Publikationen in Zusammenarbeit mit Forschern von Instituto Politécnico Nacional (18)

2024

  1. Framework Based on Simulation of Real-World Message Streams to Evaluate Classification Solutions

    Algorithms, Vol. 17, Núm. 1

2023

  1. Human and Environmental Factors Analysis in Traffic Using Agent-Based Simulation

    Applied Sciences (Switzerland), Vol. 13, Núm. 6

  2. ReinforSec: An Automatic Generator of Synthetic Malware Samples and Denial-of-Service Attacks through Reinforcement Learning

    Sensors, Vol. 23, Núm. 3

2022

  1. Detecting Cryptojacking Web Threats: An Approach with Autoencoders and Deep Dense Neural Networks

    Applied Sciences (Switzerland), Vol. 12, Núm. 7

  2. FASSVid: Fast and Accurate Semantic Segmentation for Video Sequences

    Entropy, Vol. 24, Núm. 7

2021

  1. A dense neural network approach for detecting clone id attacks on the rpl protocol of the iot

    Sensors, Vol. 21, Núm. 9

  2. Improving real-time hand gesture recognition with semantic segmentation

    Sensors (Switzerland), Vol. 21, Núm. 2, pp. 1-16

2020

  1. Synthetic minority oversampling technique for optimizing classification tasks in botnet and intrusion-detection-system datasets

    Applied Sciences (Switzerland), Vol. 10, Núm. 3

2019

  1. A Semi-supervised learning methodology for malware categorization using weighted word embeddings

    Proceedings - 4th IEEE European Symposium on Security and Privacy Workshops, EUROS and PW 2019

  2. Analysis of the GPS spoofing vulnerability in the drone 3DR solo

    IEEE Access, Vol. 7, pp. 51782-51789

  3. Early fire detection on video using LBP and spread ascending of smoke

    Sustainability (Switzerland), Vol. 11, Núm. 12

  4. Outdoor location of mobile devices using trilateration algorithms for emergency services

    IEEE Access, Vol. 7, pp. 52052-52059

  5. Using twitter data to monitor natural disaster social dynamics: A recurrent neural network approach with word embeddings and kernel density estimation

    Sensors (Switzerland), Vol. 19, Núm. 7

  6. Vehicle counting in video sequences: An incremental subspace learning approach

    Sensors (Switzerland), Vol. 19, Núm. 13

2017

  1. Comparative analysis of texture descriptors in maize fields with plants, soil and object discrimination

    Precision Agriculture, Vol. 18, Núm. 5, pp. 717-735

2016

  1. Spatio-temporal analysis for obstacle detection in agricultural videos

    Applied Soft Computing Journal, Vol. 45, pp. 86-97

  2. Vegetation segmentation in cornfield images using bag of words

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2014

  1. A Multilevel thresholding algorithm using electromagnetism optimization

    Neurocomputing, Vol. 139, pp. 357-381