Vol. 17 No. 2 (2026)

Guest Editors

Edgar Gonzalo Cossio Franco. Instituto de Información Estadística y Geográfica de Jalisco, México.

Juan Humberto Sossa Azuela. Instituto Politécnico Nacional, México.

Published: 2026-02-16

CINIAI

Generative AI and the scientific landscape: a bibliometric exploration of its global impact

Edgar Gonzalo Cossio Franco, Juan Humberto Sossa Azuela, Víctor Manuel Larios Rosillo, Rocio Maciel Arellano, María Esmeralda Arreola Marín, Mariela Chávez Marcial, José Iraic Alcántar Alcántar, Samuel Efrén Viñas Álvarez, Ramón Alejandro Briseño Martínez, Carolina Del Valle Soto

1-13
- PDF
Systematic Literature Review on the Use of Cluster Analysis in Software Design Activities

Ángel J. Sánchez García, Álvaro Barradas Fernández, Oscar Alonso Ramírez, Xavier Limón

14-26
- PDF
Evaluating the Impact of Domain Adaptation on Transformer-based Models for Low-Resource Purépecha-Spanish Translation

Cecilia González Servín, Christian E. Maldonado Sifuentes, Olga Kolesnicova, Grigori Sidorov

27-37
- PDF
Fine tuning Transformers models for converting handwritten scientific texts into LaTeX format

Ricardo Alvarez Perez, Ricardo Barrón Fernandez

38-54
- PDF
Evaluation of GRU with Attention and DistilBERT in Text Classification Tasks

Ana Laura Lezama Sánchez, Mireya Tovar Vidal

55-61
- PDF
Incremental Development of a Multilayer Neural Network for CAN bus Attack Detection

Ponciano J. Escamilla Ambrosio, Juan C. Venegas Segura, Magdalena Saldaña Pérez, Abraham Rodríguez Mota

62-75
- PDF
OWL Consistency Models in Smart Contracts Design

Rene Davila, Rocio Aldeco Perez, Everardo Barcenas

76-88
- PDF
An improved CNN-based methodology to prevent risky situations in people by recognizing emotions from facial features

José Félix Serrano Talamantes, Mauricio Olguín Carbajal, Gerardo Miramontes de León, Héctor Durán Muñoz, Claudia Sifuentes Gallardo, Carlos Avilés Cruz, Gabriel de Jesús Celis Escudero

89-101
- PDF
A Low-Cost IoT Wearable Device with XGBoost, CNN and SVM for Early Detection of Fever, Tachycardia and Hypoxia

Omar A. Simental Martínez, Héctor A. Guerrero Osuna, Luis F. Luque Vega, Luis Octavio Solís Sánchez

102-117
- PDF
Optimizing Brain Signal Classification through Computational Neuroscience with EMOTIV and Free Software

Griselda Cortés Barrera , Jhacer K. Ruiz Garduño, Claudia T. González Ramírez, Juan Humberto Sossa Azuela, Edgar Corona Organiche, Abraham J. Jiménez Alfaro

118-131
- PDF
The effect of inflation and the economy during the Pandemic years: A Methodological Proposal for Sentiment Analysis in Python

Maria Beatriz Bernábe Loranca , Melissa Mendoza Bernabe , Alberto Carrillo Canán

132-147
- PDF
A Comparative Study of Fusion Methods for Firearm Detection

Kevin Jorge Montes Lorenzo, Francisco José Moo Mena, Antonio Armando Aguileta Güemez

148-162
- PDF
Comparative Analysis of Tail Tip and Hip Based Features for Dog Tail Wag Classification with Depth Cameras and Support Vector Machines

Carlos Enrique Greene-Mex, Antonio Armando Aguileta-Güemez, Jorge Alberto Ríos-Martínez, Raúl Antonio Aguilar Vera

163-173
- PDF
Intelligent Automatic Feeder for Pregnant Sows

Apolinar Velarde Martínez

174-189
- PDF
Conversational agent with integrated tracking based on generative AI considering the effect of document order and structure

Ruy Rodrigo Gutiérrez Tafoya, Maricela Quintana López , Asdrúbal López Chau , Saturnino Job Morales Escobar

190-205
- PDF

Articles

Machine Learning Approach to Multiclass Sentiment Analysis in Dravidian Language Code-Mixed Text

Augustine Ekene Obiadoh, Tolulope Olalekan Abiola, Grigori Sidorov, Liliana Chanona-Hernández

206-214
- PDF
Hope Speech Detection: A Comparative Study across Four Languages

Oluwatobi Joseph Abiola, Tolulope Olalekan Abiola, Obdulia Pichardo Lagunas, Grigori Sidorov

215-221
- PDF
Artificial Intelligence for Sustainable Ocean Management Using Satellite Data

Jorge A. Ruiz-Vanoye, Ocotlán Díaz-Parra, Francisco R. Trejo-Macotela, Julio C. Ramos-Fernández, Jaime Aguilar-Ortiz, José M. Liceaga-Ortiz-De-La-Peña, Marco Antonio Vera-Jiménez, Julio Cesar Salas López, Juvencio Sebastián Zarazúa Silva

222-242
- PDF
Robust Webcam-Based Gaze Tracking Using Double-Eye Convolutional Networks with Kalman Filtering and Clustered Calibration

Joel Urquiza-Martínez, Gabriel González-Serna, Andrea Magadan-Salazar, Nimrod González-Franco, Jonathan Villanueva-Tavira

243-255
- PDF
Pretrained Generative Transformer (PGT) for the estimation of the response variable using causal relationships with fast convergence

Roberto Baeza-Serrato

256-274
- PDF
Hybrid Combination of the Dragonfly and Firefly Algorithms with Parameter Adaptation using Type-2 Fuzzy Logic and its Comparison with Cuckoo Search

Fevrier Valdez, Hector M. Guajardo, Oscar Castillo, Patricia Melin, Prometeo Cortes-Antonio

275-282
- PDF
Development of a Genetic Algorithm for the Formation of Sports Teams

Jorge Ramos Martinez, Juan Carlos Huerta Mendoza, David Tomas Vargas Requena, Ramón Gerardo Tijerina Rodríguez, Sanjuanita Crescencia Ortiz Valadez

283-295
- PDF
A New Hybrid Algorithm Proposed for the Analysis and Classification of Signals Obtained from Head Movements

Luis Alberto Hernández Montiel, Edmundo Bonilla Huerta, Roberto Morales Caporal, Carlos Bueno Avendaño

296-311
- PDF
The Web platform for diabetes prediction using weighted machine learning techniques based on personal and clinical indicators

Viridiana Barrera Soto, Juan Carlos Huerta Mendoza, José Lázaro Martínez

312-323
- PDF
Prediction of Co, Co2, and Particulate Matter Using Random Forest: Implementation of a Smart Monitoring Prototype in Nuevo Leon, Mexico

Luis Alejandro Reynoso-Guajardo, Axel Roberto-Perez, Carlos Hernandez-Santos, Amadeo Hernandez, José Isidro Hernández-Vega, Mario Carlos Gallardo-Morales, Nain de la Cruz, María Ernestina Macias-Arias, Jorge Eduardo Ortega-Lopez, Juan Velazquez-Coronel

324-340
- PDF
Comparative Analysis of Bitcoin Price Prediction Models: A Systematic literature review

Luis Manuel Lagunez Rodríguez, José Luis López Martínez, Francisco Moo Mena

341-356
- PDF
Content Web Services Deliverability: A Systematic Review

Sócrates Benítez-Domínguez, Olivia Graciela Fragoso-Diaz, Juan Carlos Rojas-Pérez

357-377
- PDF
A Comparative Study of BERT-Based Models for Sarcasm Detection in Social Media Texts

Rafael Jiménez Castro, Julia Patricia Sánchez Solís, Vicente García Jiménez, Gilberto Rivera Zárate, Rogelio Florencia Juárez

378-390
- PDF
An Explainable Artificial Immune System (XAIS) for Classification in Biomedical Classification Tasks

Paola Itzel Delena-García, Yenny Villuendas-Rey, León S. Mora-Guerrero, Antonio Alarcón-Paredes

391-404
- PDF
Quality and Randomness Assessment of Images Generated by a Convolutional Autoencoder

Rafael Castaneda-Diaz, Daniela López-Betancur, Carlos Guerrero-Méndez, Efrén González-Ramírez, Salvador Gómez-Jiménez, Flossi Puma-Ttito

405-415
- PDF
Video-based detection of the parasite responsible for causing Chagas disease

Alan Villanueva-Paredes, Carlos Francisco Brito Loeza, Ricardo Legarda-Saenz, Francisco Escobedo-Ortegon, Hugo Ruiz-Piña

416-425
- PDF
Design and Evaluation of a Third-Order Regression Model for Estimating Glucose Levels from ECG Signal Features

Oscar Ivan Coronado-Reyes, Adriana del Carmen Tellez-Anguiano, Eilen García-Rodríguez, Luis Alfredo Castro-Pimentel, Juan Carlos Olivares-Rojas

426-436
- PDF
Quantitative Analysis of Consumer Perception on E-commerce Platforms: The Modulating Role of Age and Perceived Ethnography

Luis Gerardo Valle Cervantes, Alberto Ortiz-Zezzatti

437-450
- PDF
Conceptual synthesis of mechanisms based on qualitative reasoning

Adán Jiménez-Montoya, Juan Benito Pascual-Francisco, Orlando Susarrey-Huerta

451-470
- PDF
A Heuristic computation using hybrid PMP-Greedy and AHP model for categorization and measurement of a framework aligned to ISO/IEC 90003:2014

Abraham Jorge Jiménez Alfaro, Norma Karen Valencia Vázquez , Griselda Cortés Barrera, Edgar Corona Organiche

471-480
- PDF
Evaluation of Machine Learning Algorithms for Estimating NDVI in Time Series of Multispectral Images for Precision Agriculture

Gilberto Bojorquez Delgado, Jesus Bojorquez-Delgado, Manuel A. Flores-Rosales

481-494
- PDF
Ranking of ICT providers for an HEI through TOPSIS method: a guide to Decision Making

David Lerma Ledezma, Mariel Abigail Cruz Nájera, Georgina Castillo-Valdez, Vianey Cruz-Sustaita, Enrique Esteban Espinosa-Sosa, Claudia Graciela Torres-Orozco

495-510
- PDF
An Overview of Artificial Intelligence, Ethic and Neuromodulation

Alejandro Fuentes-Penna, Ricardo A. Barrera Cámara, Raúl Gómez Cárdenas, Óscar Daniel Hernández González, Aristeo Castro Rascón

511-517
- PDF

Vol. 17 No. 2 (2026)

CINIAI

Articles

Information

Current Issue