Publications (20) JOSÉ ALBERTO BENÍTEZ ANDRADES publications View referenced research data.

filter_list Artificial Intelligence

2024

  1. Analysis and Detection of Melanoma through Collective Intelligence with AI

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  2. Application of machine learning algorithms in classifying postoperative success in metabolic bariatric surgery: Acomprehensive study

    Digital Health, Vol. 10

  3. Enhancing ASD detection accuracy: a combined approach of machine learning and deep learning models with natural language processing

    Health Information Science and Systems, Vol. 12, Núm. 1

  4. Machine Learning in Predicting the Success of Spine Surgery: A Multivariable Study

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  5. The Applications of Artificial Intelligence for Assessing Fall Risk: Systematic Review

    Journal of medical Internet research, Vol. 26, pp. e54934

2023

  1. A generalized decision tree ensemble based on the NeuralNetworks architecture: Distributed Gradient Boosting Forest (DGBF)

    Applied Intelligence, Vol. 53, Núm. 19, pp. 22991-23003

  2. Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System

    Cybernetics and Systems, Vol. 54, Núm. 3, pp. 286-305

  3. Early Detection of Autism Spectrum Disorder through AI-Powered Analysis of Social Media Texts

    2023 IEEE 36TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, CBMS

  4. Heart disease risk prediction using deep learning techniques with feature augmentation

    Multimedia Tools and Applications, Vol. 82, Núm. 20, pp. 31759-31773

  5. Multispecies bird sound recognition using a fully convolutional neural network

    Applied Intelligence, Vol. 53, Núm. 20, pp. 23287-23300

2022

  1. Detecting racism and xenophobia using deep learning models on Twitter data: CNN, LSTM and BERT

    PeerJ Computer Science, Vol. 8

  2. Implementing local-explainability in Gradient Boosting Trees: Feature Contribution

    Information Sciences, Vol. 589, pp. 199-212

  3. Roadway Detection Using Convolutional Neural Network Through Camera and LiDAR Data

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

  4. Traditional Machine Learning Models and Bidirectional Encoder Representations From Transformer (BERT)-Based Automatic Classification of Tweets About Eating Disorders: Algorithm Development and Validation Study

    JMIR Medical Informatics, Vol. 10, Núm. 2

2021

  1. BERT model-based approach for detecting categories of tweets in the field of eating disorders (ED)

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  2. Diabetes detection using deep learning techniques with oversampling and feature augmentation

    Computer Methods and Programs in Biomedicine, Vol. 202

  3. Sentiment analysis in non-fixed length audios using a Fully Convolutional Neural Network

    Biomedical Signal Processing and Control, Vol. 69

2020

  1. An ontology-based multi-domain model in social network analysis: Experimental validation and case study

    Information Sciences, Vol. 540, pp. 390-413

  2. Detecting respiratory pathologies using convolutional neural networks and variational autoencoders for unbalancing data

    Sensors (Switzerland), Vol. 20, Núm. 4

2019

  1. A FIPA-compliant framework for integrating rule engines into software agents for supporting communication and collaboration in a multiagent platform

    Advances in Intelligent Systems and Computing