Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015

Front Matter....Pages i-xiv
Front Matter....Pages 1-1
New Ordering-Based Pruning Metrics for Ensembles of Classifiers in Imbalanced Datasets....Pages 3-15
A Variant of the K-Means Clustering Algorithm for Continuous-Nominal Data....Pages 17-26
Combining One-vs-One Decomposition and Ensemble Learning for Multi-class Imbalanced Data....Pages 27-36
Combining One-Versus-One and One-Versus-All Strategies to Improve Multiclass SVM Classifier....Pages 37-45
A Wrapper Evolutionary Approach for Supervised Multivariate Discretization: A Case Study on Decision Trees....Pages 47-58
Extreme Learning Machine as a Function Approximator: Initialization of Input Weights and Biases....Pages 59-69
Electron Neutrino Classification in Liquid Argon Time Projection Chamber Detector....Pages 71-79
Stroke Tissue Pattern Recognition Based on CT Texture Analysis....Pages 81-90
Conversion of Belief Networks into Belief Rules: A New Approach....Pages 91-100
Semi-supervised Naive Hubness Bayesian k-Nearest Neighbor for Gene Expression Data....Pages 101-110
The Multi-Ranked Classifiers Comparison....Pages 111-123
Using a Genetic Algorithm for Selection of Starting Conditions for the EM Algorithm for Gaussian Mixture Models....Pages 125-134
On the Combination of Pairwise and Granularity Learning for Improving Fuzzy Rule-Based Classification Systems: GL-FARCHD-OVO....Pages 135-146
Measures for Combining Prediction Intervals Uncertainty and Reliability in Forecasting....Pages 147-157
Detection of Elongated Structures with Hierarchical Active Partitions and CEC-Based Image Representation....Pages 159-168
Text Detection in Document Images by Machine Learning Algorithms....Pages 169-179
Blind Source Separation for Improved Load Forecasting on Individual Household Level....Pages 181-190
Hierarchical Gaussian Mixture Model with Objects Attached to Terminal and Non-terminal Dendrogram Nodes....Pages 191-201
Real-Valued ACS Classifier System: A Preliminary Study....Pages 203-211
Random Forest Active Learning for Retinal Image Segmentation....Pages 213-221
Front Matter....Pages 1-1
A Comparison of Differential Evolution and Genetic Algorithms for the Column Subset Selection Problem....Pages 223-232
Experiments on Data Classification Using Relative Entropy....Pages 233-242
Object Recognition Based on Comparative Similarity Assessment....Pages 243-253
An Efficiency K-Means Data Clustering in Cotton Textile Imports....Pages 255-264
Discriminant Function Selection in Binary Classification Task....Pages 265-273
Comparison of Multi-label and Multi-perspective Classifiers in Multi-task Pattern Recognition Problems....Pages 275-282
New Data Level Approach for Imbalanced Data Classification Improvement....Pages 283-294
Automatic Syllable Repetition Detection in Continuous Speech Based on Linear Prediction Coefficients....Pages 295-304
Front Matter....Pages 305-305
Chain Code-Based Local Descriptor for Face Recognition....Pages 307-316
Face Recognition Method with Two-Dimensional HMM....Pages 317-325
Shape-Based Eye Blinking Detection and Analysis....Pages 327-335
Lip Print Pattern Extraction Using Top-Hat Transform....Pages 337-346
Effective Lip Prints Preprocessing and Matching Methods....Pages 347-357
Local Texture Pattern Selection for Efficient Face Recognition and Tracking....Pages 359-368
Front Matter....Pages 369-369
Online Extreme Entropy Machines for Streams Classification and Active Learning....Pages 371-381
A Context-Driven Data Weighting Approach for Handling Concept Drift in Classification....Pages 383-393
Ontology Learning from Graph-Stream Representation of Complex Process....Pages 395-405
On Properties of Undersampling Bagging and Its Extensions for Imbalanced Data....Pages 407-417
Front Matter....Pages 419-419
Object Tracking Using the Parametric Active Contour Model in Video Streams....Pages 421-429
Vision Diagnostics of Power Transmission Lines: Approach to Recognition of Insulators....Pages 431-440
Front Matter....Pages 419-419
Evaluation of Touchless Typing Techniques with Hand Movement....Pages 441-449
A Hybrid Field of View Vision System for Efficient Robot Self-localization with QR Codes....Pages 451-460
Morphologic-Statistical Approach to Detection of Lesions in Liver Tissue in Fish....Pages 461-470
Artificial Photoreceptors for Ensemble Classification of Hyperspectral Images....Pages 471-479
Real-Time Eye Detection and Tracking in the Near-Infrared Video for Drivers’ Drowsiness Control....Pages 481-490
Clothing Similarity Estimation Using Dominant Color Descriptor and SSIM Index....Pages 491-500
Determination of Road Traffic Flow Based on 3D Wavelet Transform of an Image Sequence....Pages 501-507
Front Matter....Pages 509-509
Schmid Filter and Inpainting in Computer-Aided Erosions and Osteophytes Detection Based on Hand Radiographs....Pages 511-519
Asymmetric Generalized Gaussian Mixtures for Radiographic Image Segmentation....Pages 521-532
Accurate Classification of ECG Patterns with Subject-Dependent Feature Vector....Pages 533-541
Environmental Microbiological Content-Based Image Retrieval System Using Internal Structure Histogram....Pages 543-552
Control of a Multi-joint Hand Prosthesis—An Experimental Approach....Pages 553-563
Hilbert–Huang Transform Applied to the Recognition of Multimodal Biosignals in the Control of Bioprosthetic Hand....Pages 565-575
Wavelet Analysis of Cell Nuclei from the Papanicolaou Smears Using Standard Deviation Ratios....Pages 577-586
EEG Patterns Analysis in the Process of Recovery from Interruptions....Pages 587-596
Front Matter....Pages 597-597
Application of Syntactic Pattern Recognition Methods for Electrical Load Forecasting....Pages 599-607
Improvements to Segmentation Method of Stained Lymphoma Tissue Section Images....Pages 609-617
Swipe Text Input for Touchless Interfaces....Pages 619-629
Defect Detection in Furniture Elements with the Hough Transform Applied to 3D Data....Pages 631-640
Prediction of Trend Reversals in Stock Market by Classification of Japanese Candlesticks....Pages 641-647
Front Matter....Pages 597-597
Tracklet-Based Viterbi Track-Before-Detect Algorithm for Line Following Robots....Pages 649-658
Evolutionary Algorithms for Fast Parallel Classification....Pages 659-670
A Hardware Architecture for Calculating LBP-Based Image Region Descriptors....Pages 671-679
Unified Process Management for Service and Manufacture System—Material Resources....Pages 681-690
Point Image Representation for Efficient Detection of Vehicles....Pages 691-700
Modelling Dental Milling Process with Machine Learning-Based Regression Algorithms....Pages 701-711
Rough Sets and Fuzzy Logic Approach for Handwritten Digits and Letters Recognition....Pages 713-722
Environmental Sounds Recognition Based on Image Processing Methods....Pages 723-732
Investigating Combinations of Visual Audio Features and Distance Metrics in the Problem of Audio Classification....Pages 733-744
Enhancing Tracking Capabilities of KDE Background Subtraction-Based Algorithm Using Edge Histograms....Pages 745-754
Implicit Links-Based Techniques to Enrich K-Nearest Neighbors and Naive Bayes Algorithms for Web Page Classification....Pages 755-766
Semi-unsupervised Machine Learning for Anomaly Detection in HTTP Traffic....Pages 767-775
Sentiment Classification of the Slovenian News Texts....Pages 777-787
A Snoring Sound Analysis Application Using K-Mean Clustering Method on Mobile Devices....Pages 789-796
DDoS Attacks Detection by Means of Statistical Models....Pages 797-806
Front Matter....Pages 807-807
Infrared Image-Based 3D Surface Reconstruction of Free-Form Texture-Less Objects....Pages 809-820
Utilization of Colour in ICP-based Point Cloud Registration....Pages 821-830
Range Sensors Simulation Using GPU Ray Tracing....Pages 831-840
View Synthesis with Kinect-Based Tracking for Motion Parallax Depth Cue on a 2D Display....Pages 841-851
Back Matter....Pages 853-855