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12. ICAISC 2013: Zakopane, Poland
- Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013, Proceedings, Part I. Lecture Notes in Computer Science 7894, Springer 2013, ISBN 978-3-642-38657-2
Neural Networks and Their Applications
- Yoichi Hayashi:
Neural Data Analysis: Ensemble Neural Network Rule Extraction Approach and Its Theoretical and Historical Backgrounds - (Invited Paper). 1-19 - Marek Bazan, Ewa Skubalska-Rafajlowicz:
A New Method of Centers Location in Gaussian RBF Interpolation Networks. 20-31 - Jaroslaw Bilski
, Jacek Smolag
Parallel Approach to Learning of the Recurrent Jordan Neural Network. 32-40 - Ireneusz Czarnowski
Agent-Based Population Learning Algorithm for RBF Network Tuning. 41-51 - Grzegorz Dudek
Forecasting Time Series with Multiple Seasonal Cycles Using Neural Networks with Local Learning. 52-63 - Zenon Hendzel, Andrzej Burghardt
Reinforcement Learning in Discrete Neural Control of the Underactuated System. 64-75 - Adrian Horzyk
Associative Text Representation and Correction. 76-87 - Jerzy Jelonkiewicz, Lukasz Laskowski
Some Aspects of Neural Network State Variable Estimator Improvement in Induction Motor Drive. 88-95 - Tureiti Keith, Stephen John Weddell:
The Echo State Network on the Graphics Processing Unit. 96-107 - Koji Kinoshita, Kenji Murakami, Masaharu Isshiki:
Solution of Inverse Kinematics by PSO Based on Split and Merge of Particles. 108-117 - Maciej Kusy
Probabilistic Neural Network Structure Reduction for Medical Data Classification. 118-129 - Maciej Lawrynczuk
Development of Explicit Neural Predictive Control Algorithm Using Particle Swarm Optimisation. 130-139 - Marcin Mrugalski
Designing of State-Space Neural Model and Its Application to Robust Fault Detection. 140-149 - Dominik Olszewski, Janusz Kacprzyk
Employing Self-Organizing Map for Fraud Detection. 150-161 - Diego Peteiro-Barral, Bertha Guijarro-Berdiñas:
A Study on the Scalability of Artificial Neural Networks Training Algorithms Using Multiple-Criteria Decision-Making Methods. 162-173 - Andrzej Rusiecki
Testing the Generalization of Feedforward Neural Networks with Median Neuron Input Function. 174-182 - Alberione Braz da Silva, João Luís Garcia Rosa:
Biological Plausibility in an Artificial Neural Network Applied to Real Predictive Tasks. 183-192 - Ewa Skubalska-Rafajlowicz, Ewaryst Rafajlowicz
Random Sieve Based on Projections for RBF Neural Net Structure Selection. 193-204 - Katarzyna Zajac, Jaroslaw Piersa:
Eigenvalue Spectra of Functional Networks in fMRI Data and Artificial Models. 205-214
Fuzzy Systems and Their Applications
- Mohsen Askari, Jianchun Li
A Multi-objective Subtractive FCM Based TSK Fuzzy System with Input Selection, and Its Application to Dynamic Inverse Modelling of MR Dampers. 215-226 - Lukasz Bartczuk, Andrzej Przybyl
Hybrid State Variables - Fuzzy Logic Modelling of Nonlinear Objects. 227-234 - Milan Daniel
Properties of Plausibility Conflict of Belief Functions. 235-246 - Ludmila Dymova
The Use of Intuitionistic Fuzzy Values in Rule-Base Evidential Reasoning. 247-258 - Dariusz Kacprzak
Financial Stock Data and Ordered Fuzzy Numbers. 259-270 - Magdalena Kacprzak
Diversity of Opinion Evaluated by Ordered Fuzzy Numbers. 271-281 - Jacek Kluska
Hardware Implementation of P1-TS Fuzzy Rule-Based Systems on FPGA. 282-293 - Piotr A. Kowalski
Evolutionary Strategy for the Fuzzy Flip-Flop Neural Networks Supervised Learning Procedure. 294-305 - Michal Lower, Jan Magott, Jacek Skorupski
Air Traffic Incidents Analysis with the Use of Fuzzy Sets. 306-317 - Marco Lucarelli
Automatic Design of Interpretable Fuzzy Partitions with Variable Granularity: An Experimental Comparison. 318-328 - Krystian Lapa
A New Method for Designing and Complexity Reduction of Neuro-fuzzy Systems for Nonlinear Modelling. 329-344 - Adam Marszalek
Modelling Financial High Frequency Data Using Ordered Fuzzy Numbers. 345-352 - Jacek Pietraszek
The Modified Sequential-Binary Approach for Fuzzy Operations on Correlated Assessments. 353-364 - Piotr Prokopowicz
Flexible and Simple Methods of Calculations on Fuzzy Numbers with the Ordered Fuzzy Numbers Model. 365-375 - Grzegorz Slon:
The Use of Fuzzy Numbers in the Process of Designing Relational Fuzzy Cognitive Maps. 376-387 - Bartlomiej Starosta, Witold Kosinski:
Metasets, Intuitionistic Fuzzy Sets and Uncertainty. 388-399 - Eloy Vicente, Alfonso Mateos
A New Similarity Function for Generalized Trapezoidal Fuzzy Numbers. 400-411 - Krzysztof Wiaderek
Fuzzy Granulation Approach to Color Digital Picture Recognition. 412-425
Pattern Classification
- Bartosz Krawczyk, Michal Wozniak
Pruning One-Class Classifier Ensembles by Combining Sphere Intersection and Consistency Measures. 426-436 - Kristóf Marussy
SUCCESS: A New Approach for Semi-supervised Classification of Time-Series. 437-447 - Bartosz A. Nowak, Robert K. Nowicki
A New Method of Improving Classification Accuracy of Decision Tree in Case of Incomplete Samples. 448-458 - Lena Pietruczuk, Piotr Duda
Adaptation of Decision Trees for Handling Concept Drift. 459-473 - Piotr Plonski, Krzysztof Zaremba
Hesitant Neural Gas for Supervised and Semi-supervised Classification. 474-482 - Eulalia Szmidt
Intuitionistic Fuzzy Classifier for Imbalanced Classes. 483-492 - Marcin Zalasinski
Novel Algorithm for the On-Line Signature Verification Using Selected Discretization Points Groups. 493-502
Computer Vision, Image and Speech Analysis
- Lorena Álvarez, Enrique Alexandre
Speech Enhancement in Noisy Environments in Hearing Aids Driven by a Tailored Gain Function Based on a Gaussian Mixture Model. 503-514 - Janusz Bobulski
Two-Dimensional Hidden Markov Models for Pattern Recognition. 515-523 - Robert Cierniak
Video Compression Algorithm Based on Neural Networks. 524-531 - Pawel Drozda
Online Crowdsource System Supporting Ground Truth Datasets Creation. 532-539 - Marcin Gabryel
Object Detection by Simple Fuzzy Classifiers Generated by Boosting. 540-547 - Michal Jankowski, Jacek Mazurkiewicz
Road Surface Recognition System Based on Its Picture. 548-558 - Przemyslaw Klesk
Landmine Detection in 3D Images from Ground Penetrating Radar Using Haar-Like Features. 559-567 - Cosme Llerena, Roberto Gil-Pita
Synchronizing Speech Mixtures in Speech Separation Problems under Reverberant Conditions. 568-579 - Anna Lorent, Michal Knas, Piotr Dobosz:
Neuronal Model-Based Image Reconstruction from Projections Method. 580-587 - Patryk Najgebauer
Representation of Edge Detection Results Based on Graph Theory. 588-601 - Tomasz Nowak, Patryk Najgebauer
A Novel Graph-Based Descriptor for Object Matching. 602-612 - Janusz Rygal, Patryk Najgebauer
Extraction of Objects from Images Using Density of Edges as Basis for GrabCut Algorithm. 613-623 - Marcin Tekieli
Computer Vision Based Method for Real Time Material and Structure Parameters Estimation Using Digital Image Correlation, Particle Filtering and Finite Element Method. 624-633
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