| Título ↨ |
Tipo↨ |
Subtipo ↨ |
Descripción↨ |
Año↨ |
| Mejora eficiente de la luminosidad en imágenes del cerebro humano utilizando redes neuronales pulso-acopladas |
Revista |
CONACYT |
Computación y Sistemas |
2020 |
| ViLanIoT: A visual language for improving Internet of Things systems representation |
Revista |
JCR |
Journal of Industrial Information Integration |
2024 |
| Reconocimiento robusto de lugares mediante redes neuronales convolucionales |
Revista |
CONACYT |
Computación y Sistemas |
2020 |
| PD Control Compensation Based on a Cascade Neural Network Applied to a Robot Manipulator |
Revista |
JCR |
Frontiers in Neurorobotics |
2020 |
| A Moving Target Defense Strategy for Internet of Things Cybersecurity |
Revista |
JCR |
IEEE Access |
2021 |
| Training an Artificial Neural Network to Compute the Euler Number of a 2-D Binary Image based on Vertex Chain Codification |
Revista |
Indefinido |
International Journal of Combinatorial Optimization Problems and Informatics |
2022 |
| IoTsecM: A UML/SysML Extension for Internet of Things Security Modeling |
Revista |
JCR |
IEEE Access |
2021 |
| Neuron cell count with deep learning in highly dense hippocampus images |
Revista |
JCR |
Expert Systems with Applications |
2022 |
| Dendrite ellipsoidal neurons based on k-means optimization |
Revista |
SCOPUS |
Evolving Systems |
2019 |
| Spiking Neural Network implementation of LQR control on underactuated system |
Revista |
CONACYT |
International Journal of Combinatorial Optimization Problems and Informatics |
2022 |
| Energy processes prediction by a convolutional radial basis function network |
Revista |
JCR |
Energy |
2023 |
| Bernoulli-Euler finite-element modelling of vibration modes on axisymmetric containers for level measurement |
Revista |
JCR |
IEEE Latin America Transactions |
2019 |
| Novel Mathematical Model of Breast Cancer Diagnostics Using an Associative Pattern Classification |
Revista |
JCR |
Diagnostics |
2020 |
| Using a novel XAI algorithm for Data Augmentation in image classification problems |
Revista |
CONACYT |
International Journal of Combinatorial Optimization Problems and Informatics |
2023 |
| New Explainability Method based on the Classification of Useful Regions in an Image |
Revista |
CONACYT |
Computación y Sistemas |
2021 |
| Tracking people in closed spaces to link with metaverse
|
Revista |
SCOPUS |
Journal of Theoretical and Applied Information Technology
|
2022 |
| Anonymity and Privacy Security Scheme on Location Based Services |
Revista |
CONACYT |
Computación y Sistemas |
2019 |
| Dendritic neural networks in the classification of estrous cycle images |
Revista |
SCOPUS |
International Journal of Combinatorial Optimization Problems and Informatics |
2023 |
| Comparison of Neural Networks for Emotion Detection |
Revista |
JCR |
Computación y Sistemas |
2023 |
| PD plus SMC Quadrotor Control for Altitude and Crack Recognition Using Deep Learning |
Revista |
JCR |
International Journal of Control Automation and Systems |
2020 |
| An Approach to the Computation of the Euler Number by means of the Vertex Chain Code |
Revista |
JCR |
Computational and Mathematical Methods in Medicine |
2020 |
| Blood Pressure Estimation Algorithm by a Cuff-Based Monitoring Unit |
Revista |
CONACYT |
Computación y Sistemas |
2023 |
| Smooth dendrite morphological neurons |
Revista |
JCR |
Neural Networks |
2021 |
| Vision assisted pick and place robotic machine |
Revista |
JCR |
International Journal of Combinatorial Optimization Problems and Informatics |
2021 |
| Editorial: Advances in Robots Trajectories Learning via Fast Neural Networks |
Revista |
Indefinido |
Frontiers in Neurorobotics |
2021 |
| A vision from a physical point of view and the information theory on the image segmentation |
Revista |
JCR |
Journal of Intelligent & Fuzzy Systems |
2019 |
| Denoising Vanilla Autoencoder for RGB and GS Images with Gaussian Noise |
Revista |
JCR |
Entropy |
2023 |
| Prototipo de sistema embebido para la asistencia de personas con discapacidad visual en la acera pública |
Revista |
Indefinido |
Research in Computing Science |
2019 |
| Reactive navigation under a fuzzy rules-based scheme and reinforcement learning for mobile robots |
Revista |
JCR |
PeerJ Computer Science |
2021 |
| Optimization of a passive parallelogram suspension system for a planetary rover using differential evolution |
Revista |
JCR |
IEEE Latin America Transactions |
2021 |
| Spiking Neural Networks applied to the classification of motor tasks in EEG signals |
Revista |
JCR |
Neural Networks |
2020 |
| Fast Crack Segmentation with Depth-to-Space Operator for Pavement Maintenance |
Revista |
JCR |
IEEE Latin America Transactions |
2022 |
| A methodology for character recognition and revision of the linear equations solving procedure |
Revista |
JCR |
Information Processing and Management |
2023 |
| Learning smooth dendrite morphological neurons for pattern classification using linkage trees and evolutionary-based hyperparameter tuning |
Revista |
JCR |
Pattern Recognition Letters |
2023 |
| Securing mHealth Applications Using IoTsecM Security Modelling: Dentify.Me mApp Case Study for Urgent Care Management |
Revista |
CONACYT |
Computación y Sistemas |
2019 |
| Pixel-Wise Classification in Hippocampus Histological Images |
Revista |
JCR |
Computational and Mathematical Methods in Medicine |
2021 |
| Artificial Intelligence for Industry 4.0 in Iberoamerica |
Revista |
CONACYT |
Computación y Sistemas |
2021 |
| Voice production from the movements of a hand |
Revista |
SCOPUS |
Journal of Theoretical and Applied Information Technology |
2023 |
| Learning an Efficient Gait Cycle of a Biped Robot Based on Reinforcement Learning and Artificial Neural Networks |
Revista |
JCR |
Applied Sciences-Basel |
2019 |
| Transferencia de aprendizaje de una arquitectura de aprendizaje profundo para la separacion de frecuencias musicales
|
Revista |
Indefinido |
Research in Computing Science
|
2023 |
| Residual 3D convolutional neural network to enhance sinograms from small-animal positron emission tomography images |
Revista |
JCR |
Pattern Recognition Letters |
2023 |
| On the accuracy and computational cost of spiking neuron implementation |
Revista |
JCR |
Neural Networks |
2020 |
| Estrous Cycle Classification through Automatic Feature Extraction |
Revista |
CONACYT |
Computación y Sistemas |
2019 |
| Electricity consumption modeling by a chaotic convolutional radial basis function network |
Revista |
JCR |
Journal of Supercomputing |
2024 |
| CNN Based Detectors on Planetary Environments: A Performance Evaluation |
Revista |
JCR |
Frontiers in Neurorobotics |
2020 |
| Fully Convolutional Networks for Automatic Pavement Crack Segmentation |
Revista |
CONACYT |
Computación y Sistemas |
2019 |
| Cryptographic Protocol with Keyless Sensors Authentication for WBAN in Healthcare Applications |
Revista |
JCR |
Applied Sciences (Switzerland) |
2023 |
| Improving the Classification Performance of Dendrite Morphological Neurons |
Revista |
JCR |
IEEE Transactions on Neural Networks and Learning Systems |
2023 |
| Reinforcement Learning Compensation based PD Control for a Double Inverted Pendulum |
Revista |
JCR |
IEEE Latin America Transactions |
2019 |
| Android Ransomware Analysis Using Convolutional Neural Network and Fuzzy Hashing Features |
Revista |
JCR |
IEEE Access |
2023 |
| Teaching Basic Concepts: Geometric Forms and Colors on a NAO Robot Platform |
Revista |
Indefinido |
Research in Computing Science |
2019 |
| Explicación visual de la predicción de un clasificador de imágenes |
Revista |
Indefinido |
Research in Computing Science |
2020 |
| A Comparative Study of Dendrite Neural Networks for Pattern Classification |
Revista |
JCR |
International Journal of Combinatorial Optimization Problems and Informatics |
2021 |
| R-STDP spiking neural network architecture for motion control on a changing friction joint robotic arm |
Revista |
JCR |
Frontiers in Neurorobotics |
2022 |
| A Convolutional Neural Network for Handwritten Digit Recognition |
Revista |
Indefinido |
International Journal of Combinatorial Optimization Problems and Informatics |
2020 |
| Orientation Modeling Using Quaternions and Rational Trigonometry |
Revista |
JCR |
Machines |
2022 |
| Neuromorphic Signal Filter for Robot Sensoring
|
Revista |
JCR |
Frontiers in Neurorobotics |
2022 |
| Actions Selection During a Mobile Robot Navigation for the Autonomous Recharging Problem |
Revista |
CONACYT |
Computación y Sistemas |
2021 |
| Title: Hip and lower limbs 3D motion tracking using a double-stage data fusion algorithm for IMU/MARG-based wearables sensors |
Revista |
JCR |
Biomedical Signal Processing and Control |
2023 |
| Automatic Recognition of Leukemia AML Using Evolutionary Vision |
Revista |
JCR |
Computación y Sistemas |
2023 |
| Sistema de navegación y evasión de obstáculos aplicando un sistema de control difuso en una placa Arduino UNO |
Revista |
Indefinido |
Research in Computing Science |
2019 |
| Efficient FPGA Hardware Implementation for Robot Manipulator Kinematic Modeling Using Rational Trigonometry |
Revista |
JCR |
IEEE Latin America Transactions |
2019 |
| Learning smooth dendrite morphological neurons by stochastic gradient descent for pattern classification |
Revista |
JCR |
Neural Networks |
2023 |
| Modelos neuronales pulsantes adaptados para el mejoramiento de luminosidad de imágenes cerebrales de gran resolución |
Revista |
Indefinido |
Research in Computing Science |
2019 |
| Reconstrucción autónoma de un mapa métrico de una pista de competencias usando visión artificial |
Revista |
Indefinido |
Research in Computing Science |
2020 |
| Selección de acciones para la navegación de un robot móvil basada en fuzzy Q-learning |
Revista |
Indefinido |
Research in Computing Science |
2020 |
| Handcraft and Automatic Approaches for the Recognition of Leukemia Images |
Revista |
Indefinido |
Research in Computing Science |
2020 |
| Learning an Artificial Neural Network for Discovering Combinations of Bit-Quads to Compute the Euler Characteristic of a 2-D Binary Image |
Revista |
CONACYT |
Computacion y Sistemas |
2022 |
| Symbolic Learning using Brain Programming for the Recognition of Leukemia Images |
Revista |
CONACYT |
Computación y Sistemas |
2021 |
| Objective psychomotor laparoscopic skills evaluation using a low-cost wearable device based on accelerometry: construct and concurrent validity study |
Revista |
JCR |
Surgical Endoscopy and Other Interventional Techniques |
2023 |
| Hybrid neural networks for big data classification |
Revista |
JCR |
Neurocomputing |
2020 |
| Android Malware Classification Based on Fuzzy Hashing Visualization |
Revista |
CONACYT |
Machine Learning and Knowledge Extraction |
2023 |
| Expert knowledge for the recognition of leukemic cells |
Revista |
JCR |
Applied Optics |
2020 |
| Random Walk-Based Approach for Addressing of Navigation Algorithms in Service and Surveillance Robots |
Revista |
Tipo C |
Journal of Theoretical and Applied Information Technology |
2023 |
| Estudio comparativo de algoritmos de súper resolución de una sola imagen basados en aprendizaje profundo |
Revista |
Indefinido |
Research in Computing Science |
2020 |
| Dynamic balance of a bipedal robot using neural network training with simulated annealing |
Revista |
JCR |
Frontiers in Neurorobotics |
2022 |
| Implementation of Kalman Filtering with Spiking Neural Networks
|
Revista |
JCR |
Sensors
|
2022 |
| Learning an artificial neural network to discover bit-quad-based formulas to compute basic object properties |
Revista |
JCR |
Pattern Recognition |
2023 |
| Formulaciones para el cálculo eficiente del número de hoyos de un objeto binario 2-D |
Revista |
Indefinido |
Research in Computing Science |
2019 |
| A New Fat-Removal-Based Preprocessing Pipeline for MLO View in Digital Mammograms |
Revista |
JCR |
IEEE Access |
2023 |
| 3D Motion Tracking of the Shoulder Joint with Respect to the Thorax Using MARG Sensors and Data Fusion Algorithm |
Revista |
JCR |
Biocybernetics and Biomedical Engineering |
2020 |
| 3-D Interface for Humanoid Robot Operation |
Revista |
CONACYT |
Computación y Sistemas |
2023 |
| Revisión del estado del arte en técnicas de procesamiento de lenguaje natural para análisis de malware |
Revista |
Indefinido |
Research in Computing Science |
2020 |
| Study of the Effect of Combining Activation Functions in a Convolutional Neural Network |
Revista |
JCR |
IEEE Latin America Transactions |
2021 |
| Introduction to the Thematic Issue on Artificial Intelligence for Industry 4.0 |
Revista |
CONACYT |
Computación y Sistemas |
2021 |
| Review of Machine-Learning Techniques Applied to Structural Health Monitoring Systems for Building and Bridge Structures
|
Revista |
JCR |
Applied Sciences (Switzerland)
|
2022 |
| Learning Dendrite Morphological Neurons Using Linkage Trees for Pattern Classification |
Congreso |
Memoria |
14th Mexican Conference on Pattern Recognition, MCPR 2022 |
2022 |
| Availability vulnerabilities evaluation to lorawan |
Congreso |
SCOPUS |
9th International Congress on Telematics and Computing, WITCOM 2020 |
2020 |
| Design and Installation of an IoT Electricity and Water Technological and Monitoring Solution |
Congreso |
Indefinido |
4th Ibero-American Congress on Smart Cities, ICSC-CITIES 2021 |
2021 |
| Dendrite Ellipsoidal Neuron Trained by Stochastic Gradient Descent for Motor Imagery Classification |
Congreso |
Memoria |
11th Mexican Conference on Pattern Recognition, MCPR 2019 |
2019 |
| RiskIPN: Pavement Risk Database for Segmentation with Deep Learning |
Congreso |
Memoria |
20th Mexican International Conference on Artificial Intelligence, MICAI 2021 |
2021 |
| Machine Learning and Symbolic Learning for the Recognition of Leukemia L1, L2 and L3 |
Congreso |
Memoria |
14th Mexican Conference on Pattern Recognition, MCPR 2022 |
2022 |
| An Application of Deep Neural Network for Robbery Evidence Using Face Recognition Approach |
Congreso |
Memoria |
International Research and Innovation Forum, RIIFORUM 2020 |
2020 |
| IPN Sustainability Program: Solar Photovoltaic Electricity Generation and Consumption Reduction |
Congreso |
Memoria |
2nd Ibero-American Congress of Smart Cities, ICSC-CITIES 2019 |
2019 |
| Towards a Visual Grammar for IoT Systems Representation and their Cybersecurity Requirements |
Congreso |
Memoria |
2020 IEEE Colombian Conference on Communications and Computing, COLCOM 2020 |
2020 |
| A Comparison Study of EEG Signals Classifiers for Inter-subject Generalization |
Congreso |
Memoria |
International Conference on Innovative Data Communication Technologies and Application, ICIDCA 2020
|
2021 |
| A Comparative Study of Neural Computing Approaches for Semantic Segmentation of Breast Tumors on Ultrasound Images |
Congreso |
Memoria |
27th Brazilian Congress on Biomedical Engineering, CBEB 2020 |
2022 |
| Automatic Contrast Enhancement with Differential Evolution for Leukemia Cell Identification |
Congreso |
Indefinido |
11th Mexican Conference, MCPR 2019 |
2019 |
| Evolution of COVID-19 patients in Mexico city using markov chains |
Congreso |
Memoria |
9th International Congress on Telematics and Computing, WITCOM 2020 |
2020 |
| Finding the Optimal Bit-Quad Patterns for Computing the Euler Number of 2D Binary Images Using Simulated Annealing |
Congreso |
Memoria |
13th Mexican Conference on Pattern Recognition, MCPR 2021
|
2021 |
| Spiral Trajectories for Building Inspection with Quadrotors |
Congreso |
Memoria |
2022 International Conference on Unmanned Aircraft Systems, ICUAS 2022 |
2022 |
| Motor Imagery Task Classification in EEG Signals with Spiking Neural Network |
Congreso |
Indefinido |
11th Mexican Conference on Pattern Recognition (MCPR, 2019) |
2019 |
| Comparison of Deep Learning Architectures in Classification of Microcalcifications Clusters in Digital Mammograms |
Congreso |
Memoria |
15th Mexican Conference on Pattern Recognition, MCPR 2023 |
2023 |
| 3-D Human Body Posture Reconstruction by Computer Vision |
Congreso |
Memoria |
18th Mexican International Conference on Artificial Intelligence, MICAI 2019 |
2019 |
| Towards dendrite spherical neurons for pattern classification |
Congreso |
Memoria |
12th Mexican Conference on Pattern Recognition, MCPR 2020 |
2020 |
| Vision-based blind spot warning system by deep neural networks |
Congreso |
Memoria |
12th Mexican Conference on Pattern Recognition, MCPR 2020 |
2020 |
| Mobile Robotic Navigation System With Improved Autonomy Under Diverse Scenarios |
Congreso |
Memoria |
19th Mexican International Conference on Artificial Intelligence, MICAI 2020 |
2020 |
| Graph Representation for Learning the Traveling Salesman Problem |
Congreso |
Memoria |
13th Mexican Conference on Pattern Recognition, MCPR 2021 |
2021 |
| Multi-subject classification of Motor Imagery EEG signals using transfer learning in neural networks |
Congreso |
Memoria |
43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society. (EMBC) |
2021 |
| Rock Detection in a Mars-Like Environment Using a CNN |
Congreso |
Indefinido |
11th Mexican Conference on Pattern Recognition (MCPR 2019) |
2019 |
| Retinal Artery and Vein Segmentation Using an Image-to-Image Conditional Adversarial Network |
Congreso |
Memoria |
15th Mexican Conference on Pattern Recognition, MCPR 2023 |
2023 |
| IoT Botnets |
Congreso |
Memoria |
8th International Congress on Telematics and Computing, WITCOM 2019 |
2019 |
| Vertex Codification Applied to 3-D Binary Image Euler Number Computation |
Congreso |
Indefinido |
18th Mexican International Conference on Artificial Intelligence, MICAI 2019 |
2019 |
| Using Morphological-Linear Neural Network for Upper Limb Movement Intention Recognition from EEG Signals |
Congreso |
Memoria |
11th Mexican Conference on Pattern Recognition, MCPR 2019 |
2019 |
| Crowdsourcing and IoT Towards More Resilient Flooding Prone Cities |
Congreso |
Memoria |
3rd Ibero-American Congress, ICSC-CITIES 2020 |
2020 |
| 3D Convolutional Neural Network to Enhance Small-Animal Positron Emission Tomography Images in the Sinogram Domain |
Congreso |
Memoria |
14th Mexican Conference on Pattern Recognition, MCPR 2022 |
2022 |
| Advanced Robotic Vehicles Programming: An Ardupilot and Pixhawk Approach |
Libro |
Indefinido |
|
2020 |
| Neural Networks for an Automated Screening System to Detect Anomalies in Retina Images |
Libro |
Indefinido |
What AI Can Do: Strengths and Limitations of Artificial Intelligence |
2023 |