CyS - CIC

Computación y Sistemas

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Note: (1) Computación y Sistemas is indexed by Scopus. (2) Computación y Sistemas is part of the index of excellence of Conacyt, (3) Computación y Sistemas is part of Web of Science (SciELO collection, core collection (emerging sources)), (4) CyS is indexed in Journal Citation Reports (JCR, IF=0.4 in 2024-2025).

The journal using print ISSN 1405-5546 appears in Master Journal List (Thomson, Clarivate) since 2016 (and during May 2013-April 2014).

Computación y Sistemas is a peer reviewed open access scientific journal of Computer Science and Engineering. Publication has no cost for authors. The journal is indexed in the SECIHTI Index of Excellence of Mexican Journals, Scopus, Web of Science (core collection-emerging sources), E-Journal, REDIB, Latindex, Biblat, Periodica, DBLP, and SciELO (part of Web of Science), Journal Citation Reports (JCR, IF=0.4).

We accept paper in English and Spanish (Important: we strongly prefer English, papers written in Spanish should have exceptional quality to be accepted, they have much more strict reviewing).

Computación y Sistemas, Year 29, Vol. 29, No. 3, July-September 2025, is a journal published quarterly by the Instituto Politécnico Nacional, Av. Instituto Politécnico Nacional S/N, Unidad Profesional “Adolfo López Mateos”, Zacatenco, Delegación Gustavo A. Madero, México, D.F., CP 07738; edited by Centro de Investigación en Computación–IPN, Av. Juan de Dios Bátiz S/N esq. Miguel Othón de Mendizábal, Unidad Profesional “Adolfo López Mateos”, Zacatenco, México, D.F., CP 07738, Teléfono: 5729-6000 Ext.: 56654 y 56643, https://cys.cic.ipn.mx. Responsible editor: Dr. Grigori Sidorov.

Copyright Certificate Number 04-2003-032717363700-203, ISSN 2007-9737, both issued by the Instituto Nacional del Derecho de Autor (National Institute of the Copyright).

Dr. Grigori Sidorov is responsible for the last actualization of this issue, Av. Juan de Dios Bátiz Miguel Othón de Mendizábal, Unidad Profesional “Adolfo López Mateos”, Zacatenco México, D.F. C.P.07738. Last modified: 30/09/2025.

The opinions expressed by the authors do not necessarily reflect the position of the editor of the publication.

The total or partial reproduction of the text and images without prior permission of Instituto Politécnico Nacional is prohibited.

Editorial Policy and a Publication Ethics and Publication Malpractice Statement.

Editors-in-Chief

Grigori Sidorov, Centro de Investigación en Computación, Instituto Politécnico Nacional, Mexico
Ulises Cortés, Universidad Politécnica de Cataluña, Spain

Associate Editors (Editorial Board)

Juan Manuel Ahuactzin, Probayes, France
Joaquín Álvarez, Centro de Investigación Científica y de Educación Superior de Ensenada, Instituto Politécnico Nacional, Mexico
Ildar Batyrshin, Centro de Investigación en Computación, Instituto Politécnico Nacional, Mexico
Ernesto Bribiesca, Universidad Nacional Autónoma de México, Mexico
Rafael Guzman-Cabrera, Universidad de Guanajuato, Mexico
Carlos Coello, Centro de Investigación y Estudios Avanzados del Instituto Politécnico Nacional, Mexico
Angélica de Antonio Jiménez, Universidad Politécnica de Madrid, Spain
Hiram Calvo Castro, Centro de Investigación en Computación, Instituto Politécnico Nacional, Mexico
Andre C. P. L. F. de Carvalho, Universidad de São Paulo, Brazil
Oscar Dieste, Universidad Politécnica de Madrid, Spain
Manuel Duarte, Universidad de Chile, Chile
Jesús Favela, Centro de Investigación Científica y de Educación Superior de Ensenada, Mexico
Alexander Gelbukh, Centro de Investigación en Computación, Instituto Politécnico Nacional, Mexico
Miguel González Mendoza, ITESM, Mexico
Miguel Katrib, Universidad de la Habana, Cuba
Olga Kolesnikova, Centro de Investigación en Computación, Instituto Politécnico Nacional, Mexico
Valeri Kontorovitch, Centro de Investigación y Estudios Avanzados, Mexico
Jixin Ma, University of Greenwich, UK
Francisco J. Mendieta, Centro de Investigación Científica y de Educación Superior de Ensenada, Mexico
Sam Midkiff, Purdue University, USA
Raúl Monroy, Instituto Tecnológico y de Estudios Superiores de Monterrey, Mexico
Manuel Montes-y-Gómez, Instituto Nacional de Astrofísica, Óptica y Electrónica, Mexico
Eduardo Ulises Moya Sánchez, CINVESTAV Guadalajara, Mexico
Juan Carlos Nieves, University of Umea, Sweden
Ramón Rodríguez-Dagnino, Instituto Tecnológico y de Estudios Superiores de Monterrey, Mexico
Paolo Rosso, Universidad Politécnica de Valencia, Spain
José Ruiz Shulcloper, Centro de Aplicaciones de Tecnologías Avanzadas, Cuba
Leonid Sheremetov, Instituto Mexicano del Petróleo, Mexico
Jaime Simão Sichman, University of São Paulo, Brazil
Muhammad Hammad Fahim Siddiqui, University of Ottawa, Canada
Enrique Sucar, Instituto Nacional de Astrofísica, Óptica y Electrónica, Mexico
GuoHua Sun, Centro de Investigación en Computación, Instituto Politécnico Nacional, Mexico
Juan Manuel Torres-Moreno, University of Avignon, France
Leonid Tineo, Universidad Simón Bolivar, Venezuela
Cristina Verde, Universidad Nacional Autónoma de México, Mexico

https://www.cys.cic.ipn.mx/ojs/index.php/index/admin/editJournal/1

Vol 30, No 1 (2026): Vol. 30 No. 1 (2026)

Articles of the Thematic Section

Thematic Section:Advances in Pattern Recognition	PDF
Adrián Pastor López Monroy, Alejandro Rosales Perez, José Arturo Olvera-López, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez-Trinidad

Evaluation of Multiple Correction Methods for Depth Images for UAV Implementations	PDF
Arturo Javier Aceves Ramírez, Leopoldo Altamirano Robles

Enhancing Keypoint Selection for Hand Model in Recognition of Mexican Sign Language Alphabet	PDF
Jesús Javier Gortarez-Pelayo, Jesús Antonio Navarrete-López, Irvin Hussein Lopez-Nava

Depth, Spatial, and Temporal Features for Visual Odometry in Unstructured Agricultural Environments	PDF
Víctor Romero-Bautista, Leopoldo Altamirano-Robles, Raquél Díaz-Hernández

Comparative Analysis of Machine Learning and Deep Learning Models for Harassment and Discrimination Detection in Text	PDF
Ana Laura Lezama Sánchez, Mireya Tovar Vidal

Early Detection and Segmentation of Bark Beetles Using ResNet50	PDF
Alejandra Cruz-Bernal, Marco E. Martínez-García

Airy Pattern Peak Detection: A Comparative Analysis of Machine Vision Algorithms in Low Performance Hardware	PDF
Gregorio A. Oropeza-Gomez, Francisco G. Peña-Lecona, Jesús Muñoz-Maciel, J. Onofre Orozco-López, Francisco J. Casillas-Rodríguez, Miguel Mora-Gonzalez

Major Temporal Arcade Segmentation through Hyperparameter Fine-Tuning in an Attention-Based U-Net	PDF
Hiram Efraín Orocio-García, Ivan Cruz-Aceves, Arturo Hernández-Aguirre

Closed and Maximal Patterns on Dissimilarity-Based Graph Embedding for Supervised Classification	PDF
Daybelis Jaramillo-Olivares, J. Ariel Carrasco-Ochoa, José Fco Martínez-Trinidad

Emotion-Aware LSTM Networks for Detecting Suicide Notes	PDF
María del Carmen García-Galindo, Ángel Hernández-Castañeda, René Arnulfo García-Hernández, Yulia Ledeneva

Empirical Comparison of Scalability Strategies in Density-based Clustering Algorithms for Large Datasets	PDF
Adrián J. Ramírez-Díaz, José Fco. Martínez-Trinidad, J. Ariel Carrasco-Ochoa

Improving the Automatic Counting in a Region of Interest in Videos of Urban Traffic taken by Drones using Video Stabilization	PDF
Guillermo A. Jiménez-Frías, Francisco J. Hernandez-Lopez, Thomas Batard, Victor Muñiz-Sánchez, Jean Bernard Hayet, Silvana Forti-Sosa, Eduardo Pérez-Pech

Extremal Instances of Polyphenylene Dendrimers for the Merrifield-Simmons Index	PDF
Guillermo De Ita Luna, Michelle Guerra-Marín, Juan Pintor-Michimani, Cybele Neves-Moutinho

Articles of the Thematic Section (2)

Fuzzy graphoidal covering of fuzzy graphs and its application in cancer classification under artificial neural network context	PDF
Anushree Bhattacharya, Madhumangal Pal

Optimizing Deep Neural Networks with Differential Evolution for COVID-19 Diagnosis	PDF
Néstor U. Hernández-Cortez, Arturo Tellez-Velázquez, Prometeo Cortés-Antonio, Patricia Melin, Raúl Cruz-Barbosa

AnomalyDetection in Electrocardiographic Signals Based on Machine Learning Models	PDF
Helen Alondra Pillado-Hernández, Yeritza Gómez-Martínez, Alfonso Martínez-Cruz

An Advanced LSTM Model to Enhance Running Economy	PDF
José Luis Pasarin, Ulises Orozco-Rosas, Kenia Picos

Generalized Type-2 Fuzzy Logic-Enhanced Mayfly Algorithm for Robust and Adaptive Optimization	PDF
Enrique Lizarraga, Fevrier Valdez

Multimodal Deep Learning Fusion Strategies for Alzheimer’s Disease Classification	PDF
Ayrton Santos, Claudia I. Gonzalez, Mario Garcia

Comparing Domain-Adapted Small LLMs and Large Zero-Shot Models for Efficient Hypothesis Graph Construction in Neurodegenerative Disease Research	PDF
Cesar Torres, Claudia I. Gonzalez, Mario Garcia

Fuzzy Logic and Swarm Intelligence Algorithms in Modern Healthcare Applications	PDF
Fevrier Valdez

Design of Interval Type-3 Fuzzy Inference Systems for Medical Classification using a Salp Swarm Algorithm	PDF
Daniela Sánchez

FL-T5: A Novel Hybrid Text Summarization Framework Using Fuzzy logic and T5 Transformer	PDF ()
Bharti Sharma, Minakshi Tomer, Charu Gupta, Priya Dalal, Oscar Castillo

Adaptive Attention Reasoning Transformer Using Neuro-Fuzzy Modulation	PDF
Adrian E. Adame, Mauricio A. Sánchez, Juan R. Castro

Body Mass Index Classifier Using Type-1 Fuzzy Logic: The Case Study of Mexico	PDF
Cinthia Peraza, Patricia Ochoa

Water Flow Optimization Algorithm: A Nature-Inspired Metaheuristic Based on Plant Water Transport Mechanisms	PDF
Hector Carreon-Ortiz, Fevrier Valdez, Oscar Castillo

A Novel Cooperative Hybrid Metaheuristic Optimization Method Based on Collective Intelligence	PDF
Hector Martinez, Fevrier Valdez

Integrating Neural, Fuzzy, and Bio-Inspired Paradigms for Applications in Hypertension Modeling	PDF
Ivette Miramontes, Patricia Melin

Fuzzy Rule-Based Systems and Artificial Intelligence in Medical Applications	PDF
Jacinto González-Aguilar, Oscar Castillo, Prometeo Cortés-Antonio

Neural Networks Using Fuzzy Perceptrons in Medical Datasets	PDF
Javier Sotelo, Patricia Melin, Oscar Castillo

A Comparative Study on Thyroid Segmentation Using Filters and Transfer Learning	PDF ()
Christopher Gutierrez, Fernando Gaxiola, Patricia Melin, Alain Manzo-Martinez, Luis Gonzalez-Gurrola, Graciela Ramirez-Alonso

Application of a New Type-2 Fuzzy Integration Model for the Classification of Inflation and Price Index Time Series: A Case Study of G20 Member Countries	PDF
Martha Ramírez, Patricia Melin

Development of Generalized Type 2 Fuzzy Systems for Integrating Recurrent Neural Network Ensembles in Bitcoin Time Series Prediction Using Particle Swarm and Genetic Algorithm	PDF
Martha Pulido

Articles

A CycleGAN Framework for Anime Style Image Synthesis based on U-Net and Self-Attention	PDF
Harshad Sharma, Smita Das

Prediction of Lexical-Semantic Relations In Belarusian: From Word2Vec to LLM	PDF
Lizaveta Astapenka, Olga Mitrofanova

Comparative Analysis of Emotion Detection Techniques Using Machine Learning	PDF
Sibani Patra, Rabi Narayan Satpathy, Chhabi Rani Panigrahi, Sarmistha Nanda

SarcHope: Detection of Sarcasm in Social Media Hope Speech	PDF
Girma Yohannis Bade, Grigori Sidorov, Olga Kolesnikova, Jose Luis Oropeza

IGWO-Driven DeepForestNet: A Hybrid Shallow Fusion Model for Multiclass Leaf Disease Classification	PDF
Shantilata Palei, Puspanjali Mohapatra

A Grey-Box FDI Framework Combining Kolmogorov-Arnold Networks and Decision Trees for Interpretable Fault Diagnosis	PDF
Marco A. Márquez-Vera

A Machine and Deep Learning Approaches for Intrusion Detection and Attack Classification in Medical IoT Networks	PDF
Maryam Shabbir, abdullah abdullah, Fatima Shabbir

Drone Based Face Recognition System using MTCNN and Facenet in ArduPilot Software Platform	PDF
Wangjam Niranjan Singh, Deepjyoti Sharma, Arunabha Dutta, Tama Roy

Deep Generative Visual Therapy: GAN-Driven Image Generation for Cognitive Support in ASD	PDF
Viridiana Salinas Garcìa, Jesús Jaime Moreno-Escobar, Hugo Quintana Espinosa, Mauro Daniel Castillo Pèrez, Brenda Lorena Flores Hidalgo, Daphne Sofía González Cano

Radiology-Assisted Detection of Pleural Effusion Using a Balanced Baseline Model	PDF
Jorge Emmanuel Zamora-Zamora, Rodolfo Salgado-Rivera, Gustavo Adolfo Alonso-Silverio, Cornelio Yáñez-Márquez, Antonio Alarcón-Paredes

A Survey on Sparse Mobile Crowdsensing: Functionalities and Research Issues	PDF
Wangjam Niranjan Singh, Rosy Swami, Tapodhir Acharjee, Abhijit Biswas

Impact and Advancements of Using Clinical Laboratories with Extended Reality in Medical Education	PDF
Aquiles Raziel Rojas Martinez, Claudia Marina Vicario-Solórzano, Laura Icela González Pérez, Paola Castillo Juárez, Laura Ivoone Garay Jiménez

Integrating Multimodal Data for Enhanced Stock Market Trend Prediction: A Deep Neural Network and Regression Approach	PDF
Swahrnalata Rath Rath, Nilima R. Das, Binod Kumar Pattanayak, Ayasa Kanta Mohanty, Bibudhendu Pati

Contenido Basura en Internet: Factores, Efectos y Propuestas de solución	PDF (Spanish)
Rafael Guzman-Cabrera

Revisiting Arabic Morphology: A Machine-Learning-Based Approach to Stemming and Root Character Permutations with a Publicly Available Open-Source Implementation	PDF
Iskander Akhmetov, Basem Ibrahim Malawi Al-Raba’a, Alexander Gelbukh, Rustam Mussabayev, Alexander Krassovitskiy

Explainable and Evaluative Artificial Intelligence: Alternatives to Ensure Equity in Decision-Making	PDF
Yenny Villuendas-Rey, Oscar Camacho Nieto

Computational Modeling, a Foundation for Understanding the Structural make up of Historical Buildings based on Principles, Theoretical Criteria and International Conservation and Restoration Recommendations	PDF
C. Torres, J. Rosas, C. Ruiz, M. Segovia, A. Jiménez

Impact of Information Technologies on Modeling the Interrelationships among Learning Factors	PDF
Elena Fabiola Ruiz Ledesma, Blanca Alicia Rico, Laura Ivonne Garay Jiménez

Improving Statistical Learning Methods Via Features Selection without Replacement Sampling and Random Projection	PDF
Sulaiman Khan, Muhammad Ahmad, Fida Ullah, Carlos Fernando Aguilar Ibañez, José Eduardo Valdez Rodriguez

Implementation of Deep Learning for Early Detection of Skin Cancer: A Panoramic Review	PDF
Anderson Smith Florez-Fuentes, Everardo Vargas-Rodriguez, Rafael Guzman-Cabrera, Teodoro Cordova-Fraga, Johel Rodriguez Fernandez, Albenis Esther Florez Fuentes

Urban Geoplanning Computational Methods and Models from an Urban Perspective Ricardo Gómez Maturano, Marielena Medina Ruiz, Ma. de los Ángeles Martínez Ortega Instituto Politécnico Nacional, Escuela Superior de Ingeniería y Arquitectura, Unidad Tecamac	PDF
Ricardo Gómez Maturano, Marielena Medina Ruiz, Ma. de los Ángeles Martínez Ortega

Quality Systems and Their Impact on Institutional Management in the Healthcare Sector: A Systematic Literature Review	PDF
Angel Alvarez Cabezas, Grover Mejia Osorio, Javier Rojas Villanueva

Discrete Event Simulation for Intelligent Supply Chains: A Data-Driven Systematic and Bibliometric Review	PDF
Genaro Maidana-Aquino, Jordan Valenzuela-Galván, Javier Gamboa-Cruzado, Carlos Eduardo Joo García, Fabrizio Del Carpio Delgado, Amanda Durán Carhuamaca, Ángel Núñez Meza, Liliana Chanona-Hernández

Artificial Intelligence Applied to Crime Prediction: A Bibliometric and Systematic Review of Predictive Models, Spatio-Temporal Data, and Emerging Frontiers	PDF
Rodrigo Italo Cayo-Mamani, Javier Gamboa-Cruzado, Jorge Nolasco-Valenzuela, Carlos Chávez-Herrera, Alex Salazar-Marzal, Martín Gamboa-Cruzado, Erick Quesquén Alarcón, Cesar Jesús Núñez-Prado

IoT-Based Intelligent System for Monitoring and Predicting Urban Air Pollution: Spatial and Temporal Analysis in Seoul	PDF
Aaron Mina-Rios, Sebastian Albornoz-Yanac, Sebastian Lucich-Muñoz, Javier Gamboa-Cruzado, Alex Salazar-Marzal, Carlos Chávez-Herrera, Carlos Del-Valle-Jurado, Obdulia Pichardo-Lagunas

A Systematic Review and Meta-Analysis for Dental Implant Recognition Using Machine Learning: Models, Diagnostic Performance, and Clinical Evidence	PDF
Cristhian Hinostroza-de-la-Peña, Carlos Arroyo Pérez, Johnny Astete-Llerena, Fabrizio Del-Carpio-Delgado, Luz Elena Nolasco Valenzuela, Flavio Amayo-Gamboa, Blanca Cecilia López-Ramírez

Detecting Non-CXR Inputs via Validation-Calibrated Thresholds in a Three-Level Convolutional Autoencoder for Chest Radiographs	PDF ()
Rodolfo Salgado-Rivera, Jorge Emmanuel Zamora-Zamora, Oscar Camacho-Nieto, Cornelio Yañez, Antonio Alarcón-Paredes

Automated Academic Cheating Detection Using Video Surveillance and Circumstantial Action Recognition	PDF
Pratya Bhowmik, Smita Das

Ultrasound Synthesized Carbon Nanoparticles and Their Photoluminescence Property	PDF
Enrique Esparza-Alegría, Ismael A. Garduño-Wilches, Rocío Guadalupe Casañas-Pimentel, Hector Báez Medina, Eduardo San Martín Martínez

Comparing Sparse and Dense Information Retrieval Methods on a Wikipedia-Derived NLP Dataset	PDF
A. Kairbek, Z. Abildasheva, I. Akhmetov, S. Aubakirov, A. Toleu, A. Krassovitsky, R. Mussabayev, A. Gelbukh

Report on PhD Thesis

Modeling and Reconstruction of Transport Times for Real-Time Telemetry Systems with SBC and RT-Linux	PDF (Spanish)
Jose Luis Cano-Rosas, Pedro Guevara López, Jorge S. Valdez-Martínez

ISSN: 2007-9737