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ORCIDMICAI 2017: Enseneda, Mexico
- Félix Castro, Sabino Miranda-Jiménez, Miguel González-Mendoza:
Advances in Soft Computing - 16th Mexican International Conference on Artificial Intelligence, MICAI 2017, Enseneda, Mexico, October 23-28, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10632, Springer 2018, ISBN 978-3-030-02836-7
Neural Networks
- Hiram Ponce, María de Lourdes Martínez-Villaseñor
:
Versatility of Artificial Hydrocarbon Networks for Supervised Learning. 3-16 - Hiram Ponce, Guillermo González, Luis Miralles-Pechuán, María de Lourdes Martínez-Villaseñor:
Human Activity Recognition on Mobile Devices Using Artificial Hydrocarbon Networks. 17-29 - José E. Valdez Rodríguez, Hiram Calvo, Edgardo Manuel Felipe Riverón:
Road Perspective Depth Reconstruction from Single Images Using Reduce-Refine-Upsample CNNs. 30-40 - Víctor Lobato-Ríos, Ana Cecilia Tenorio-González, Eduardo F. Morales:
Fast Learning for Accurate Object Recognition Using a Pre-trained Deep Neural Network. 41-53 - Ghodratolah Dastfal, Samad Nejatian, Hamid Parvin, Vahideh Rezaie:
Introducing a Classification Model Based on SVM for Network Intrusion Detection. 54-66
Evolutionary Algorithms and Optimization
- Abel García-Nájera, Antonio López Jaimes, Saúl Zapotecas Martínez:
On the Many-Objective Pickup and Delivery Problem: Analysis of the Performance of Three Evolutionary Algorithms. 69-81 - Lucas Borges de Moraes, Adriano Fiorese, Rafael Stubs Parpinelli:
An Evolutive Scoring Method for Cloud Computing Provider Selection Based on Performance Indicators. 82-94 - Marco A. López Medina, José Raymundo Marcial-Romero, Guillermo De Ita, Rosa Maria Valdovinos:
A Fast and Efficient Method for #2SAT via Graph Transformations. 95-106 - Jan Quequezana-Buendia, Julio Santisteban:
AL-DDoS Attack Detection Optimized with Genetic Algorithms. 107-117 - Fernando Gómez-Herrera, Rodolfo A. Ramirez-Valenzuela, José Carlos Ortiz-Bayliss, Iván Amaya, Hugo Terashima-Marín:
A Quartile-Based Hyper-heuristic for Solving the 0/1 Knapsack Problem. 118-128 - Darian Horacio Grass-Boada, Airel Pérez Suárez, Rafael Bello, Alejandro Rosete:
Extending the Pareto-Dominance Based MOEAs Framework for Overlapping Community Detection. 129-141 - Broderick Crawford, Ricardo Soto, Enrique Cortés:
New Advances in the Development of a Thermodynamic Equilibrium-Inspired Metaheuristic. 142-153 - Cristian Ordoñez, Edgar Ruano, Carlos Cobos, Hugo Ordoñez, Armando Ordóñez:
Comparative Analysis of MOGBHS with Other State-of-the-Art Algorithms for Multi-objective Optimization Problems. 154-170
Hybrid Intelligent Systems and Fuzzy Logic
- Moulay Rachid Douiri, Sidi Mohamed Douiri:
Global Maximum Power Point Tracking Based on Intelligent Approach for Photovoltaic System Under Partial Shading Conditions. 173-184 - Angel Kuri-Morales, Alejandro Cartas Ayala:
Automatic Closed Modeling of Multiple Variable Systems Using Soft Computation. 185-196 - Mabel Frias Dominguez, Yaima Filiberto, Gonzalo Nápoles, Yadira García-Socarrás, Koen Vanhoof, Rafael Bello:
Fuzzy Cognitive Maps Reasoning with Words Based on Triangular Fuzzy Numbers. 197-207 - Raciel Yera, Yaile Caballero:
A Fuzzy Approach for Recommending Problems to Solve in Programming Online Judges. 208-220 - Vinicius Souza, Glêdson Elias:
A Fuzzy-Based Approach for Selecting Technically Qualified Distributed Software Development Teams. 221-235 - Francisco Torres, Leticia Neira, Luis M. Torres-Treviño:
Smart Selection of Materials for Product Prototype Fabrication. 236-242
Machine Learning and Data Mining
- Daniel Pusil, Carlos Cobos, Martha Mendoza:
A Comparative Study of Harmony Search Algorithms for Improving the Training Process of Extreme Learning Machines. 245-256 - Antonieta Martínez-Velasco, María de Lourdes Martínez-Villaseñor:
A Survey of Machine Learning Approaches for Age Related Macular Degeneration Diagnosis and Prediction. 257-266 - Eduarda Portela, Rita P. Ribeiro, João Gama:
Outliers and the Simpson's Paradox. 267-278 - Ángel Díaz-Pacheco, Jesús A. González Bernal, Carlos Alberto Reyes García, Hugo Jair Escalante Balderas:
Full Model Selection in Big Data. 279-289 - Ivett E. Fuentes Herrera, Beatriz Valdés Pérez, María Matilde García Lorenzo, Leticia Arco García, Mabel M. Herrera González, Rolando de la C. Fuentes Morales:
A Case-Based Reasoning Framework for Clinical Decision Making. 290-301 - Santiago Yip Ortuño, José Alberto Hernández Aguilar, Blanca Taboada, Carlos Alberto Ochoa Ortíz Zezzatti, Miguel Pérez-Ramírez, Gustavo Arroyo-Figueroa:
The Use of Artificial Intelligence for the Intrusion Detection System in Computer Networks. 302-312 - Mauricio Martínez-Medina, Miguel González-Mendoza, Oscar Herrera-Alcántara:
Jeffrey Divergence Applied to Docking Virtual. 313-324 - Iván Ramírez Mejia, Ildar Z. Batyrshin:
Towards a Classification of Binary Similarity Measures. 325-335 - Veronica Oliveira de Carvalho, Davi Duarte de Paula, Mateus Violante Pacheco, Waldeilson Eder dos Santos, Renan de Padua, Solange Oliveira Rezende:
Ranking Association Rules by Clustering Through Interestingness. 336-351 - Tarsis Marinho, Michel de Sousa Miranda, Heitor Barros, Evandro Costa, Patrick Henrique da S. Brito:
An Approach for Automatic Discovery, Composition and Invocation of Semantics Web Services for Data Mining. 352-364
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