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

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

Table of Contents

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    Book Overview
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    Chapter 1 New Ordering-Based Pruning Metrics for Ensembles of Classifiers in Imbalanced Datasets
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    Chapter 2 A Variant of the K-Means Clustering Algorithm for Continuous-Nominal Data
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    Chapter 3 Combining One-vs-One Decomposition and Ensemble Learning for Multi-class Imbalanced Data
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    Chapter 4 Combining One-Versus-One and One-Versus-All Strategies to Improve Multiclass SVM Classifier
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    Chapter 5 A Wrapper Evolutionary Approach for Supervised Multivariate Discretization: A Case Study on Decision Trees
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    Chapter 6 Extreme Learning Machine as a Function Approximator: Initialization of Input Weights and Biases
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    Chapter 7 Electron Neutrino Classification in Liquid Argon Time Projection Chamber Detector
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    Chapter 8 Stroke Tissue Pattern Recognition Based on CT Texture Analysis
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    Chapter 9 Conversion of Belief Networks into Belief Rules: A New Approach
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    Chapter 10 Semi-supervised Naive Hubness Bayesian k-Nearest Neighbor for Gene Expression Data
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    Chapter 11 The Multi-Ranked Classifiers Comparison
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    Chapter 12 Using a Genetic Algorithm for Selection of Starting Conditions for the EM Algorithm for Gaussian Mixture Models
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    Chapter 13 On the Combination of Pairwise and Granularity Learning for Improving Fuzzy Rule-Based Classification Systems: GL-FARCHD-OVO
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    Chapter 14 Measures for Combining Prediction Intervals Uncertainty and Reliability in Forecasting
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    Chapter 15 Detection of Elongated Structures with Hierarchical Active Partitions and CEC-Based Image Representation
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    Chapter 16 Text Detection in Document Images by Machine Learning Algorithms
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    Chapter 17 Blind Source Separation for Improved Load Forecasting on Individual Household Level
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    Chapter 18 Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015
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    Chapter 19 Real-Valued ACS Classifier System: A Preliminary Study
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    Chapter 20 Random Forest Active Learning for Retinal Image Segmentation
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    Chapter 21 A Comparison of Differential Evolution and Genetic Algorithms for the Column Subset Selection Problem
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    Chapter 22 Experiments on Data Classification Using Relative Entropy
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    Chapter 23 Object Recognition Based on Comparative Similarity Assessment
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    Chapter 24 An Efficiency K-Means Data Clustering in Cotton Textile Imports
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    Chapter 25 Discriminant Function Selection in Binary Classification Task
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    Chapter 26 Comparison of Multi-label and Multi-perspective Classifiers in Multi-task Pattern Recognition Problems
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    Chapter 27 New Data Level Approach for Imbalanced Data Classification Improvement
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    Chapter 28 Automatic Syllable Repetition Detection in Continuous Speech Based on Linear Prediction Coefficients
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    Chapter 29 Chain Code-Based Local Descriptor for Face Recognition
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    Chapter 30 Face Recognition Method with Two-Dimensional HMM
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    Chapter 31 Shape-Based Eye Blinking Detection and Analysis
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    Chapter 32 Lip Print Pattern Extraction Using Top-Hat Transform
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    Chapter 33 Effective Lip Prints Preprocessing and Matching Methods
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    Chapter 34 Local Texture Pattern Selection for Efficient Face Recognition and Tracking
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    Chapter 35 Online Extreme Entropy Machines for Streams Classification and Active Learning
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    Chapter 36 A Context-Driven Data Weighting Approach for Handling Concept Drift in Classification
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    Chapter 37 Ontology Learning from Graph-Stream Representation of Complex Process
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    Chapter 38 On Properties of Undersampling Bagging and Its Extensions for Imbalanced Data
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    Chapter 39 Object Tracking Using the Parametric Active Contour Model in Video Streams
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    Chapter 40 Vision Diagnostics of Power Transmission Lines: Approach to Recognition of Insulators
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    Chapter 41 Evaluation of Touchless Typing Techniques with Hand Movement
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    Chapter 42 A Hybrid Field of View Vision System for Efficient Robot Self-localization with QR Codes
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    Chapter 43 Morphologic-Statistical Approach to Detection of Lesions in Liver Tissue in Fish
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    Chapter 44 Artificial Photoreceptors for Ensemble Classification of Hyperspectral Images
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    Chapter 45 Real-Time Eye Detection and Tracking in the Near-Infrared Video for Drivers’ Drowsiness Control
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    Chapter 46 Clothing Similarity Estimation Using Dominant Color Descriptor and SSIM Index
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    Chapter 47 Determination of Road Traffic Flow Based on 3D Wavelet Transform of an Image Sequence
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    Chapter 48 Schmid Filter and Inpainting in Computer-Aided Erosions and Osteophytes Detection Based on Hand Radiographs
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    Chapter 49 Asymmetric Generalized Gaussian Mixtures for Radiographic Image Segmentation
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    Chapter 50 Accurate Classification of ECG Patterns with Subject-Dependent Feature Vector
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    Chapter 51 Environmental Microbiological Content-Based Image Retrieval System Using Internal Structure Histogram
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    Chapter 52 Control of a Multi-joint Hand Prosthesis—An Experimental Approach
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    Chapter 53 Hilbert–Huang Transform Applied to the Recognition of Multimodal Biosignals in the Control of Bioprosthetic Hand
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    Chapter 54 Wavelet Analysis of Cell Nuclei from the Papanicolaou Smears Using Standard Deviation Ratios
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    Chapter 55 EEG Patterns Analysis in the Process of Recovery from Interruptions
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    Chapter 56 Application of Syntactic Pattern Recognition Methods for Electrical Load Forecasting
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    Chapter 57 Improvements to Segmentation Method of Stained Lymphoma Tissue Section Images
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    Chapter 58 Swipe Text Input for Touchless Interfaces
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    Chapter 59 Defect Detection in Furniture Elements with the Hough Transform Applied to 3D Data
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    Chapter 60 Prediction of Trend Reversals in Stock Market by Classification of Japanese Candlesticks
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    Chapter 61 Tracklet-Based Viterbi Track-Before-Detect Algorithm for Line Following Robots
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    Chapter 62 Evolutionary Algorithms for Fast Parallel Classification
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    Chapter 63 A Hardware Architecture for Calculating LBP-Based Image Region Descriptors
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    Chapter 64 Unified Process Management for Service and Manufacture System—Material Resources
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    Chapter 65 Point Image Representation for Efficient Detection of Vehicles
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    Chapter 66 Modelling Dental Milling Process with Machine Learning-Based Regression Algorithms
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    Chapter 67 Rough Sets and Fuzzy Logic Approach for Handwritten Digits and Letters Recognition
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    Chapter 68 Environmental Sounds Recognition Based on Image Processing Methods
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    Chapter 69 Investigating Combinations of Visual Audio Features and Distance Metrics in the Problem of Audio Classification
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    Chapter 70 Enhancing Tracking Capabilities of KDE Background Subtraction-Based Algorithm Using Edge Histograms
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    Chapter 71 Implicit Links-Based Techniques to Enrich K-Nearest Neighbors and Naive Bayes Algorithms for Web Page Classification
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    Chapter 72 Semi-unsupervised Machine Learning for Anomaly Detection in HTTP Traffic
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    Chapter 73 Sentiment Classification of the Slovenian News Texts
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    Chapter 74 A Snoring Sound Analysis Application Using K-Mean Clustering Method on Mobile Devices
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    Chapter 75 DDoS Attacks Detection by Means of Statistical Models
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    Chapter 76 Infrared Image-Based 3D Surface Reconstruction of Free-Form Texture-Less Objects
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    Chapter 77 Utilization of Colour in ICP-based Point Cloud Registration
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    Chapter 78 Range Sensors Simulation Using GPU Ray Tracing
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    Chapter 79 View Synthesis with Kinect-Based Tracking for Motion Parallax Depth Cue on a 2D Display
Overall attention for this book and its chapters
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Title
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015
Published by
Springer, Cham, January 2016
DOI 10.1007/978-3-319-26227-7
ISBNs
978-3-31-926225-3, 978-3-31-926227-7
Editors

Robert Burduk, Konrad Jackowski, Marek Kurzyński, Michał Woźniak, Andrzej Żołnierek

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The data shown below were collected from the profiles of 4 X users who shared this research output. Click here to find out more about how the information was compiled.
 Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 7 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 7 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 2 29%
Student > Postgraduate 2 29%
Student > Master 1 14%
Professor > Associate Professor 1 14%
Researcher 1 14%
Other 0 0%
Readers by discipline Count As %
Computer Science 5 71%
Unknown 2 29%

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