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14. ICAISC 2015: Zakopane, Poland
- Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-18, 2015, Proceedings, Part I. Lecture Notes in Computer Science 9119, Springer 2015, ISBN 978-3-319-19323-6
Neural Networks and Their Applications
- Jaroslaw Bilski
, Jacek Smolag
Parallel Approach to the Levenberg-Marquardt Learning Algorithm for Feedforward Neural Networks. 3-14 - Marian B. Gorzalczany
Microarray Leukemia Gene Data Clustering by Means of Generalized Self-organizing Neural Networks with Evolving Tree-Like Structures. 15-25 - Adrian Horzyk
Innovative Types and Abilities of Neural Networks Based on Associative Mechanisms and a New Associative Model of Neurons. 26-38 - Vera Kurková
Complexity of Shallow Networks Representing Finite Mappings. 39-48 - Maciej Kusy
Probabilistic Neural Network Training Procedure with the Use of SARSA Algorithm. 49-58 - Lukasz Laskowski
Extensions of Hopfield Neural Networks for Solving of Stereo-Matching Problem. 59-71 - Lukasz Laskowski
Molecular Approach to Hopfield Neural Network. 72-78 - Christian Napoli
Toward Work Groups Classification Based on Probabilistic Neural Network Approach. 79-89 - Tomasz Olas, Wojciech K. Mleczko
Adaptation of RBM Learning for Intel MIC Architecture. 90-101 - Marek Palkowski
Using an Artificial Neural Network to Predict Loop Transformation Time. 102-111 - Pawel Rózycki
Using Parity-N Problems as a Way to Compare Abilities of Shallow, Very Shallow and Very Deep Architectures. 112-122 - Petra Vidnerová
Product Multi-kernels for Sensor Data Analysis. 123-133
Fuzzy Systems and Their Applications
- Victor Gerardo Alfaro-Garcia
A Fuzzy Approach to Competitive Clusters Using Moore Families. 137-148 - Rosario Arjona
A Fingerprint Retrieval Technique Using Fuzzy Logic-Based Rules. 149-159 - Adam Grabowski
Initial Comparison of Formal Approaches to Fuzzy and Rough Sets. 160-171 - Krystian Jobczyk, Antoni Ligeza
Comparative Approach to the Multi-Valued Logic Construction for Preferences. 172-183 - Marcin Kacprowicz
Learning Rules for Type-2 Fuzzy Logic System in the Control of DeNOx Filter. 184-194 - Jacek Kluska
Selected Applications of P1-TS Fuzzy Rule-Based Systems. 195-206 - Michal Konkol:
Fuzzy Agglomerative Clustering. 207-217 - Yessica Nataliani
An Exponential-Type Entropy Measure on Intuitionistic Fuzzy Sets. 218-227 - Andrzej Piegat, Wojciech Salabun
Comparative Analysis of MCDM Methods for Assessing the Severity of Chronic Liver Disease. 228-238 - Marcin Plucinski:
Solving Zadeh's Challenge Problems with the Application of RDM-Arithmetic. 239-248 - Piotr Prokopowicz
The Directed Compatibility Between Ordered Fuzzy Numbers - A Base Tool for a Direction Sensitive Fuzzy Information Processing. 249-259 - Krzysztof Renkas, Adam Niewiadomski, Marcin Kacprowicz
Learning Rules for Hierarchical Fuzzy Logic Systems with Selective Fuzzy Controller Activation. 260-270 - Pavel V. Sevastjanov
A New Approach to the Rule-Base Evidential Reasoning with Application. 271-282 - Miin-Shen Yang, Yu-Zen Chen, Yessica Nataliani
Bias-Correction Fuzzy C-Regressions Algorithm. 283-293 - Zahra Zamanzadeh Darban
Interval Type-2 Locally Linear Neuro Fuzzy Model Based on Locally Linear Model Tree. 294-304
Evolutionary Algorithms and Their Applications
- Aneta Bera
Hybrids of Two-Subpopulation PSO Algorithm with Local Search Methods for Continuous Optimization. 307-318 - Wojciech Bozejko
Parallel Coevolutionary Algorithm for Three-Dimensional Bin Packing Problem. 319-328 - Petr Bujok, Josef Tvrdík:
Adaptive Differential Evolution: SHADE with Competing Crossover Strategies. 329-339 - Marcin Czajkowski
A Parallel Approach for Evolutionary Induced Decision Trees. MPI+OpenMP Implementation. 340-349 - Dariusz Palka, Marek Zachara
Automatic Grammar Induction for Grammar Based Genetic Programming. 350-360 - Zbigniew Pliszka, Olgierd Unold:
On the Ability of the One-Point Crossover Operator to Search the Space in Genetic Algorithms. 361-369 - Michal Pluhacek
Multiple Choice Strategy for PSO Algorithm Enhanced with Dimensional Mutation. 370-378 - Wojciech Rafajlowicz:
A Hybrid Differential Evolution-Gradient Optimization Method. 379-388 - Roman Senkerik
On the Tuning of Complex Dynamics Embedded into Differential Evolution. 389-399
Classification and Estimation
- Andrea Bohnsack, Kristin Domaschke, Marika Kaden, Mandy Lange, Thomas Villmann:
Mathematical Characterization of Sophisticated Variants for Relevance Learning in Learning Matrix Quantization Based on Schatten-p-norms. 403-414 - Wojciech Marian Czarnecki:
Adaptive Active Learning with Ensemble of Learners and Multiclass Problems. 415-426 - Tomasz Galkowski
Orthogonal Series Estimation of Regression Functions in Nonstationary Conditions. 427-435 - Przemyslaw Klesk
A Comparison of Shallow Decision Trees Under Real-Boost Procedure with Application to Landmine Detection Using Ground Penetrating Radar. 436-447 - Krystian Lapa
A New Interpretability Criteria for Neuro-Fuzzy Systems for Nonlinear Classification. 448-468 - Bartosz A. Nowak, Robert K. Nowicki
Multi-class Nearest Neighbour Classifier for Incomplete Data Handling. 469-480 - Przemyslaw Spurek, Mateusz Wójcik
Cross-Entropy Clustering Approach to One-Class Classification. 481-490 - Krzysztof Tyburek
Comparison of the Efficiency of Time and Frequency Descriptors Based on Different Classification Conceptions. 491-502 - Tomasz Zabinski
CNC Milling Tool Head Imbalance Prediction Using Computational Intelligence Methods. 503-514
Computer Vision, Image and Speech Analysis
- Beibei Cheng, Eric T. Matson:
A Feature-Based Machine Learning Agent for Automatic Rice and Weed Discrimination. 517-527 - Michal Cholewa
Relation of Average Error in Prolate Spheroidal Wave Functions Algorithm for Bandlimited Functions Approximation to Radius of Information. 528-540 - Ewa Dudek-Dyduch
Algebraic Logical Meta-Model of Decision Processes - New Metaheuristics. 541-554 - Mariem Farhat, Slim Mhiri, Moncef Tagina:
Specific Object Detection Scheme Based on Descriptors Fusion Using Belief Functions. 555-565 - Rafal Grycuk
Video Key Frame Detection Based on SURF Algorithm. 566-576 - Katarzyna Grzesiak-Kopec, Leszek Nowak
Automatic Diagnosis of Melanoid Skin Lesions Using Machine Learning Methods. 577-585 - Michal Knas, Robert Cierniak
An Edge Detection Using 2D Gaussian Function in Computed Tomography. 586-593 - Karolina Nurzynska
Facial Displays Description Schemas for Smiling vs. Neutral Emotion Recognition. 594-605 - Piotr Plonski, Dorota Stefan, Robert Sulej, Krzysztof Zaremba
Image Segmentation in Liquid Argon Time Projection Chamber Detector. 606-615 - Ewaryst Rafajlowicz
Massively Parallel Change Detection with Application to Visual Quality Control. 616-625 - Zain Shabbir, Absar Ullah Khan, Aun Irtaza, Muhammad Tariq Mahmood
A Fuzzy Logic Approach for Gender Recognition from Face Images with Embedded Bandlets. 626-637 - Piotr S. Szczepaniak:
Interpretation of Image Segmentation in Terms of Justifiable Granularity. 638-648 - Krzysztof Wiaderek
Information Granules in Application to Image Recognition. 649-659 - Marcin Wozniak
Can We Process 2D Images Using Artificial Bee Colony? 660-671
Workshop: Large-Scale Visual Recognition and Machine Learning
- Jerzy Balicki
Improving Effectiveness of SVM Classifier for Large Scale Data. 675-686 - Marcin Blachnik
Reducing Time Complexity of SVM Model by LVQ Data Compression. 687-695 - Sohrab Ferdowsi, Sviatoslav Voloshynovskiy
Secure Representation of Images Using Multi-layer Compression. 696-705 - Marcin Gabryel
Image Indexing and Retrieval Using GSOM Algorithm. 706-714 - Rafal Grycuk
Multi-layer Architecture For Storing Visual Data Based on WCF and Microsoft SQL Server Database. 715-726 - Mateusz Jadczyk, Arkadiusz Tomczyk
Object Localization Using Active Partitions and Structural Description. 727-736 - Dimche Kostadinov, Sviatoslav Voloshynovskiy
Supervised Transform Learning for Face Recognition. 737-746 - Patryk Najgebauer
Fast Dictionary Matching for Content-Based Image Retrieval. 747-756 - Aleksandra Postawka, Przemyslaw Sliwinski:
Recognition and Modeling of Atypical Children Behavior. 757-767 - Rania Rebai Boukhriss, Emna Fendri
Intelligent Fusion of Infrared and Visible Spectrum for Video Surveillance Application. 768-777 - Janusz A. Starzyk:
Visual Saccades for Object Recognition. 778-788 - Michal Vagac
Improving Image Processing Performance Using Database User-Defined Functions. 789-799
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