Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017

Description

This book offers a comprehensive study of computer recognition systems? one of the most promising directions in artificial intelligence. It presents a collection of 52 carefully selected articles contributed by experts in the field of pattern recognition, discussing both methodological aspects and applications of current research. It includes the following sections: · Features, learning, and classifiers · Biometrics · Data stream classification and big data analytics · Image processing and computer vision · Medical applications · Applications It is a valuable reference tool for scientists dealing with the problems of designing computer pattern recognition systems, including researchers and students of computer science, artificial intelligence and robotics. Read more... Abstract: This book offers a comprehensive study of computer recognition systems? one of the most promising directions in artificial intelligence. It presents a collection of 52 carefully selected articles contributed by experts in the field of pattern recognition, discussing both methodological aspects and applications of current research. It includes the following sections: · Features, learning, and classifiers · Biometrics · Data stream classification and big data analytics · Image processing and computer vision · Medical applications · Applications It is a valuable reference tool for scientists dealing with the problems of designing computer pattern recognition systems, including researchers and students of computer science, artificial intelligence and robotics Front Matter....Pages i-xv Recognition of Fuzzy or Incompletely Described Objects....Pages 1-11 Evaluating and Comparing Classifiers: Review, Some Recommendations and Limitations....Pages 12-21 Multi-aspect Assessment and Classification of Porous Materials Designed for Tissue Engineering....Pages 22-32 Enhancing English-Japanese Translation Using Syntactic Pattern Recognition Methods....Pages 33-42 Novel Results on Random Walk-Jump Chains That Possess Tree-Based Transitions....Pages 43-52 Travel Time Prediction for Trams in Warsaw....Pages 53-62 Diagnostic Rule Extraction Using the Dempster-Shafer Theory Extended for Fuzzy Focal Elements....Pages 63-72 Gait Recognition Using Motion Trajectory Analysis....Pages 73-82 Methodology of the Construction of a GDPLL(k) Grammar-Based Syntactic Pattern Recognition System....Pages 83-91 Determining of an Estimate of the Equivalence Relation on the Basis of Pairwise Comparisons....Pages 92-101 Classification of Body Regions Based on MRI Log Files....Pages 102-109 Semi-automatic Segmentation of Scattered and Distributed Objects....Pages 110-119 Playback Attack Detection: The Search for the Ultimate Set of Antispoof Features....Pages 120-129 A Vision-Based Method for Automatic Crack Detection in Railway Sleepers....Pages 130-139 Towards Privacy-Aware Keyboards....Pages 140-147 Saliency-Based Optimization for the Histogram of Oriented Gradients-Based Detection Methods....Pages 148-158 Efficient Sketch Recognition Based on Shape Features and Multidimensional Indexing....Pages 159-169 Performance Evaluation of Selected Thermal Imaging-Based Human Face Detectors....Pages 170-181 On a New Method of Dynamic Integration of Fuzzy Linear Regression Models....Pages 182-190 Ensemble Machine Learning Approach for Android Malware Classification Using Hybrid Features....Pages 191-200 An Ensemble of Weak Classifiers for Pattern Recognition in Motion Capture Clouds of Points....Pages 201-210 Portable Dynamic Malware Analysis with an Improved Scalability and Automatisation....Pages 211-220 Projection-Based Person Identification....Pages 221-228 3-Steps Keyboard: Reduced Interaction Interface for Touchless Typing with Head Movements....Pages 229-237 An Algorithm for Selective Preprocessing of Multi-class Imbalanced Data....Pages 238-247 The Method of Person Verification by Use of Finger Knuckle Images....Pages 248-257 On a New Method for Improving Weak Classifiers Using Bayes Metaclassifier....Pages 258-267 Recent Advances in Image Pre-processing Methods for Palmprint Biometrics....Pages 268-275 Some Properties of Consensus-Based Classification....Pages 276-285 Knowledge Based Active Partition Approach for Heart Ventricle Recognition....Pages 286-297 The Method of Teeth Region Detection in Panoramic Dental Radiographs....Pages 298-307 Color Independent Quality Assessment of 3D Printed Surfaces Based on Image Entropy....Pages 308-315 Raster Maps Search Using Text Queries and Reasoning....Pages 316-325 Nuclei Recognition Using Iterated Conditional Modes Approach....Pages 326-335 Feature Selection in Texts....Pages 336-345 Image Processing and Analysis in Lung Cancer Cells Growth....Pages 346-356 Frame-to-Frame Visual Odometry: The Importance of Local Transformations....Pages 357-366 Chiron: A Robust Recommendation System with Graph Regularizer....Pages 367-376 A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI....Pages 377-385 Automated Segmentation of Visceral Adiposity in MRI in Obese Children....Pages 386-392 EEG Classification for MI-BCI with Independent Component Analysis....Pages 393-402 Objective Description of Choral Singers Voice Quality Using Glottal-to-Noise Excitation Ratio....Pages 403-411 Permutation-Based Diversity Measure for Classifier-Chain Approach....Pages 412-422 Static Posed Versus Genuine Smile Recognition....Pages 423-432 Competitive Detector of Changes with a Statistical Test....Pages 433-442 A Novel Simulated Annealing Based Training Algorithm for Data Stream Processing Ensemble Classifier....Pages 443-452 Tweet Classification Framework for Detecting Events Related to Health Problems....Pages 453-461 Real-Time Image Content Assessment for Underwater Robot Manoeuvring Based on Structural Tensor Analysis....Pages 462-471 Distributed DBSCAN Algorithm – Concept and Experimental Evaluation....Pages 472-480 Combining Active Learning and Self-Labeling for Data Stream Mining....Pages 481-490 Drift Detection Algorithm Using the Discriminant Function of the Base Classifiers....Pages 491-498 An Algorithm for Detecting the Instant of Olfactory Stimulus Perception, Using the EEG Signal and the Hilbert-Huang Transform....Pages 499-505 Back Matter....Pages 507-508