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16. ICAISC 2017: Zakopane, Poland
- Leszek Rutkowski
, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz
Artificial Intelligence and Soft Computing - 16th International Conference, ICAISC 2017, Zakopane, Poland, June 11-15, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10245, Springer 2017, ISBN 978-3-319-59062-2
Neural Networks and Their Applications
- Mateusz Antkiewicz, Marcin Kuta
Author Profiling with Classification Restricted Boltzmann Machines. 3-13 - Jaroslaw Bilski
Parallel Implementation of the Givens Rotations in the Neural Network Learning Algorithm. 14-24 - Jaroslaw Bilski
Parallel Levenberg-Marquardt Algorithm Without Error Backpropagation. 25-39 - Alvaro Fuentes, Dong Hyeok Im, Sook Yoon, Dong Sun Park:
Spectral Analysis of CNN for Tomato Disease Identification. 40-51 - Zbigniew Gomolka
From Homogeneous Network to Neural Nets with Fractional Derivative Mechanism. 52-63 - Adrian Horzyk
Neurons Can Sort Data Efficiently. 64-74 - Philip T. G. Jackson, Boguslaw Obara:
Avoiding Over-Detection: Towards Combined Object Detection and Counting. 75-85 - Tibor Kmet, Maria Kmetova
Echo State Networks Simulation of SIR Distributed Control. 86-96 - Janusz Kolbusz, Pawel Rózycki
The Study of Architecture MLP with Linear Neurons in Order to Eliminate the "vanishing Gradient" Problem. 97-106 - Adam Krzyzak, Marian Partyka:
Convergence and Rates of Convergence of Recursive Radial Basis Functions Networks in Function Learning and Classification. 107-117 - Ahmet Küçük, Juan M. Banda
Solar Event Classification Using Deep Convolutional Neural Networks. 118-130 - Mohammad Mohammadi, Michael Biehl
Sequence Learning in Unsupervised and Supervised Vector Quantization Using Hankel Matrices. 131-142 - Angelika Olejczak, Janusz Korniak
Discrete Cosine Transformation as Alternative to Other Methods of Computational Intelligence for Function Approximation. 143-153 - Pawel Rózycki
Improvement of RBF Training by Removing of Selected Pattern. 154-164 - Ewa Skubalska-Rafajlowicz:
Exploring the Solution Space of the Euclidean Traveling Salesman Problem Using a Kohonen SOM Neural Network. 165-174 - Grzegorz Surowka, Maciej Ogorzalek
Resolution Invariant Neural Classifiers for Dermoscopy Images of Melanoma. 175-186 - Lukás Vareka, Tomás Prokop, Roman Moucek
Application of Stacked Autoencoders to P300 Experimental Data. 187-198 - Natalia Vladymyrska, Michal R. Wróbel
NARX Neural Network for Prediction of Refresh Timeout in PIM-DM Multicast Routing. 199-205 - Dmytro Vodianyk, Przemyslaw Rokita
Evolving Node Transfer Functions in Deep Neural Networks for Pattern Recognition. 206-215 - Changju Yang, Shyam Prasad Adhikari, Michal Strzelecki
A Neural Network Circuit Development via Software-Based Learning and Circuit-Based Fine Tuning. 216-228
Fuzzy Systems and Their Applications
- Ludmila Dymova
A Comparative Study of Two Novel Approaches to the Rule-Base Evidential Reasoning. 231-240 - Krystian Jobczyk, Antoni Ligeza:
STRIPS in Some Temporal-Preferential Extension. 241-252 - Maciej Krawczak, Grazyna Szkatula:
Geometrical Interpretation of Impact of One Set on Another Set. 253-262 - Krystian Lapa
A Method for Nonlinear Fuzzy Modelling Using Population Based Algorithm with Flexibly Selectable Operators. 263-278 - Adam Marszalek
Fuzzy Portfolio Diversification with Ordered Fuzzy Numbers. 279-291 - Bartosz Poletajew, Adam Slowik
Using a Hierarchical Fuzzy System for Traffic Lights Control Process. 292-301 - Krzysztof Renkas, Adam Niewiadomski:
Hierarchical Fuzzy Logic Systems in Classification: An Application Example. 302-314 - Carmen R. Sedano, Edson Luiz Ursini
A Bullying-Severity Identifier Framework Based on Machine Learning and Fuzzy Logic. 315-324
Evolutionary Algorithms and Their Applications
- Petr Bujok:
On the Efficiency of Successful-Parent Selection Framework in the State-of-the-art Differential Evolution Variants. 327-336 - Robertas Damasevicius
State Flipping Based Hyper-Heuristic for Hybridization of Nature Inspired Algorithms. 337-346 - Joanna Kolodziejczyk
Improved CUDA PSO Based on Global Topology. 347-358 - Miroslaw Kordos
Optimization of Evolutionary Instance Selection. 359-369 - Ewa Lach
Dynamic Difficulty Adjustment for Serious Game Using Modified Evolutionary Algorithm. 370-379 - Krystian Lapa
Hybrid Initialization in the Process of Evolutionary Learning. 380-393 - Krzysztof Oprzedkiewicz
A Tuning of a Fractional Order PID Controller with the Use of Particle Swarm Optimization Method. 394-407 - Radka Poláková:
Controlling Population Size in Differential Evolution by Diversity Mechanism. 408-417 - Wojciech Rafajlowicz:
Cosmic Rays Inspired Mutation in Genetic Algorithms. 418-426 - Rafael Rivera-López
OC1-DE: A Differential Evolution Based Approach for Inducing Oblique Decision Trees. 427-438 - Filip Rudzinski
An Application of Generalized Strength Pareto Evolutionary Algorithm for Finding a Set of Non-Dominated Solutions with High-Spread and Well-Balanced Distribution in the Logistics Facility Location Problem. 439-450 - Adam Slowik
Efficient Creation of Population of Stable Biquad Sections with Predefined Stability Margin for Evolutionary Digital Filter Design Methods. 451-460
Computer Vision, Image and Speech Analysis
- Leszek J. Chmielewski
Contiguous Line Segments in the Ulam Spiral: Experiments with Larger Numbers. 463-472 - Robert Cierniak
Parallel Realizations of the Iterative Statistical Reconstruction Algorithm for 3D Computed Tomography. 473-484 - Boguslaw Cyganek
Efficient Real-Time Background Detection Based on the PCA Subspace Decomposition. 485-496 - Marcin Gabryel
The Image Classification with Different Types of Image Features. 497-506 - Rafal Grycuk
Local Keypoint-Based Image Detector with Object Detection. 507-517 - Georgii Khachaturov, Josué Figueroa González, Silvia B. González-Brambila
Heavy Changes in the Input Flow for Learning Geography of a Robot Environment. 518-529 - Przemyslaw Klesk
Constant-Time Fourier Moments for Face Detection - Can Accuracy of Haar-Like Features Be Beaten? 530-543 - Michal Knop
Neural Video Compression Based on PVQ Algorithm. 544-551 - Michal Olejniczak, Marek Kraft
Taming the HoG: The Influence of Classifier Choice on Histogram of Oriented Gradients Person Detector Performance. 552-560 - Pawel Rotter
Virtual Cameras and Stereoscopic Imaging for the Supervision of Industrial Processes. 561-569 - Pawel Rotter
Object Detection with Few Training Data: Detection of Subsiding Troughs in SAR Interferograms. 570-579 - Michal Strzelecki
FPGA-Based System for Fast Image Segmentation Inspired by the Network of Synchronized Oscillators. 580-590 - Piotr S. Szczepaniak, Arkadiusz Tomczyk
From Pattern Recognition to Image Understanding. 591-602 - Krzysztof Wiaderek
Linguistic Description of Color Images Generated by a Granular Recognition System. 603-615
Bioinformatics, Biometrics and Medical Applications
- Philip Gouverneur
Classification of Physiological Data for Emotion Recognition. 619-627 - Piotr Augustyniak
Biomimetic Decision Making in a Multisensor Assisted Living Environment. 628-637 - Marian B. Gorzalczany
Classification of Splice-Junction DNA Sequences Using Multi-objective Genetic-Fuzzy Optimization Techniques. 638-648 - Joanna Jaworek-Korjakowska
Automatic Detection of Blue-Whitish Veil as the Primary Dermoscopic Feature. 649-657 - Eliasz Kantoch
Bio-inspired Topology of Wearable Sensor Fusion for Telemedical Application. 658-667 - Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz:
An Evaluation of Fuzzy Measure for Face Recognition. 668-676 - Lukasz Was, Piotr Milczarski
Analysis of Dermatoses Using Segmentation and Color Hue in Reference to Skin Lesions. 677-689 - Marek Palkowski
Improving Data Locality of RNA Secondary Structure Prediction Code. 690-699 - Tomasz Pander
Robust Detection of Systolic Peaks in Arterial Blood Pressure Signal. 700-709 - Piotr Prokopowicz
Fuzzy System as an Assessment Tool for Analysis of the Health-Related Quality of Life for the People After Stroke. 710-721 - Zhonghua Wu, Gang Hu, Kui Wang, Lukasz A. Kurgan
Exploratory Analysis of Quality Assessment of Putative Intrinsic Disorder in Proteins. 722-732 - Marcin Zalasinski
Stability Evaluation of the Dynamic Signature Partitions Over Time. 733-746 - Marcin Zalasinski
A Method for Genetic Selection of the Most Characteristic Descriptors of the Dynamic Signature. 747-760 - Marcin Zalasinski
A Method for Changes Prediction of the Dynamic Signature Global Features over Time. 761-772
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