| Título ↨ |
Tipo↨ |
Subtipo ↨ |
Descripción↨ |
Año↨ |
| Data Stream Classification based on an Associative Classifier |
Revista |
CONACYT |
Computación y Sistemas |
2024 |
| Fast COVID-19 and Pneumonia Classification Using Chest X-ray Images |
Revista |
JCR |
Mathematics |
2020 |
| A proactive approach for random forest |
Revista |
JCR |
Applied Intelligence |
2025 |
| Undersampling Instance Selection for Hybrid and Incomplete Imbalanced Data |
Revista |
JCR |
Journal of Universal Computer Science |
2020 |
| Enhancing Students' Interest in Physics Concepts with a Low-Cost STEM Tool Focused on Motivation in Rural Areas of Developing Countries |
Revista |
CONACYT |
Educational Sciences |
2025 |
| Improving the performance of an associative classifier in the context of class-imbalanced classification |
Revista |
JCR |
Electronics (Switzerland)
|
2021 |
| Toward Non-Invasive Estimation of Blood Glucose Concentration: A Comparative Performance |
Revista |
JCR |
Mathematics |
2021 |
| Random forest Algorithm for the Classification of Spectral Data of Astronomical Objects |
Revista |
CONACYT |
Algorithms |
2023 |
| XDApp: Clasificación de radiografías por medio de una aplicación móvil |
Revista |
Indefinido |
Research in Computing Science |
2023 |
| Improvement of tourists satisfaction according to their non-verbal preferences using computational intelligence |
Revista |
JCR |
Applied Sciences (Switzerland) |
2021 |
| Dynamic nearest neighbor: An improved machine learning classifier and its application in finances |
Revista |
JCR |
Applied Sciences |
2021 |
| Feature-ranked self-growing forest: a tree ensemble based on structure diversity for classification and regression |
Revista |
De difusión |
Neural Computing and Applications |
2023 |
| Towards the development of complex thinking in university students: Mixed methods with ideathon and artificial intelligence |
Revista |
SCOPUS |
Computers and Education: Artificial Intelligence |
2023 |
| Non-Intrusive Drowsiness Detection for Accident Prevention Using a Novel CNN |
Revista |
CONACYT |
Computación y Sistemas |
2024 |
| The Naïve Associative Classifier with Epsilon disambiguation |
Revista |
JCR |
IEEE Access |
2020 |
| Effect of agriculture-related dataset complexity on classical machine learning and deep learning classifiers performance |
Revista |
JCR |
Computers and Electronics in Agriculture |
2025 |
| Parkinson’s Detection Using Convolutional Neural Networks on Handwritten Wave Images |
Revista |
De difusión |
Research in Computing Science |
2024 |
| Toward the Bleaching of the Black Boxes: Minimalist Machine Learning |
Revista |
JCR |
IT Professional |
2020 |
| An Auto-Tuning Goal-Oriented Dynamic Feature Selection for Non-Stationary Message Stream Classification Using a Multi-Agent Approach |
Revista |
JCR |
IEEE Access |
2025 |
| Determining Electoral Preferences in Mexican Voters by Computational Intelligence Algorithms |
Revista |
JCR |
IEEE Latin America Transactions |
2020 |
| Instance Selection for Hybrid and Incomplete Data based on Clustering |
Revista |
CONACYT |
International Journal of Combinatorial Optimization Problems and Informatics |
2025 |
| Parkinson’s Disease Detection from Voice Recordings Using Associative Memories |
Revista |
JCR |
Healthcare (Switzerland) |
2023 |
| AISAC: An Artificial Immune System for Associative Classification Applied to Breast Cancer Detection |
Revista |
JCR |
Applied Sciences - Basel |
2020 |
| Fear Detection Using Electroencephalogram and Artificial Intelligence: A Systematic Review |
Revista |
JCR |
Brain Sciences |
2025 |
| Brain hemorrhage classification in CT scan images using minimalist machine learning |
Revista |
JCR |
Diagnostics |
2021 |
| Entanglement measures of a pentapartite W-class state in the noninertial frame |
Revista |
JCR |
Quantum Information Processing |
2022 |
| Pedestrian detection model based on Tiny-Yolov3 architecture for wearable devices to visually impaired assistance |
Revista |
JCR |
Frontiers in Robotics and AI |
2023 |
| AI-Based Platform Design for Complex Thinking Assessment: A Case Study of an Ideathon Using the Transition Design Approach |
Revista |
CONACYT |
Computers in the Schools |
2023 |
| Ant-Based Feature and Instance Selection for Multiclass Imbalanced Data |
Revista |
JCR |
IEEE Access |
2024 |
| A Priori Determining the Performance of the Customized Naïve Associative Classifier for Business Data Classification Based on Data Complexity Measures |
Revista |
JCR |
Mathematics |
2022 |
| Ramath: mathematics teaching app |
Revista |
Indefinido |
Tecnología, Ciencia y Educación |
2023 |
| Prospective narratives on global issues: an ai-based pedagogical model for assessing complex thinking |
Revista |
SCOPUS |
Journal of Technology and Science Education |
2024 |
| Geospatial modeling of climate change indices at Mexico City using machine learning regression |
Revista |
SCOPUS |
Transforming Government: People, Process and Policy |
2024 |
| A Novel and Simple Mathematical Transform Improves the Perfomance of Lernmatrix in Pattern Classification |
Revista |
JCR |
Mathematics |
2020 |
| Minimalist Machine Learning: Binary Classification of Medical Datasets with Matrix Transformations |
Revista |
CONACYT |
Journal of Advanced Computational Intelligence and Intelligent Informatics |
2025 |
| Stochastic gradient boosting for predicting the maintenance effort of software-intensive systems |
Revista |
JCR |
IET Software |
2020 |
| Adaptive Random Search for Transparent Classification: Bridging Minimalist Machine Learning and Clinical Applications in Medical Datasets |
Revista |
CONACYT |
Contemporary Mathematics |
2025 |
| Mexican axolotl optimization: A novel bioinspired heuristic |
Revista |
JCR |
Mathematics |
2021 |
| Spherical model for Minimalist Machine Learning paradigm in handling complex databases |
Revista |
CONACYT |
Frontiers in Artificial Intelligence |
2025 |
| Exact solutions of the 1D Schrodinger equation with the Mathieu potential |
Revista |
JCR |
Physics Letters A |
2020 |
| A general framework for mixed and incomplete data clustering based on swarm intelligence algorithms |
Revista |
JCR |
Mathematics |
2021 |
| A Geo-Social Characterization of Health Impact from Air Pollution in Mexico Valley |
Revista |
JCR |
Mobile Information Systems |
2022 |
| MiniCovid-Unet: CT-Scan Lung Images Segmentation for COVID-19 Identification |
Revista |
CONACYT |
Computación y Sistemas |
2024 |
| IDAS: Intelligent Driving Assistance System Using RAG |
Revista |
CONACYT |
IEEE Open Journal of Vehicular Technology |
2024 |
| A Transfer Learning Method for Pneumonia Classification and Visualization |
Revista |
JCR |
APPLIED SCIENCES - Basel |
2020 |
| Impact of Imbalanced Datasets Preprocessing in the Performance of Associative Classifiers |
Revista |
JCR |
Applied Sciences-Basel |
2020 |
| Intelligent Agent-Based Simulation of Fire Propagation in Multiple Environments |
Revista |
CONACYT |
Contemporary Mathematics |
2025 |
| Granulation in Rough Set Theory: A novel perspective |
Revista |
JCR |
International Journal of Approximate Reasoning |
2020 |
| Nanochest-net: A simple convolutional network for radiological studies classification |
Revista |
JCR |
Diagnostics
|
2021 |
| Customized Instance Random Undersampling to Increase Knowledge Management for Multiclass Imbalanced Data Classification |
Revista |
JCR |
Sustainability (Switzerland) |
2022 |
| 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 |
| KraKen: Dietary Behavior and Preferences-based Food Recommender System |
Revista |
CONACYT |
Computación y Sistemas |
2024 |
| Mixed reality and digital twins for astronaut training |
Revista |
JCR |
Acta Astronautica |
2024 |
| Heuristic-machine learning models for solar radiation forecasting in Köppen climate zones |
Revista |
JCR |
Applied Soft Computing |
2025 |
| Prediction of High Capabilities in the Development of Kindergarten Children |
Revista |
JCR |
Applied sciences - Basel |
2020 |
| A Novel Data Analytics Method for Predicting the Delivery Speed of Software Enhancement Projects |
Revista |
JCR |
Mathematics |
2020 |
| Digital Escape Rooms to Develop Computational Thinking: Learning Analytics in Science Club |
Revista |
CONACYT |
Journal of Information Technology Education: Research |
2025 |
| Supervised classification of diseases based on an improved associative algorithm |
Revista |
JCR |
Mathematics |
2021 |
| A Novel Bioinspired Algorithm for Mixed and Incomplete Breast Cancer Data Classification |
Revista |
JCR |
International journal of environmental research and public health |
2023 |
| Novel Features and Neighborhood Complexity Measures for Multiclass Classification of Hybrid Data |
Revista |
JCR |
Sustainability |
2023 |
| Generic extended multigranular sets for mixed and incomplete information systems |
Revista |
JCR |
Soft Computing |
2020 |
| 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 |
| Postural Asymmetry Analysis via Deep Learning Landmark Detection for Scoliosis Assessment |
Congreso |
Memoria |
14th International Congress of Telematics and Computing, WITCOM 2025 |
2025 |
| Air Quality Prediction in Smart Cities Using Wireless Sensor Network and Associative Models |
Congreso |
Memoria |
12th International Congress in Telematics and Computing, WITCOM 2023 |
2023 |
| Classification of Pharyngeal Airway in Lateral Cephalometric Radiographs Using Convolutional Neural Networks |
Congreso |
Memoria |
14th International Congress of Telematics and Computing, WITCOM 2025 |
2025 |
| Preliminary Results of Intelligent Model for Food Recommendation Consumption in Adults [Resultados Preliminares del Desarrollo de un Modelo Inteligente para la Recomendación del Consumo de Alimentos en Adultos] |
Congreso |
Memoria |
18th Iberian Conference on Information Systems and Technologies, CISTI 2023 |
2023 |
| Internet of Vehicles and the Smart City: The Case of the Mexico City |
Congreso |
Memoria |
6th International Research and Innovation Forum, RIIFORUM 2024 |
2024 |
| BEC-1D: Biosignal-Based Emotions Classification with 1D ConvNet |
Congreso |
Memoria |
22nd Mexican International Conference on Artificial Intelligence, MICAI 2023 |
2023 |
| Stress Detection Protocol in Vehicular Driving using Virtual Reality |
Congreso |
Memoria |
20th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2023 |
2023 |
| Unlocking Long-Term Engagement with Citizen Science: Communication Strategies Driven by Complex Thinking Under an AI-Assisted Approach |
Congreso |
Memoria |
11th International Conference on Technological Ecosystems for Enhancing Multiculturality |
2023 |
| GHOS vs. Traditional Similarity Measures: A Comprehensive Study of Data Stream Classification Efficiency |
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 |
| Tweets Monitoring for Real-Time Emergency Events Detection in Smart Campus |
Congreso |
SCOPUS |
19th Mexican International Conference on Artificial Intelligence, MICAI 2020 |
2020 |
| Classification of diseases using machine learning algorithms: A comparative study |
Libro |
JCR |
Mathematics |
2021 |
| Geospatial analysis of COVID-19 distribution and its relation to public transportation services |
Libro |
Indefinido |
Digital Innovation for Healthcare in COVID-19 Pandemic: Strategies and Solutions |
2022 |
| Education in Latin America: Toward the Digital Transformation in Universities |
Libro |
Indefinido |
Radical Solutions for Digital Transformation in Latin American Universities |
2021 |