyl
The Idea for the Integration of Neuro-Fuzzy Hardware Emulators with Real-Time Network. 279-294 - Krzysztof Renkas, Adam Niewiadomski:
Hierarchical Fuzzy Logic Systems: Current Research and Perspectives. 295-306 - Grzegorz Slon:
Application of Models of Relational Fuzzy Cognitive Maps for Prediction of Work of Complex Systems. 307-318 - Krzysztof Wiaderek
Color Digital Picture Recognition Based on Fuzzy Granulation Approach. 319-332
Evolutionary Algorithms and Their Applications
- Cosimo Birtolo, Davide Ronca, Giovanni Capasso, Gennaro Sorrentino:
Clustering of Vehicle Usage Behavior by Means of Artificial Bee Colony. 335-346 - Marco Antonio Cruz-Chavez
Search Space Analysis for the Combined Mathematical Model (Linear and Nonlinear) of the Water Distribution Network Design Problem. 347-359 - Hisao Ishibuchi
Archive Management in Interactive Evolutionary Computation with Minimum Requirement for Human User's Fitness Evaluation Ability. 360-371 - Miguel León Ortiz, Ning Xiong:
Investigation of Mutation Strategies in Differential Evolution for Solving Global Optimization Problems. 372-383 - Kaustuv Nag
Robust Consensus: A New Measure for Multicriteria Robust Group Decision Making Problems Using Evolutionary Approach. 384-394 - Michal Pluhacek
Preliminary Study on the Particle Swarm Optimization with the Particle Performance Evaluation. 395-405 - Wojciech Rafajlowicz:
Numerical Optimal Control of Integral-Algebraic Equations Using Differential Evolution with Fletcher's Filter. 406-415 - Roman Senkerik
Multi-chaotic Differential Evolution: A Preliminary Study. 416-427 - Leszek Siwik
Evolutionary Multi-modal Optimization with the Use of Multi-objective Techniques. 428-439 - Jacek Szczypta, Krystian Lapa
Aspects of the Selection of the Structure and Parameters of Controllers Using Selected Population Based Algorithms. 440-454 - Jacek Szczypta, Andrzej Przybyl
Evolutionary Approach with Multiple Quality Criteria for Controller Design. 455-467 - Rony Teguh
Optimization of Router Deployment for Sensor Networks Using Genetic Algorithm. 468-479 - Marcin Wozniak
On Applying Evolutionary Computation Methods to Optimization of Vacation Cycle Costs in Finite-Buffer Queue. 480-491 - Ivan Zelinka, Donald Davendra
On Convergence of Evolutionary Algorithms Powered by Non-random Generators. 492-502
Classification and Estimation
- Berna Altinel, Murat Can Ganiz
A Semantic Kernel for Text Classification Based on Iterative Higher-Order Relations between Words and Documents. 505-517 - Tomasz Galkowski
Nonparametric Extension of Regression Functions Outside Domain. 518-530 - Tomasz Galkowski
Nonparametric Function Fitting in the Presence of Nonstationary Noise. 531-538 - Bartosz Krawczyk, Lukasz Jelen
One-Class Classification Decomposition for Imbalanced Classification of Breast Cancer Malignancy Data. 539-550 - Malgorzata Kretowska
Comparison of Tree-Based Ensembles in Application to Censored Data. 551-560 - Marcin Michalak
Advanced Oblique Rule Generating Based on PCA. 561-573 - Miroslaw Pawlak
Statistical Assessment of Signal and Image Symmetries. 574-585 - Ewaryst Rafajlowicz
Statistical Classifier with Ordered Decisions as an Image Based Controller with Application to Gas Burners. 586-597 - Guillermo Sandoval, Roberto Antonio Vázquez
Crop Classification Using Different Color Spaces and RBF Neural Networks. 598-609 - Ewa Skubalska-Rafajlowicz:
Small Sample Size in High Dimensional Space - Minimum Distance Based Classification. 610-621 - Tomasz Zabinski
Failures Prediction in the Cold Forging Process Using Machine Learning Methods. 622-633
Computer Vision, Image and Speech Analysis
- Amine Bouatay, Wadii Boulila
An Approach for Imperfection Propagation: Application to Land Cover Change Prediction. 637-648 - Juan M. Banda
Large-Scale Region-Based Multimedia Retrieval for Solar Images. 649-661 - Andrzej Bielecki
Three-Dimensional Urban-Type Scene Representation in Vision System of Unmanned Flying Vehicles. 662-671 - Michal Cholewa
Classification of Dynamic Sequences of 3D Point Clouds. 672-683 - Hassan Dawood, Hussain Dawood
Texture Image Classification with Improved Weber Local Descriptor. 684-692 - Pawel Drozda
Different Orderings and Visual Sequence Alignment Algorithms for Image Classification. 693-702 - Przemyslaw Glomb
Surface Mixture Models for the Optimization of Object Boundary Representation. 703-714 - Michal Knop
Video Compression Algorithm Based on Neural Network Structures. 715-724 - Anna Lorent, Robert Cierniak
A New Image Reconstruction from Projections Algorithm. 725-732 - Haïfa Nakouri, Mohamed Limam:
Discovering Multi-sense Features from Images Using Random Indexing. 733-744 - Mariusz Oszust
Recognition of Signed Expressions Using Symbolic Aggregate Approximation. 745-756 - Michal Romaszewski
Dimensionality Reduction of Dynamic Animations Using HO-SVD. 757-768
Clustering
- Jerzy Balicki
Big Data Paradigm Developed in Volunteer Grid System with Genetic Programming Scheduler. 771-782 - Janusz Rygal, Jakub Romanowski, Rafal Scherer
Novel Algorithm for Translation from Image Content to Semantic Form. 783-792 - Lukasz Strobin, Adam Niewiadomski:
Recommendations and Object Discovery in Graph Databases Using Path Semantic Analysis. 793-804 - Piotr Szwed
Belief Propagation during Data Integration in a P2P Network. 805-816
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