Pattern Recognition : 10th Mexican Conference, MCPR 2018, Puebla, Mexico, June 27-30, 2018, Proceedings / edited by José Francisco Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, José Arturo Olvera-López, Sudeep Sarkar.

Format:

Book

Contributor:

Martínez Trinidad, José Francisco, Editor.

Carrasco Ochoa, Jesús Ariel, Editor.

Olvera-López, José Arturo, Editor.

Sarkar, Sudeep, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 10880

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 10880

Language:

English

Subjects (All):

Pattern recognition systems.

Artificial intelligence.

Computer vision.

Automated Pattern Recognition.

Artificial Intelligence.

Computer Vision.

Local Subjects:

Automated Pattern Recognition.

Artificial Intelligence.

Computer Vision.

Physical Description:

1 online resource (XI, 288 pages) : 113 illustrations

Edition:

1st ed. 2018.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2018.

System Details:

text file PDF

Summary:

This book constitutes the proceedings of the 10th Mexican Conference on Pattern Recognition, MCPR 2018, held in Puebla, Mexico, in June 2018. The 28 papers presented in this volume were carefully reviewed and selected from 44 submissions. They were organized in topical sections named: pattern recognition principles; deep learning, neural networks and associative memories; data mining; and computer vision. .

Contents:

Pattern Recognition Principles

Patterns of Go gaming by Ising model

A Novel Criterion to Obtain the Best Feature Subset from Filter Ranking Methods

Class-specific Reducts vs. Classic Reducts in a Rule-based Classifier: A Case Study

On the Construction of a Specific Algebra for Composing Tonal Counterpoint

The Impact of Basic Matrix Dimension on the Performance of Algorithms for Computing Typical Testors

Fast Convex Hull by a Geometric Approach

An Experimental Study on Ant Colony Optimization Hyper-heuristics for Solving the Knapsack Problem

A Linear Time Algorithm for Computing #2SAT for Outerplanar 2-CNF Formulas

Improving the List of Clustered Permutation on Metric Spaces for Similarity Searching on Secondary Memory

Modelling 3-Coloring of Polygonal Trees via Incremental Satisfiability

Deep Learning, Neural Networks and Associative Memories

Performance Analysis of Deep Neural Networks for Classification of Gene-Expression Microarrays

Extreme Points of Convex Polytopes Derived from Lattice Autoassociative Memories

A Comparison of Deep Neural Network Algorithms for Recognition of EEG Motor Imagery Signals

Learning Word and Sentence Embeddings using a Generative Convolutional Network

Dense Captioning of Natural Scenes in Spanish

Automated Detection of Hummingbirds in Images: a Deep Learning Approach

Data Mining

Patterns in Poor Learning Engagement in Students While They are Solving Mathematics Exercises in an Affective Tutoring System Related to Frustration

Pattern Discovery in Mixed Data Bases

Image Clustering based on Frequent Approximate Subgraph Mining

Validation of Semantic Relation of Synonymy in Domain Ontologies using Lexico-Syntactic Patterns and Acronyms

Computer Vision

Scene Text Segmentation Based on Local Image Phase Information and MSER Method

A Lightweight Library for Augmented Reality Applications

Point Set Matching with Order Type

Including Foreground and Background Information in Maya Hieroglyph Representation

A Fast Algorithm for Robot Localization using Multiple Sensing Units

Improving Breast Mass Classification through Kernel Methods and the Fusion of Clinical Data and Image Descriptors

An Improved Stroke Width Transform to Detect Race Bib Numbers

Scaled CCR Histogram for Scale-invariant Texture Classification.

Other Format:

Printed edition:

ISBN:

978-3-319-92198-3

9783319921983

Access Restriction:

Restricted for use by site license.