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MICAI 2014: Tuxtla Gutiérrez, Mexico
- Alexander F. Gelbukh
, Félix Castro-Espinoza, Sofía N. Galicia-Haro:
Nature-Inspired Computation and Machine Learning - 13th Mexican International Conference on Artificial Intelligence, MICAI 2014, Tuxtla Gutiérrez, Mexico, November 16-22, 2014. Proceedings, Part II. Lecture Notes in Computer Science 8857, Springer 2014, ISBN 978-3-319-13649-3
Genetic and Evolutionary Algorithms
- Noel E. Rodríguez-Maya, Mario Graff
Performance Classification of Genetic Algorithms on Continuous Optimization Problems. 1-12 - Abel García-Nájera, María del Carmen Gómez Fuentes:
A Multi-objective Genetic Algorithm for the Software Project Scheduling Problem. 13-24 - Thiago Gomes Nepomuceno da Silva, Leonardo Sampaio Rocha, José Everardo Bessa Maia:
An Effective Method for MOGAs Initialization to Solve the Multi-Objective Next Release Problem. 25-37 - José Roberto Méndez Rosiles, Antonin Ponsich, Eric Alfredo Rincón García, Román Anselmo Mora Gutiérrez:
Extension of the Method of Musical Composition for the Treatment of Multi-objective Optimization Problems. 38-49 - Erick De La Vega, Juan J. Flores
k-Nearest-Neighbor by Differential Evolution for Time Series Forecasting. 50-60 - Leanderson André, Rafael Stubs Parpinelli:
A Binary Differential Evolution with Adaptive Parameters Applied to the Multiple Knapsack Problem. 61-71
Neural Networks
- Angel Fernando Kuri Morales:
The Best Neural Network Architecture. 72-84 - Jorge Cervantes-Ojeda, María del Carmen Gómez Fuentes:
On the Connection Weight Space Structure of a Two-Neuron Discrete Neural Network: Bifurcations of the Fixed Point at the Origin. 85-94 - Sergio Miguel Hernández-Manzano, Ieroham Baruch:
Stability of Modular Recurrent Trainable Neural Networks. 95-104 - Moulay Rachid Douiri, El Batoul Mabrouki, Ouissam Belghazi, Mohamed Ferfra, Mohamed Cherkaoui:
Intelligent Control of Induction Motor Based Comparative Study: Analysis of Two Topologies. 105-115 - Moulay Rachid Douiri, Mohamed Ferfra, Ouissam Belghazi, Mohamed Cherkaoui:
Auto-Adaptive Neuro-Fuzzy Parameter Regulator for Motor Drive. 116-127
Machine Learning
- Dalia Rodríguez-Salas, Manuel Sabino Lazo-Cortés
Voting Algorithms Model with a Support Sets System by Class. 128-139 - Mohammad Iman Jamnejad, Sajad Parvin, Ali Heidarzadegan, Mohsen Moshki:
A Meta Classifier by Clustering of Classifiers. 140-151 - Luis Carlos Padierna
Multiple Kernel Support Vector Machine Problem Is NP-Complete. 152-159 - Millaray Curilem, Fernando Huenupán
Feature Analysis for the Classification of Volcanic Seismic Events Using Support Vector Machines. 160-171 - Hiram Ponce, Ricardo Padilla:
A Hierarchical Reinforcement Learning Based Artificial Intelligence for Non-Player Characters in Video Games. 172-183 - Pablo H. Ibargüengoytia, Alberto Reyes, Inés Romero-Leon, David Pech, Uriel A. García, Luis Enrique Sucar, Eduardo F. Morales:
Wind Power Forecasting Using Dynamic Bayesian Models. 184-197 - Gonzalo Acuña
Predictive Models Applied to Heavy Duty Equipment Management. 198-205 - Adnan Amin
Customer Churn Prediction in Telecommunication Industry: With and without Counter-Example. 206-218
Machine Learning Applications to Audio and Text
- Alain Manzo-Martinez
Audio-to-Audio Alignment for Performances Tracking. 219-230 - Sohail Masood Bhatti
Statistical Features Based Noise Type Identification. 231-241 - José Luis Oropeza Rodríguez, Sergio Suárez Guerra:
Using Values of the Human Cochlea in the Macro and Micro Mechanical Model for Automatic Speech Recognition. 242-251 - Gabriela Oliva-Juarez, Fabiola Martínez Licona, Alma Martínez-Licona, John Goddard Close:
Identification of Vowel Sounds of the Choapan Variant of Zapotec Language. 252-262 - Partha Pakray, Alexander F. Gelbukh:
An Open-Domain Cause-Effect Relation Detection from Paired Nominals. 263-271 - Pablo N. Mazzucchi-Augel, Hector G. Ceballos:
An Alignment Comparator for Entity Resolution with Multi-valued Attributes. 272-284
Data Mining
- Anilu Franco-Arcega, Kristell D. Franco-Sánchez, Félix Agustín Castro Espinoza, Luis H. García-Islas:
Data Mining for Discovering Patterns in Migration. 285-295 - Lisbeth Rodríguez-Mazahua
Horizontal Partitioning of Multimedia Databases Using Hierarchical Agglomerative Clustering. 296-309 - Ping He, Xiao-hua Xu:
Classification with Graph-Based Markov Chain. 310-318 - Ivan Adrian Lopez Sanchez, Jaime Mora-Vargas, Cipriano A. Santos, Miguel González-Mendoza
Solving Binary Cutting Stock with Matheuristics. 319-330
Fuzzy Logic
- Oscar Castillo
Nature-Inspired Optimization of Type-2 Fuzzy Systems. 331-344 - Daniela Sánchez
Hierarchical Genetic Algorithms for Fuzzy Inference System Optimization Applied to Response Integration for Pattern Recognition. 345-356 - Luis Carlos Gonzalez-Sua, Iván González, Leonardo Garrido, Rogelio Soto:
Low-Cost Fuzzy-Based Obstacle Avoidance Method for Autonomous Agents. 357-369 - Omar Rodríguez-Zalapa, Antonio Hernández Zavala, Jorge Adalberto Huerta Ruelas:
Fuzzy Controller for a Pneumatic Positioning Nonlinear System. 370-381 - Carol Bedoya, Julio Waissman Vilanova, Claudia Victoria Isaza Narvaez
Yager-Rybalov Triple Π Operator as a Means of Reducing the Number of Generated Clusters in Unsupervised Anuran Vocalization Recognition. 382-391
Robotics, Planning, and Scheduling
- Ricardo Zavala-Yoé, Ricardo Ramírez-Mendoza, Daniel Chaparro-Altamirano:
AI-Based Design of a Parallel Robot Used as a Laser Tracker System: Intelligent vs. Nonlinear Classical Controllers. 392-409 - Pavel Surynek:
Simple Direct Propositional Encoding of Cooperative Path Finding Simplified Yet More. 410-425 - Nohé Ramon Cázarez-Castro, Luis T. Aguilar, Selene L. Cardenas-Maciel, Carlos A. Goribar Jiménez:
Pendulum Position Based Fuzzy Regulator of the Furuta Pendulum - A Stable Closed-Loop System Design Approach. 426-435 - Eugene Levner, Boris Kriheli, Amir Elalouf, Dmitry Tsadikovich:
A Fast Scheduling Algorithm for Detection and Localization of Hidden Objects Based on Data Gathering in Wireless Sensor Networks. 436-450 - Martin Kolombo, Roman Barták:
A Constraint-Based Planner for Mars Express Orbiter. 451-463
Biomedical Applications
- Livier Rentería-Gutiérrez, Félix Fernando González-Navarro, Margarita Stilianova-Stoytcheva, Lluís A. Belanche Muñoz, Brenda Leticia Flores Ríos, Jorge Eduardo Ibarra Esquer
Glucose Oxidase Biosensor Modeling by Machine Learning Methods. 464-473 - Verónica Rodríguez-López
On the Breast Mass Diagnosis Using Bayesian Networks. 474-485 - Flávio Oliveira de Sousa, Alcione de Paiva Oliveira, Luiz Alberto Santana, Fabio Ribeiro Cerqueira, Rodrigo Siqueira-Batista, Andreia Patricia Gomes:
Predicting the Occurrence of Sepsis by In Silico Simulation. 486-498 - Andrzej W. Przybyszewski, Mark A. Kon, Stanislaw Szlufik, Justyna Dutkiewicz, Piotr Habela, Dariusz M. Koziorowski:
Data Mining and Machine Learning on the Basis from Reflexive Eye Movements Can Predict Symptom Development in Individual Parkinson's Patients. 499-509 - Juan Pablo Soto, Julio Waissman, Pedro Flores-Pérez, Gilberto Muñoz-Sandoval:
Agents That Help to Avoid Hyperthermia in Young Children Left in a Baby Seat Inside an Enclosed Car. 510-517
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