Pattern Recognition

1. Front Matter

   Pages I-XI

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2. Pattern Recognition Principles

   1. Front Matter

      Pages 1-1

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   2. Patterns of Go Gaming by Ising Model

      • Arturo Yee, Matías Alvarado

      Pages 3-11

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

      • Lauro Vargas-Ruíz, Anilu Franco-Arcega, María-de-los-Ángeles Alonso-Lavernia

      Pages 12-22

   4. Class-Specific Reducts vs. Classic Reducts in a Rule-Based Classifier: A Case Study

      • Manuel S. Lazo-Cortés, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa

      Pages 23-30

   5. On the Construction of a Specific Algebra for Composing Tonal Counterpoint

      • Erick G. G. de Paz, Malaquías Quintero-Flores, Xavier Quiñones-Solís

      Pages 31-40

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

      • Vladímir Rodríguez-Diez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Manuel S. Lazo-Cortés

      Pages 41-50

   7. Fast Convex Hull by a Geometric Approach

      • Alberto Beltrán-Herrera, Sonia Mendoza

      Pages 51-61

   8. An Experimental Study on Ant Colony Optimization Hyper-Heuristics for Solving the Knapsack Problem

      • Bronson Duhart, Fernando Camarena, José Carlos Ortiz-Bayliss, Ivan Amaya, Hugo Terashima-Marín

      Pages 62-71

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

      • Marco A. López, J. Raymundo Marcial-Romero, Guillermo De Ita, Yolanda Moyao

      Pages 72-81

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

       • Karina Figueroa, Nora Reyes, Antonio Camarena-Ibarrola, L. Valero-Elizondo

       Pages 82-92

   11. Modelling 3-Coloring of Polygonal Trees via Incremental Satisfiability

       • Cristina López-Ramírez, Guillermo De Ita, Alfredo Neri

       Pages 93-102

3. Deep Learning, Neural Networks and Associative Memories

   1. Front Matter

      Pages 103-103

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

      • A. Reyes-Nava, J. S. Sánchez, R. Alejo, A. A. Flores-Fuentes, E. Rendón-Lara

      Pages 105-115

   3. Extreme Points of Convex Polytopes Derived from Lattice Autoassociative Memories

      • Gerhard X. Ritter, Gonzalo Urcid

      Pages 116-125

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

      • Luis G. Hernández, Javier M. Antelis

      Pages 126-134

   5. Learning Word and Sentence Embeddings Using a Generative Convolutional Network

      • Edgar Vargas-Ocampo, Edgar Roman-Rangel, Jorge Hermosillo-Valadez

      Pages 135-144

   6. Dense Captioning of Natural Scenes in Spanish

      • Alejandro Gomez-Garay, Bogdan Raducanu, Joaquín Salas

      Pages 145-154

   7. Automated Detection of Hummingbirds in Images: A Deep Learning Approach

      • Sergio A. Serrano, Ricardo Benítez-Jimenez, Laura Nuñez-Rosas, Ma del Coro Arizmendi, Harold Greeney, Veronica Reyes-Meza et al.

      Pages 155-166

4. Data Mining

   1. Front Matter

      Pages 167-167

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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. 

• artificial intelligence
• clustering
• computer vision
• descriptors
• data mining
• discrete geometry
• image segmentation
• Natural Language Processing (NLP)
• neural networks
• object recognition
• pattern recognition
• problem solving
• semantics
• Support Vector Machines (SVM)

• National Institute of Astrophysics, Optics and Electronics, Sta. Maria Tonantzintla, Mexico

  José Francisco Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa

• Autonomous University of Puebla, Puebla, Mexico

  José Arturo Olvera-López

• University of South Florida, Tampa, USA

  Sudeep Sarkar

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