| Description |
1 online resource (xxii, 637 pages) : illustrations (black and white) |
| Series |
Lecture notes in artificial intelligence ; 7894 |
|
LNCS sublibrary. SL 7, Artificial intelligence |
|
Lecture notes in computer science. Lecture notes in artificial intelligence ; 7894
|
|
LNCS sublibrary. SL 7, Artificial intelligence.
|
| Contents |
Neural Networks and Their Applications. Neural Data Analysis: Ensemble Neural Network Rule Extraction Approach and Its Theoretical and Historical Backgrounds / Yoichi Hayashi -- A New Method of Centers Location in Gaussian RBF Interpolation Networks / Marek Bazan, Ewa Skubalska-Rafajłowicz -- Parallel Approach to Learning of the Recurrent Jordan Neural Network / Jarosław Bilski, Jacek Smoląg -- Agent-Based Population Learning Algorithm for RBF Network Tuning / Ireneusz Czarnowski, Piotr Jędrzejowicz -- Forecasting Time Series with Multiple Seasonal Cycles Using Neural Networks with Local Learning / Grzegorz Dudek -- Reinforcement Learning in Discrete Neural Control of the Underactuated System / Zenon Hendzel, Andrzej Burghardt, Marcin Szuster -- Associative Text Representation and Correction / Adrian Horzyk, Marcin Gadamer -- Some Aspects of Neural Network State Variable Estimator Improvement in Induction Motor Drive / Jerzy Jelonkiewicz, Łukasz Laskowski -- The Echo State Network on the Graphics Processing Unit / Tūreiti Keith, Stephen J. Weddell |
|
Solution of Inverse Kinematics by PSO Based on Split and Merge of Particles / Koji Kinoshita, Kenji Murakami, Masaharu Isshiki -- Probabilistic Neural Network Structure Reduction for Medical Data Classification / Maciej Kusy, Jacek Kluska -- Development of Explicit Neural Predictive Control Algorithm Using Particle Swarm Optimisation / Maciej Ławryńczuk -- Designing of State-Space Neural Model and Its Application to Robust Fault Detection / Marcin Mrugalski -- Employing Self-Organizing Map for Fraud Detection / Dominik Olszewski, Janusz Kacprzyk, Sławomir Zadrożny -- A Study on the Scalability of Artificial Neural Networks Training Algorithms Using Multiple-Criteria Decision-Making Methods / Diego Peteiro-Barral, Bertha Guijarro-Berdiñas -- Testing the Generalization of Feedforward Neural Networks with Median Neuron Input Function / Andrzej Rusiecki -- Biological Plausibility in an Artificial Neural Network Applied to Real Predictive Tasks / Alberione Braz da Silva, João Luís Garcia Rosa -- Random Sieve Based on Projections for RBF Neural Net Structure Selection / Ewa Skubalska-Rafajłowicz, Ewaryst Rafajłowicz -- Eigenvalue Spectra of Functional Networks in fMRI Data and Artificial Models / Katarzyna Zając, Jarosław Piersa |
|
Fuzzy Systems and Their Applications. A Multi-objective Subtractive FCM Based TSK Fuzzy System with Input Selection, and Its Application to Dynamic Inverse Modelling of MR Dampers / Mohsen Askari, Jianchan Li, Bijan Samali -- Hybrid State Variables -- Fuzzy Logic Modelling of Nonlinear Objects / Łukasz Bartczuk, Andrzej Przybył, Piotr Dziwiński -- Properties of Plausibility Conflict of Belief Functions / Milan Daniel -- The Use of Intuitionistic Fuzzy Values in Rule-Base Evidential Reasoning / Ludmila Dymova, Pavel Sevastjanov, Kamil Tkacz -- Financial Stock Data and Ordered Fuzzy Numbers / Dariusz Kacprzak, Witold Kosiński, W. Konrad Kosiński -- Diversity of Opinion Evaluated by Ordered Fuzzy Numbers / Magdalena Kacprzak, Witold Kosiński, Katarzyna Węgrzyn-Wolska -- Hardware Implementation of P1-TS Fuzzy Rule-Based Systems on FPGA / Jacek Kluska, Zbigniew Hajduk -- Evolutionary Strategy for the Fuzzy Flip-Flop Neural Networks Supervised Learning Procedure / Piotr A. Kowalski |
|
Air Traffic Incidents Analysis with the Use of Fuzzy Sets / Michał Lower, Jan Magott, Jacek Skorupski -- Automatic Design of Interpretable Fuzzy Partitions with Variable Granularity: An Experimental Comparison / Marco Lucarelli [and others] -- A New Method for Designing and Complexity Reduction of Neuro-fuzzy Systems for Nonlinear Modelling / Krystian Łapa, Marcin Zalasiński, Krzysztof Cpałka -- Modelling Financial High Frequency Data Using Ordered Fuzzy Numbers / Adam Marszałek, Tadeusz Burczyński -- The Modified Sequential-Binary Approach for Fuzzy Operations on Correlated Assessments / Jacek Pietraszek -- Flexible and Simple Methods of Calculations on Fuzzy Numbers with the Ordered Fuzzy Numbers Model / Piotr Prokopowicz -- The Use of Fuzzy Numbers in the Process of Designing Relational Fuzzy Cognitive Maps / Grzegorz Słoń -- Metasets, Intuitionistic Fuzzy Sets and Uncertainty / Bartłomiej Starosta, Witold Kosiński -- A New Similarity Function for Generalized Trapezoidal Fuzzy Numbers / E. Vicente, A. Mateos, A. Jiménez -- Fuzzy Granulation Approach to Color Digital Picture Recognition / Krzysztof Wiaderek, Danuta Rutkowska |
|
Pattern Classification. Pruning One-Class Classifier Ensembles by Combining Sphere Intersection and Consistency Measures / Bartosz Krawczyk, Michał Woźniak -- SUCCESS: A New Approach for Semi-supervised Classification of Time-Series / Kristóf Marussy, Krisztian Buza -- A New Method of Improving Classification Accuracy of Decision Tree in Case of Incomplete Samples / Bartosz A. Nowak, Robert K. Nowicki, Wojciech K. Mleczko -- Hybrid State Variables -- Fuzzy Logic Modelling of Nonlinear Objects / Łukasz Bartczuk, Andrzej Przybył, Piotr Dziwiński -- Properties of Plausibility Conflict of Belief Functions / Milan Daniel -- The Use of Intuitionistic Fuzzy Values in Rule-Base Evidential Reasoning / Ludmila Dymova, Pavel Sevastjanov, Kamil Tkacz -- Financial Stock Data and Ordered Fuzzy Numbers / Dariusz Kacprzak, Witold Kosiński, W. Konrad Kosiński -- Diversity of Opinion Evaluated by Ordered Fuzzy Numbers / Magdalena Kacprzak, Witold Kosiński, Katarzyna Węgrzyn-Wolska -- Hardware Implementation of P1-TS Fuzzy Rule-Based Systems on FPGA / Jacek Kluska, Zbigniew Hajduk |
|
Evolutionary Strategy for the Fuzzy Flip-Flop Neural Networks Supervised Learning Procedure / Piotr A. Kowalski -- Air Traffic Incidents Analysis with the Use of Fuzzy Sets / Michał Lower, Jan Magott, Jacek Skorupski -- Automatic Design of Interpretable Fuzzy Partitions with Variable Granularity: An Experimental Comparison / Marco Lucarelli [and others] -- A New Method for Designing and Complexity Reduction of Neuro-fuzzy Systems for Nonlinear Modelling / Krystian Łapa, Marcin Zalasiński, Krzysztof Cpałka -- Modelling Financial High Frequency Data Using Ordered Fuzzy Numbers / Adam Marszałek, Tadeusz Burczyński -- The Modified Sequential-Binary Approach for Fuzzy Operations on Correlated Assessments / Jacek Pietraszek -- Flexible and Simple Methods of Calculations on Fuzzy Numbers with the Ordered Fuzzy Numbers Model / Piotr Prokopowicz -- The Use of Fuzzy Numbers in the Process of Designing Relational Fuzzy Cognitive Maps / Grzegorz Słoń -- Metasets, Intuitionistic Fuzzy Sets and Uncertainty / Bartłomiej Starosta, Witold Kosiński |
|
A New Similarity Function for Generalized Trapezoidal Fuzzy Numbers / E. Vicente, A. Mateos, A. Jiménez -- Fuzzy Granulation Approach to Color Digital Picture Recognition / Krzysztof Wiaderek, Danuta Rutkowska -- Pattern Classification -- Pruning One-Class Classifier Ensembles by Combining Sphere Intersection and Consistency Measures / Bartosz Krawczyk, Michał Woźniak -- SUCCESS: A New Approach for Semi-supervised Classification of Time-Series / Kristóf Marussy, Krisztian Buza -- A New Method of Improving Classification Accuracy of Decision Tree in Case of Incomplete Samples / Bartosz A. Nowak, Robert K. Nowicki, Wojciech K. Mleczko -- Adaptation of Decision Trees for Handling Concept Drift / Lena Pietruczuk, Piotr Duda, Maciej Jaworski -- Hesitant Neural Gas for Supervised and Semi-supervised Classification / Piotr Płoński, Krzysztof Zaremba -- Intuitionistic Fuzzy Classifier for Imbalanced Classes / Eulalia Szmidt, Janusz Kacprzyk, Marta Kukier -- Novel Algorithm for the On-Line Signature Verification Using Selected Discretization Points Groups / Marcin Zalasiński, Krzysztof Cpałka |
|
Computer Vision, Image and Speech Analysis. Speech Enhancement in Noisy Environments in Hearing Aids Driven by a Tailored Gain Function Based on a Gaussian Mixture Model / Lorena Álvarez [and others] -- Two-Dimensional Hidden Markov Models for Pattern Recognition / Janusz Bobulski, Lukasz Adrjanowicz -- Video Compression Algorithm Based on Neural Networks / Robert Cierniak, Michal Knop -- Online Crowdsource System Supporting Ground Truth Datasets Creation / Paweł Drozda, Krzysztof Sopyła, Przemysław Górecki -- Object Detection by Simple Fuzzy Classifiers Generated by Boosting / Marcin Gabryel [and others] -- Road Surface Recognition System Based on Its Picture / Michal Jankowski, Jacek Mazurkiewicz -- Landmine Detection in 3D Images from Ground Penetrating Radar Using Haar-Like Features / Przemysław Klęsk [and others] -- Synchronizing Speech Mixtures in Speech Separation Problems under Reverberant Conditions / Cosme Llerena [and others] -- Neuronal Model-Based Image Reconstruction from Projections Method / Anna Lorent, Michał Knaś, Piotr Dobosz -- Representation of Edge Detection Results Based on Graph Theory / Patryk Najgebauer [and others] -- A Novel Graph-Based Descriptor for Object Matching / Tomasz Nowak [and others] -- Extraction of Objects from Images Using Density of Edges as Basis for GrabCut Algorithm / Janusz Rygał [and others] -- Computer Vision Based Method for Real Time Material and Structure Parameters Estimation Using Digital Image Correlation, Particle Filtering and Finite Element Method / Marcin Tekieli, Marek Słoński |
| Summary |
The two-volume set LNAI 7894 and LNCS 7895 constitutes the refereed proceedings of the 12th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2013, held in Zakopane, Poland in June 2013. The 112 revised full papers presented together with one invited paper were carefully reviewed and selected from 274 submissions. The 57 papers included in the first volume are organized in the following topical sections: neural networks and their applications; fuzzy systems and their applications; pattern classification; and computer vision, image and speech analysis |
| Analysis |
Computer science |
|
Database management |
|
Information storage and retrieval systems |
|
Artificial intelligence |
|
Computer vision |
|
Information Systems Applications (incl. Internet) |
|
Computation by Abstract Devices |
|
Information Storage and Retrieval |
|
Computer Imaging, Vision, Pattern Recognition and Graphics |
|
computerwetenschappen |
|
computer sciences |
|
informatiesystemen |
|
information systems |
|
internet |
|
patroonherkenning |
|
pattern recognition |
|
machine vision |
|
informatieontsluiting |
|
information retrieval |
|
informatieopslag |
|
information storage |
|
kunstmatige intelligentie |
|
computational science |
|
databasebeheer |
|
Information and Communication Technology (General) |
|
Informatie- en communicatietechnologie (algemeen) |
| Notes |
International conference proceedings |
|
Includes author index |
|
English |
|
Print version record |
| Subject |
Artificial intelligence -- Congresses
|
|
Soft computing -- Congresses
|
|
Artificial intelligence.
|
|
Artificial Intelligence
|
|
artificial intelligence.
|
|
Artificial intelligence
|
|
Soft computing
|
| Genre/Form |
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
|
Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Rutkowski, Leszek, editior of compilation.
|
|
Korytkowski, Marcin, editior of compilation
|
|
Scherer, Rafał, editior of compilation.
|
|
Zadeh, Lorfi A., editior of compilation
|
|
Zurada, Jacek M., editior of compilation.
|
| ISBN |
9783642386589 |
|
364238658X |
|
