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 2024 al 2019 por: Yáñez Márquez Cornelio

Título ↨	Tipo↨	Subtipo↨	Descripción↨	Año↨
Undersampling Instance Selection for Hybrid and Incomplete Imbalanced Data	Revista	JCR	Journal of Universal Computer Science	2020
Random forest Algorithm for the Classification of Spectral Data of Astronomical Objects	Revista	CONACYT	Algorithms	2023
A machine learning approach to medical image classification: Detecting age-related macular degeneration in fundus images	Revista	JCR	Computers & Electrical Engineering	2019
A Novel Data Analytics Method for Predicting the Delivery Speed of Software Enhancement Projects	Revista	JCR	Mathematics	2020
Prediction of High Capabilities in the Development of Kindergarten Children	Revista	JCR	Applied sciences - Basel	2020
Nanochest-net: A simple convolutional network for radiological studies classification	Revista	JCR	Diagnostics	2021
An extension of the Gamma associative classifier for dealing with hybrid data	Revista	JCR	IEEE Access	2019
Novel Features and Neighborhood Complexity Measures for Multiclass Classification of Hybrid Data	Revista	JCR	Sustainability	2023
Granulation in Rough Set Theory: A novel perspective	Revista	JCR	International Journal of Approximate Reasoning	2020
Impact of Imbalanced Datasets Preprocessing in the Performance of Associative Classifiers	Revista	JCR	Applied Sciences-Basel	2020
A general framework for mixed and incomplete data clustering based on swarm intelligence algorithms	Revista	JCR	Mathematics	2021
A simple model for the entropy of a system with interacting particles	Revista	JCR	IEEE Access	2019
Customized Instance Random Undersampling to Increase Knowledge Management for Multiclass Imbalanced Data Classification	Revista	JCR	Sustainability (Switzerland)	2022
Exact solutions of the 1D Schrodinger equation with the Mathieu potential	Revista	JCR	Physics Letters A	2020
A Transfer Learning Method for Pneumonia Classification and Visualization	Revista	JCR	APPLIED SCIENCES - Basel	2020
Mexican axolotl optimization: A novel bioinspired heuristic	Revista	JCR	Mathematics	2021
NACOD: A Naïve Associative Classifier for Online Data	Revista	JCR	IEEE Access	2019
A Priori Determining the Performance of the Customized Naïve Associative Classifier for Business Data Classification Based on Data Complexity Measures	Revista	JCR	Mathematics	2022
Gene selection for enhanced classification on microarray data using a weighted k-NN based algorithm	Revista	JCR	Intelligent Data Analysis	2019
A Novel and Simple Mathematical Transform Improves the Perfomance of Lernmatrix in Pattern Classification	Revista	JCR	Mathematics	2020
Improving the performance of an associative classifier in the context of class-imbalanced classification	Revista	JCR	Electronics (Switzerland)	2021
AISAC: An Artificial Immune System for Associative Classification Applied to Breast Cancer Detection	Revista	JCR	Applied Sciences - Basel	2020
Entanglement measures of a pentapartite W-class state in the noninertial frame	Revista	JCR	Quantum Information Processing	2022
Stochastic gradient boosting for predicting the maintenance effort of software-intensive systems	Revista	JCR	IET Software	2020
Toward the Bleaching of the Black Boxes: Minimalist Machine Learning	Revista	JCR	IT Professional	2020
Brain hemorrhage classification in CT scan images using minimalist machine learning	Revista	JCR	Diagnostics	2021
The Naïve Associative Classifier with Epsilon disambiguation	Revista	JCR	IEEE Access	2020
Dynamic nearest neighbor: An improved machine learning classifier and its application in finances	Revista	JCR	Applied Sciences	2021
Determining Electoral Preferences in Mexican Voters by Computational Intelligence Algorithms	Revista	JCR	IEEE Latin America Transactions	2020
Fast COVID-19 and Pneumonia Classification Using Chest X-ray Images	Revista	JCR	Mathematics	2020
Improvement of tourists satisfaction according to their non-verbal preferences using computational intelligence	Revista	JCR	Applied Sciences (Switzerland)	2021
Generic extended multigranular sets for mixed and incomplete information systems	Revista	JCR	Soft Computing	2020
Supervised classification of diseases based on an improved associative algorithm	Revista	JCR	Mathematics	2021
Convolving Emotions: A Compact CNN for EEG-Based Emotion Recognition	Congreso	Memoria	2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023	2023
BEC-1D: Biosignal-Based Emotions Classification with 1D ConvNet	Congreso	Memoria	22nd Mexican International Conference on Artificial Intelligence, MICAI 2023	2023