2021 Spring (March), Volume 19, Number 1

Open Access Open Access  Restricted Access Subscription or Fee Access

Table of Contents

Part A: Regular Issue

Consumer-oriented Pineapple Gold Classification Using Neural Networks and Partial Least-Squares Discriminant Analysis PDF
Hugo Fabian Lobatón-García, Natali López-Mejía, Javier Suárez-Peña, Nelly Bibiana Morales-Posada, William Camilo Rodriguez-Vazquez 1-20
Segmentation of Forest Fire Images Based on Convolutional Neural Networks PDF
Nguyen T. Long, Afanasiev D. Alexander, Nguyen T. Huong 21-35
A Top_kws Algorithm for Synthetics and Real Datasets PDF
Kaoutar El handri, Abdellah Idrissi 36-55
Fuzzy Approaches in Failure Mode and Effect Analysis PDF
Annamária Koncz, Zsolt Csaba Johanyák, László Pokorádi 56-76

Part B: Special Issue

Editorial: Special Issue on Machine Learning Methods for Inverse Problems PDF
Elias D. Nino-Ruiz 77-79
MC-Kmeans: an Approach to Cell Image Segmentation Using Clustering Algorithms PDF
Margarita Gamarra, Yesit Manjarres, Melitsa Torres Torres, Jose Escorcia-Gutierrez, Eduardo Zurek 80-94
Parameterizing SIFT and Sparse Dictionary for SVM Based Multi-class Object Classification PDF
Bhavinkumar Gajjar, Hiren Mewada, Ashwin Patani 95-108
Machine Learning Mechanism for Adaptive Tourist Recommendation Using Bayesian Algorithm PDF
Pijitra Jomsri, Worasit Choochaiwattana 109-122
Adaptation of Parallel Framework to Solve Traveling Salesman Problem Using Genetic Algorithms and Tabu Search PDF
Alber Barros Miranda, Daladier Jabba Molinares, Carlos Julio Ardila Hernandez, Luis Guzman Reyes, Jonathan Ruiz-Range 123-137
Long Short Term Memory and Gated Recurrent Unit Predictive Models for Industrial Control Systems PDF
Shraddha Suratkar, Mrunmayee Dhapre, Apurva Vaje 138-156
Influence of Preprocessing and Segmentation on the Complexity of the Learning Machines in Medical Imaging PDF
Juan Guillermo Paniagua, David Restrepo Rivera, Leandro Ariza-Jiménez, Jose Julián Garcés Echeverri, Christian Andrés Diaz León, Diana Lucia Serna-Higuita, Wiston rrazola, Sebastian Arango, Ramiro Velez-Koeppel, Miguel Angel Mejia, Wayner Barrios, Jesus Francisco Vargas-Bonilla, O. L. Quintero 157-177
Deep Learning Methods for Classification of Road Defects PDF
Nguyen T. Huong, Nguyen T. Long 178-192
Laguerre Gauss Kernel for COVID-19 Medical Decision Making From Chest Tomography PDF
Juan Guillermo Paniagua, Emmanuel Salinas Miranda, Jose Julián Garcés E, O. L. Quintero 193-205