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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 30, Vol. 30, No. 1, January-March 2026, 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: 30/03/2026.
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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)
Table of Contents
Articles of the Thematic Section
| Thematic Section:Advances in Pattern Recognition | |
| 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 | |
| Arturo Javier Aceves Ramírez, Leopoldo Altamirano Robles |
| Enhancing Keypoint Selection for Hand Model in Recognition of Mexican Sign Language Alphabet | |
| Jesús Javier Gortarez-Pelayo, Jesús Antonio Navarrete-López, Irvin Hussein Lopez-Nava |
| Depth, Spatial, and Temporal Features for Visual Odometry in Unstructured Agricultural Environments | |
| 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 | |
| Ana Laura Lezama Sánchez, Mireya Tovar Vidal |
| Early Detection and Segmentation of Bark Beetles Using ResNet50 | |
| Alejandra Cruz-Bernal, Marco E. Martínez-García |
| Laser Beam Spot Detection: A Comparative Analysis of Machine Vision Algorithms in Low Performance Hardware | |
| 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 | |
| Hiram Efraín Orocio-García, Ivan Cruz-Aceves, Arturo Hernández-Aguirre |
| Closed and Maximal Patterns on Dissimilarity-Based Graph Embedding for Supervised Classification | |
| Daybelis Jaramillo-Olivares, J. Ariel Carrasco-Ochoa, José Fco Martínez-Trinidad |
| Emotion-Aware LSTM Networks for Detecting Suicide Notes | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| Anushree Bhattacharya, Madhumangal Pal |
| Optimizing Deep Neural Networks with Differential Evolution for COVID-19 Diagnosis | |
| Néstor U. Hernández-Cortez, Arturo Tellez-Velázquez, Prometeo Cortés-Antonio, Patricia Melin, Raúl Cruz-Barbosa |
| AnomalyDetection in Electrocardiographic Signals Based on Machine Learning Models | |
| Helen Alondra Pillado-Hernández, Yeritza Gómez-Martínez, Alfonso Martínez-Cruz |
| An Advanced LSTM Model to Enhance Running Economy | |
| José Luis Pasarin, Ulises Orozco-Rosas, Kenia Picos |
| Generalized Type-2 Fuzzy Logic-Enhanced Mayfly Algorithm for Robust and Adaptive Optimization | |
| Enrique Lizarraga, Fevrier Valdez |
| Multimodal Deep Learning Fusion Strategies for Alzheimer’s Disease Classification | |
| 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 | |
| Cesar Torres, Claudia I. Gonzalez, Mario Garcia |
| Fuzzy Logic and Swarm Intelligence Algorithms in Modern Healthcare Applications | |
| Fevrier Valdez |
| Design of Interval Type-3 Fuzzy Inference Systems for Medical Classification using a Salp Swarm Algorithm | |
| 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 | |
| Adrian E. Adame, Mauricio A. Sánchez, Juan R. Castro |
| Body Mass Index Classifier Using Type-1 Fuzzy Logic: The Case Study of Mexico | |
| Cinthia Peraza, Patricia Ochoa |
| Water Flow Optimization Algorithm: A Nature-Inspired Metaheuristic Based on Plant Water Transport Mechanisms | |
| Hector Carreon-Ortiz, Fevrier Valdez, Oscar Castillo |
| A Novel Cooperative Hybrid Metaheuristic Optimization Method Based on Collective Intelligence | |
| Hector Martinez, Fevrier Valdez |
| Integrating Neural, Fuzzy, and Bio-Inspired Paradigms for Applications in Hypertension Modeling | |
| Ivette Miramontes, Patricia Melin |
| Fuzzy Rule-Based Systems and Artificial Intelligence in Medical Applications | |
| Jacinto González-Aguilar, Oscar Castillo, Prometeo Cortés-Antonio |
| Neural Networks Using Fuzzy Perceptrons in Medical Datasets | |
| 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 | |
| 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 | |
| Martha Pulido |
Articles
| A CycleGAN Framework for Anime Style Image Synthesis based on U-Net and Self-Attention | |
| Harshad Sharma, Smita Das |
| Prediction of Lexical-Semantic Relations In Belarusian: From Word2Vec to LLM | |
| Lizaveta Astapenka, Olga Mitrofanova |
| Comparative Analysis of Emotion Detection Techniques Using Machine Learning | |
| Sibani Patra, Rabi Narayan Satpathy, Chhabi Rani Panigrahi, Sarmistha Nanda |
| SarcHope: Detection of Sarcasm in Social Media Hope Speech | |
| Girma Yohannis Bade, Grigori Sidorov, Olga Kolesnikova, Jose Luis Oropeza |
| IGWO-Driven DeepForestNet: A Hybrid Shallow Fusion Model for Multiclass Leaf Disease Classification | |
| Shantilata Palei, Puspanjali Mohapatra |
| A Grey-Box FDI Framework Combining Kolmogorov-Arnold Networks and Decision Trees for Interpretable Fault Diagnosis | |
| Marco A. Márquez-Vera, Zaineb Yakoub, Jorge A. Ruiz-Vanoye, Ricardo Calderón-Suárez, Martha Angélica Cano-Figueroa |
| A Machine and Deep Learning Approaches for Intrusion Detection and Attack Classification in Medical IoT Networks | |
| Maryam Shabbir, abdullah abdullah, Fatima Shabbir |
| Drone Based Face Recognition System using MTCNN and Facenet in ArduPilot Software Platform | |
| Wangjam Niranjan Singh, Deepjyoti Sharma, Arunabha Dutta, Tama Roy |
| Deep Generative Visual Therapy: GAN-Driven Image Generation for Cognitive Support in ASD | |
| 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 | |
| Jorge Emmanuel Zamora-Zamora, Rodolfo Salgado-Rivera, Gustavo Adolfo Alonso-Silverio, Elias Ventura-Molina, Cornelio Yáñez-Márquez, Antonio Alarcón-Paredes |
| A Survey on Sparse Mobile Crowdsensing: Functionalities and Research Issues | |
| Wangjam Niranjan Singh, Rosy Swami, Tapodhir Acharjee, Abhijit Biswas |
| Impact and Advancements of Using Clinical Laboratories with Extended Reality in Medical Education | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| C. Torres, J. Rosas, C. Ruiz, M. Segovia, A. Jiménez |
| Impact of Information Technologies on Modeling the Interrelationships among Learning Factors | |
| Elena Fabiola Ruiz Ledesma, Blanca Alicia Rico, Laura Ivonne Garay Jiménez |
| Improving Statistical Learning Methods Via Features Selection without Replacement Sampling and Random Projection | |
| 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 | |
| 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 | |
| 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 | |
| Angel Alvarez Cabezas, Grover Mejia Osorio, Javier Rojas Villanueva |
| Discrete Event Simulation for Intelligent Supply Chains: A Data-Driven Systematic and Bibliometric Review | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| Pratya Bhowmik, Smita Das |
| Ultrasound Synthesized Carbon Nanoparticles and Their Photoluminescence Property | |
| 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 | |
| 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
