El quehacer cotidiano de los investigadores y estudiantes que forman parte de la comunidad académica del Centro de Investigación en Computación (CIC) se traduce en la generación de diversos productos, entre los que destaca la publicación de artículos de investigación de calidad internacional indexados en JCR e ISI, la publicación de libros y capítulos de libros derivados de proyectos de investigación, presentación de trabajos en congresos internacionales, así como la generación de solicitudes de formas de protección de propiedad intelectual, como patentes, derechos de autor, y modelos de utilidad, entre otros.

Lista de publicaciones del año 2025 al 2020 por: Yáñez Márquez Cornelio

Título ↨	Tipo↨	Subtipo↨	Descripción↨	Año↨
Granulation in Rough Set Theory: A novel perspective	Revista	JCR	International Journal of Approximate Reasoning	2020
Fast COVID-19 and Pneumonia Classification Using Chest X-ray Images	Revista	JCR	Mathematics	2020
A general framework for mixed and incomplete data clustering based on swarm intelligence algorithms	Revista	JCR	Mathematics	2021
Minimalist Machine Learning: Binary Classification of Medical Datasets with Matrix Transformations	Revista	CONACYT	Journal of Advanced Computational Intelligence and Intelligent Informatics	2025
Generic extended multigranular sets for mixed and incomplete information systems	Revista	JCR	Soft Computing	2020
Customized Instance Random Undersampling to Increase Knowledge Management for Multiclass Imbalanced Data Classification	Revista	JCR	Sustainability (Switzerland)	2022
Adaptive Random Search for Transparent Classification: Bridging Minimalist Machine Learning and Clinical Applications in Medical Datasets	Revista	CONACYT	Contemporary Mathematics	2025
Exact solutions of the 1D Schrodinger equation with the Mathieu potential	Revista	JCR	Physics Letters A	2020
DSVS at PAN 2024: Ensemble Approach of Transformer-based Language Models for Analyzing Conspiracy Theories Against Critical Thinking Narratives	Revista	JCR	25th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF 2024	2024
Mexican axolotl optimization: A novel bioinspired heuristic	Revista	JCR	Mathematics	2021
An Auto-Tuning Goal-Oriented Dynamic Feature Selection for Non-Stationary Message Stream Classification Using a Multi-Agent Approach	Revista	JCR	IEEE Access	2025
Prediction of High Capabilities in the Development of Kindergarten Children	Revista	JCR	Applied sciences - Basel	2020
A Priori Determining the Performance of the Customized Naïve Associative Classifier for Business Data Classification Based on Data Complexity Measures	Revista	JCR	Mathematics	2022
Instance Selection for Hybrid and Incomplete Data based on Clustering	Revista	CONACYT	International Journal of Combinatorial Optimization Problems and Informatics	2025
Stochastic gradient boosting for predicting the maintenance effort of software-intensive systems	Revista	JCR	IET Software	2020
MiniCovid-Unet: CT-Scan Lung Images Segmentation for COVID-19 Identification	Revista	CONACYT	Computación y Sistemas	2024
Improving the performance of an associative classifier in the context of class-imbalanced classification	Revista	JCR	Electronics (Switzerland)	2021
A proactive approach for random forest	Revista	JCR	Applied Intelligence	2025
Impact of Imbalanced Datasets Preprocessing in the Performance of Associative Classifiers	Revista	JCR	Applied Sciences-Basel	2020
Entanglement measures of a pentapartite W-class state in the noninertial frame	Revista	JCR	Quantum Information Processing	2022
Effect of agriculture-related dataset complexity on classical machine learning and deep learning classifiers performance	Revista	JCR	Computers and Electronics in Agriculture	2025
Determining Electoral Preferences in Mexican Voters by Computational Intelligence Algorithms	Revista	JCR	IEEE Latin America Transactions	2020
Brain hemorrhage classification in CT scan images using minimalist machine learning	Revista	JCR	Diagnostics	2021
A Transfer Learning Method for Pneumonia Classification and Visualization	Revista	JCR	APPLIED SCIENCES - Basel	2020
Dynamic nearest neighbor: An improved machine learning classifier and its application in finances	Revista	JCR	Applied Sciences	2021
Undersampling Instance Selection for Hybrid and Incomplete Imbalanced Data	Revista	JCR	Journal of Universal Computer Science	2020
Improvement of tourists satisfaction according to their non-verbal preferences using computational intelligence	Revista	JCR	Applied Sciences (Switzerland)	2021
Data Stream Classification based on an Associative Classifier	Revista	CONACYT	Computación y Sistemas	2024
A Novel and Simple Mathematical Transform Improves the Perfomance of Lernmatrix in Pattern Classification	Revista	JCR	Mathematics	2020
Supervised classification of diseases based on an improved associative algorithm	Revista	JCR	Mathematics	2021
Intelligent Agent-Based Simulation of Fire Propagation in Multiple Environments	Revista	CONACYT	Contemporary Mathematics	2025
AISAC: An Artificial Immune System for Associative Classification Applied to Breast Cancer Detection	Revista	JCR	Applied Sciences - Basel	2020
Random forest Algorithm for the Classification of Spectral Data of Astronomical Objects	Revista	CONACYT	Algorithms	2023
A Novel Data Analytics Method for Predicting the Delivery Speed of Software Enhancement Projects	Revista	JCR	Mathematics	2020
Ant-Based Feature and Instance Selection for Multiclass Imbalanced Data	Revista	JCR	IEEE Access	2024
Toward the Bleaching of the Black Boxes: Minimalist Machine Learning	Revista	JCR	IT Professional	2020
Nanochest-net: A simple convolutional network for radiological studies classification	Revista	JCR	Diagnostics	2021
Spherical model for Minimalist Machine Learning paradigm in handling complex databases	Revista	CONACYT	Frontiers in Artificial Intelligence	2025
The Naïve Associative Classifier with Epsilon disambiguation	Revista	JCR	IEEE Access	2020
Novel Features and Neighborhood Complexity Measures for Multiclass Classification of Hybrid Data	Revista	JCR	Sustainability	2023
DSVS at HOMO-MEX24: Multi-Class and Multi-Label Hate Speech Detection using Transformer-Based Models	Congreso	Memoria	6th Iberian Languages Evaluation Forum, IberLEF 2024	2024
Convolving Emotions: A Compact CNN for EEG-Based Emotion Recognition	Congreso	Memoria	2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023	2023
Optimizing Classification Algorithms through dMeans: A Novel Dimensionality Reduction Technique	Congreso	Memoria	2nd International Conference on Machine Learning and Pattern Recognition, MLPR 2024	2024
HICCS: Hybrid Instance Clustering Based on Compact Sets	Congreso	Memoria	13th International Conference on Software Process Improvement, CIMPS 2024	2024
BEC-1D: Biosignal-Based Emotions Classification with 1D ConvNet	Congreso	Memoria	22nd Mexican International Conference on Artificial Intelligence, MICAI 2023	2023