2021, Volume 19, Number 1

Open Access Restricted Access

Subscription or Fee Access

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

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