Artificial Intelligence and Soft Computing: 16th International Conference, ICAISC 2017, Zakopane, Poland, June 11-15, 2017, Proceedings, Part I

Front Matter....Pages I-XXIV
Front Matter....Pages 1-1
Author Profiling with Classification Restricted Boltzmann Machines....Pages 3-13
Parallel Implementation of the Givens Rotations in the Neural Network Learning Algorithm....Pages 14-24
Parallel Levenberg-Marquardt Algorithm Without Error Backpropagation....Pages 25-39
Spectral Analysis of CNN for Tomato Disease Identification....Pages 40-51
From Homogeneous Network to Neural Nets with Fractional Derivative Mechanism....Pages 52-63
Neurons Can Sort Data Efficiently....Pages 64-74
Avoiding Over-Detection: Towards Combined Object Detection and Counting....Pages 75-85
Echo State Networks Simulation of SIR Distributed Control....Pages 86-96
The Study of Architecture MLP with Linear Neurons in Order to Eliminate the “vanishing Gradient” Problem....Pages 97-106
Convergence and Rates of Convergence of Recursive Radial Basis Functions Networks in Function Learning and Classification....Pages 107-117
Solar Event Classification Using Deep Convolutional Neural Networks....Pages 118-130
Sequence Learning in Unsupervised and Supervised Vector Quantization Using Hankel Matrices....Pages 131-142
Discrete Cosine Transformation as Alternative to Other Methods of Computational Intelligence for Function Approximation....Pages 143-153
Improvement of RBF Training by Removing of Selected Pattern....Pages 154-164
Exploring the Solution Space of the Euclidean Traveling Salesman Problem Using a Kohonen SOM Neural Network....Pages 165-174
Resolution Invariant Neural Classifiers for Dermoscopy Images of Melanoma....Pages 175-186
Application of Stacked Autoencoders to P300 Experimental Data....Pages 187-198
NARX Neural Network for Prediction of Refresh Timeout in PIM–DM Multicast Routing....Pages 199-205
Evolving Node Transfer Functions in Deep Neural Networks for Pattern Recognition....Pages 206-215
A Neural Network Circuit Development via Software-Based Learning and Circuit-Based Fine Tuning....Pages 216-228
Front Matter....Pages 229-229
A Comparative Study of Two Novel Approaches to the Rule-Base Evidential Reasoning....Pages 231-240
STRIPS in Some Temporal-Preferential Extension....Pages 241-252
Geometrical Interpretation of Impact of One Set on Another Set....Pages 253-262
A Method for Nonlinear Fuzzy Modelling Using Population Based Algorithm with Flexibly Selectable Operators....Pages 263-278
Fuzzy Portfolio Diversification with Ordered Fuzzy Numbers....Pages 279-291
Using a Hierarchical Fuzzy System for Traffic Lights Control Process....Pages 292-301
Hierarchical Fuzzy Logic Systems in Classification: An Application Example....Pages 302-314
A Bullying-Severity Identifier Framework Based on Machine Learning and Fuzzy Logic....Pages 315-324
Front Matter....Pages 325-325
On the Efficiency of Successful-Parent Selection Framework in the State-of-the-art Differential Evolution Variants....Pages 327-336
State Flipping Based Hyper-Heuristic for Hybridization of Nature Inspired Algorithms....Pages 337-346
Improved CUDA PSO Based on Global Topology....Pages 347-358
Optimization of Evolutionary Instance Selection....Pages 359-369
Dynamic Difficulty Adjustment for Serious Game Using Modified Evolutionary Algorithm....Pages 370-379
Hybrid Initialization in the Process of Evolutionary Learning....Pages 380-393
A Tuning of a Fractional Order PID Controller with the Use of Particle Swarm Optimization Method....Pages 394-407
Controlling Population Size in Differential Evolution by Diversity Mechanism....Pages 408-417
Cosmic Rays Inspired Mutation in Genetic Algorithms....Pages 418-426
OC1-DE: A Differential Evolution Based Approach for Inducing Oblique Decision Trees....Pages 427-438
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....Pages 439-450
Efficient Creation of Population of Stable Biquad Sections with Predefined Stability Margin for Evolutionary Digital Filter Design Methods....Pages 451-460
Front Matter....Pages 461-461
Contiguous Line Segments in the Ulam Spiral: Experiments with Larger Numbers....Pages 463-472
Parallel Realizations of the Iterative Statistical Reconstruction Algorithm for 3D Computed Tomography....Pages 473-484
Efficient Real-Time Background Detection Based on the PCA Subspace Decomposition....Pages 485-496
The Image Classification with Different Types of Image Features....Pages 497-506
Local Keypoint-Based Image Detector with Object Detection....Pages 507-517
Heavy Changes in the Input Flow for Learning Geography of a Robot Environment....Pages 518-529
Constant-Time Fourier Moments for Face Detection — Can Accuracy of Haar-Like Features Be Beaten?....Pages 530-543
Neural Video Compression Based on PVQ Algorithm....Pages 544-551
Taming the HoG: The Influence of Classifier Choice on Histogram of Oriented Gradients Person Detector Performance....Pages 552-560
Virtual Cameras and Stereoscopic Imaging for the Supervision of Industrial Processes....Pages 561-569
Object Detection with Few Training Data: Detection of Subsiding Troughs in SAR Interferograms....Pages 570-579
FPGA-Based System for Fast Image Segmentation Inspired by the Network of Synchronized Oscillators....Pages 580-590
From Pattern Recognition to Image Understanding....Pages 591-602
Linguistic Description of Color Images Generated by a Granular Recognition System....Pages 603-615
Front Matter....Pages 617-617
Classification of Physiological Data for Emotion Recognition....Pages 619-627
Biomimetic Decision Making in a Multisensor Assisted Living Environment....Pages 628-637
Classification of Splice-Junction DNA Sequences Using Multi-objective Genetic-Fuzzy Optimization Techniques....Pages 638-648
Automatic Detection of Blue-Whitish Veil as the Primary Dermoscopic Feature....Pages 649-657
Bio-inspired Topology of Wearable Sensor Fusion for Telemedical Application....Pages 658-667
An Evaluation of Fuzzy Measure for Face Recognition....Pages 668-676
Front Matter....Pages 617-617
Analysis of Dermatoses Using Segmentation and Color Hue in Reference to Skin Lesions....Pages 677-689
Improving Data Locality of RNA Secondary Structure Prediction Code....Pages 690-699
Robust Detection of Systolic Peaks in Arterial Blood Pressure Signal....Pages 700-709
Fuzzy System as an Assessment Tool for Analysis of the Health-Related Quality of Life for the People After Stroke....Pages 710-721
Exploratory Analysis of Quality Assessment of Putative Intrinsic Disorder in Proteins....Pages 722-732
Stability Evaluation of the Dynamic Signature Partitions Over Time....Pages 733-746
A Method for Genetic Selection of the Most Characteristic Descriptors of the Dynamic Signature....Pages 747-760
A Method for Changes Prediction of the Dynamic Signature Global Features over Time....Pages 761-772
Back Matter....Pages 773-776