Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013

Publisher Springer

Format

eBook

2nd Edition 1st Edition

Quantity

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Publisher

Springer

Volume

Copyright

2013

ISBN13

9783319009698

Release

Format

eBook

Grade Level

College Freshman - College Senior

DDC
TBD

Overview

The computer recognition systems are nowadays one of the most promising directions in artificial intelligence. This book is the most comprehensive study of this field. It contains a collection of 86 carefully selected articles contributed by experts of pattern recognition. It reports on current research with respect to both methodology and applications. In particular, it includes the following sections:Biometrics Data Stream Classification and Big Data Analytics\xa0Features, learning, and classifiers Image processing and computer vision Medical applications Miscellaneous applications Pattern recognition and image processing in robotics\xa0Speech and word recognitionThis book is a great reference tool for scientists who deal with the problems of designing computer pattern recognition systems. Its target readers can be the as well researchers as students of computer science, artificial intelligence or robotics.
Front Cover.
Editorial Board.
Title Page.
Copyright Page.
Preface.
Contents.
1: Features, Learning, and Classifiers.
2: Toward Computer-Aided Interpretation of Situations.
3: Classification of Multi-dimensional Distributions Using Order Statistics Criteria.
4: Knowledge Extraction from Graph-Based Structures in Conceptual Design.
5: Estimation of the Relations of: Equivalence, Tolerance and Preference on the Basis of Pairwise Comparisons.
6: Generalized Constraint Design of Linear-Phase FIR Digital Filters.
7: Reduced Kernel Extreme Learning Machine.
8: Using Positional Information in Modeling Inflorescence Discs.
9: A New Method for Random Initialization of the EM Algorithm for Multivariate Gaussian Mixture Learning.
10: Heuristic Optimization Algorithms for a Tree-Based Image Dissimilarity Measure.
11: Model of Syntactic Recognition of Distorted String Patterns with the Help of GDPLL (k)-Based Automata.
12: Decision Rules in Simple Decision Systems over Ontological Graphs.
13: Nonlinear Extension of the IRLS Classifier Using Clustering with Pairs of Prototypes.
14: Separable Linearization of Learning Sets by Ranked Layer of Radial Binary Classifiers.
15: Hidden Markov Models For Two-Dimensional Data.
16: Methods of Learning Classifier Competence Applied to the Dynamic Ensemble Selection.
17: The Method of Improving the Structure of the Decision Tree Given by the Experts.
18: Biometrics.
19: Face Detection and Recognition under Heterogeneous Database Based on Fusion of Catadioptric and PTZ Vision Sensors.
20: Eigenfaces, Fisherfaces, Laplacianfaces, Marginfaces – How to Face the Face Verification Task.
21: A Content Based Feature Combination Method for Face Recognition.
22: Face Recognition Based on Sequence of Images.
23: Statistical Analysis in Signature Recognition System Based on Levenshtein Distance.
24: A Computational Assessment of a Blood Vessel's Roughness.
25: Performance Benchmarking of Different Binarization Techniques for Fingerprint-Base
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Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013

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