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Humberto Sossa

Researcher Next ID · RN-043579

Researcher · Computer Science

Instituto Politécnico Nacional

Mexico City, Mexico

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Accepting doctoral researchersFunding unknown
Works count
419
Citation count
3,579
H-index
28
i10-index
96

Research interests

Computer Science
Neural Networks and Applications
Image Retrieval and Classification Techniques
Medical Image Segmentation Techniques
Advanced Image and Video Retrieval Techniques
Face and Expression Recognition

Publications

  • Learning an Efficient Gait Cycle of a Biped Robot Based on Reinforcement Learning and Artificial Neural Networks

    Applied Sciences · 2019 · 10.3390/app9030502

  • Fully Convolutional Networks for Automatic Pavement Crack Segmentation

    Computación y Sistemas · 2019 · 10.13053/cys-23-2-3047

  • Hybrid neural networks for big data classification

    Neurocomputing · 2019 · 10.1016/j.neucom.2019.08.095

  • Spiking Neural Networks applied to the classification of motor tasks in EEG signals

    Neural Networks · 2019 · 10.1016/j.neunet.2019.09.037

  • Differential evolution training algorithm for dendrite morphological neural networks

    Applied Soft Computing · 2018 · 10.1016/j.asoc.2018.03.033

  • Dendrite morphological neurons trained by stochastic gradient descent

    Neurocomputing · 2017 · 10.1016/j.neucom.2017.04.044

  • Retinal vessel extraction using Lattice Neural Networks with dendritic processing

    Computers in Biology and Medicine · 2015 · 10.1016/j.compbiomed.2014.12.016

  • Activity theory as a framework for building adaptive e-learning systems: A case to provide empirical evidence

    Computers in Human Behavior · 2013 · 10.1016/j.chb.2013.07.057

  • Efficient training for dendrite morphological neural networks

    Neurocomputing · 2013 · 10.1016/j.neucom.2013.10.031

  • A comparison of nature inspired algorithms for multi-threshold image segmentation

    Expert Systems with Applications · 2012 · 10.1016/j.eswa.2012.08.017

  • A multi-threshold segmentation approach based on Artificial Bee Colony optimization

    Applied Intelligence · 2012 · 10.1007/s10489-011-0330-z

  • Block matching algorithm for motion estimation based on Artificial Bee Colony (ABC)

    Applied Soft Computing · 2012 · 10.1016/j.asoc.2012.09.020

  • Artificial neural network synthesis by means of artificial bee colony (ABC) algorithm

    Journal · 2011 · 10.1109/cec.2011.5949637

  • Circle detection using electro-magnetism optimization

    Information Sciences · 2011 · 10.1016/j.ins.2010.12.024

  • Design of artificial neural networks using a modified Particle Swarm Optimization algorithm

    Journal · 2009 · 10.1109/ijcnn.2009.5178918

  • Adaptive and intelligent web based education system: Towards an integral architecture and framework

    Expert Systems with Applications · 2006 · 10.1016/j.eswa.2006.08.034

  • Polyhedral object recognition by indexing

    Pattern Recognition · 1995 · 10.1016/0031-3203(95)00048-8

Current projects

    No projects listed.