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MCPR 2018: Puebla, Mexico
- José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, José Arturo Olvera-López, Sudeep Sarkar:
Pattern Recognition - 10th Mexican Conference, MCPR 2018, Puebla, Mexico, June 27-30, 2018, Proceedings. Lecture Notes in Computer Science 10880, Springer 2018, ISBN 978-3-319-92197-6
Pattern Recognition Principles
- Arturo Yee Rendón
, Matías Alvarado:
Patterns of Go Gaming by Ising Model. 3-11 - Lauro Vargas-Ruíz, Anilu Franco-Arcega
A Novel Criterion to Obtain the Best Feature Subset from Filter Ranking Methods. 12-22 - Manuel S. Lazo-Cortés
Class-Specific Reducts vs. Classic Reducts in a Rule-Based Classifier: A Case Study. 23-30 - Erick G. G. de Paz
On the Construction of a Specific Algebra for Composing Tonal Counterpoint. 31-40 - Vladimir Rodríguez-Diez, José Fco. Martínez-Trinidad
The Impact of Basic Matrix Dimension on the Performance of Algorithms for Computing Typical Testors. 41-50 - Alberto Beltrán-Herrera, Sonia Mendoza
Fast Convex Hull by a Geometric Approach. 51-61 - Bronson Duhart, Fernando Camarena
An Experimental Study on Ant Colony Optimization Hyper-Heuristics for Solving the Knapsack Problem. 62-71 - Marco A. López Medina
A Linear Time Algorithm for Computing #2SAT for Outerplanar 2-CNF Formulas. 72-81 - Karina Figueroa, Nora Reyes, Antonio Camarena-Ibarrola, Luis Valero-Elizondo:
Improving the List of Clustered Permutation on Metric Spaces for Similarity Searching on Secondary Memory. 82-92 - Cristina López-Ramírez, Guillermo De Ita Luna
Modelling 3-Coloring of Polygonal Trees via Incremental Satisfiability. 93-102
Deep Learning, Neural Networks and Associative Memories
- Adriana Reyes-Nava
Performance Analysis of Deep Neural Networks for Classification of Gene-Expression Microarrays. 105-115 - Gerhard X. Ritter, Gonzalo Urcid
Extreme Points of Convex Polytopes Derived from Lattice Autoassociative Memories. 116-125 - Luis G. Hernández
A Comparison of Deep Neural Network Algorithms for Recognition of EEG Motor Imagery Signals. 126-134 - Edgar Vargas-Ocampo
Learning Word and Sentence Embeddings Using a Generative Convolutional Network. 135-144 - Alejandro Gomez-Garay
Dense Captioning of Natural Scenes in Spanish. 145-154 - Sergio A. Serrano, Ricardo Benítez-Jimenez, Laura Nuñez-Rosas
Automated Detection of Hummingbirds in Images: A Deep Learning Approach. 155-166
Data Mining
- Gustavo Padrón-Rivera, Cristina Joaquin-Salas, Jose-Luis Patoni-Nieves, Juan-Carlos Bravo-Perez:
Patterns in Poor Learning Engagement in Students While They Are Solving Mathematics Exercises in an Affective Tutoring System Related to Frustration. 169-177 - Angel Kuri-Morales:
Pattern Discovery in Mixed Data Bases. 178-188 - Niusvel Acosta-Mendoza, Jesús Ariel Carrasco-Ochoa
Image Clustering Based on Frequent Approximate Subgraph Mining. 189-198 - Mireya Tovar
Validation of Semantic Relation of Synonymy in Domain Ontologies Using Lexico-Syntactic Patterns and Acronyms. 199-208
Computer Vision
- Julia Diaz-Escobar
Scene Text Segmentation Based on Local Image Phase Information and MSER Method. 211-220 - Luis Gerardo de la Fraga
A Lightweight Library for Augmented Reality Applications. 221-228 - Luis Gerardo de la Fraga, Heriberto Cruz-Hernández:
Point Set Matching with Order Type. 229-237 - Laura Alejandra Pinilla-Buitrago, Jesús Ariel Carrasco-Ochoa
Including Foreground and Background Information in Maya Hieroglyph Representation. 238-247 - Reinier Oves García, Luis Valentin, José Martínez-Carranza
A Fast Algorithm for Robot Localization Using Multiple Sensing Units. 248-257 - Saiveth Hernández-Hernández, Antonio Orantes-Molina, Raúl Cruz-Barbosa:
Improving Breast Mass Classification Through Kernel Methods and the Fusion of Clinical Data and Image Descriptors. 258-266 - Wellington Moreira de Jesus, Díbio Leandro Borges:
An Improved Stroke Width Transform to Detect Race Bib Numbers. 267-276 - Juan L. Alonso-Cuevas, Raúl Enrique Sánchez-Yáñez, Evguenii V. Kurmyshev:
Scaled CCR Histogram for Scale-Invariant Texture Classification. 277-286
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