Danton Diego Ferreira

@ufla.br

Department of Automatics / School of Engineering
Universidade Federal de Lavras

Danton Diego Ferreira


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https://researchid.co/dantonferreira

RESEARCH, TEACHING, or OTHER INTERESTS

Control and Systems Engineering, Artificial Intelligence, Signal Processing, Electrical and Electronic Engineering
2199

Scholar Citations

26

Scholar h-index

68

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Harmonic impedance estimation using small-signal injection with power quality control
    HLM Monteiro, MM De Oliveira, RA De Araujo, DD Ferreira, CA Duque
    Electric Power Systems Research 254, 112549 , 2026
    2026
  • A systematic review of Green Machine Learning: practices and challenges for sustainability
    S Santos, ALC Ottoni, R Borgo, D Ferreira, E Nepomuceno
    Artificial Intelligence Review , 2026
    2026
  • Estimation and Classification of Coffee Plant Water Potential Using Spectral Reflectance and Machine Learning Techniques
    DCT Delfino, DD Ferreira, MML Volpato, VA Silva, RT Delfino, ...
    Biophysica 5 (4), 60 , 2025
    2025
  • Integration of field data and UAV imagery for coffee yield modeling using machine learning
    SAS Silva, GAS Ferraz, VC Figueiredo, MML Volpato, DD Ferreira, ...
    Drones 9 (10), 717 , 2025
    2025
    Citations: 1
  • A UrgêNcia ÉTica Da Ia Centrada No Humano Na Era Da AutomaçãO Do Trabalho
    JCS Lima, FO Silva, DD Ferreira
    2025 16th IEEE International Conference on Industry Applications (INDUSCON … , 2025
    2025
  • Machine-Learning Assisted Framework for Multi-Microgrid System Identification Over Agricultural Production Areas
    JPC Pedroso, SC Ferreira, RR Magalhães, DD Ferreira, LFG Moura, ...
    2025 16th IEEE International Conference on Industry Applications (INDUSCON … , 2025
    2025
  • Speed Sensor Fault Detection Algorithm Based on Autoencoder Applied for Two-mass System
    G Kaczmarczyk, R Stanisławski, DD Ferreira, M Kamiński
    2025 29th International Conference on Methods and Models in Automation and … , 2025
    2025
  • Estrutura ensemble via Curvas Principais para classificação de distúrbios de qualidade de energia elétrica
    H Sousa, D Ferreira, F Borges, H Monteiro
    Simpósio Brasileiro de Automação Inteligente-SBAI , 2025
    2025
  • Classificacão de Acionamentos de Cargas Elétricas: Uma Abordagem Baseada em Redes Neurais e Transformada de Fourier de Janela Deslizante Recursiva
    FA Damasceno, GS Rodrigues, RRM Ribeiro, D Saqui, M Lima, ...
    Simpósio Brasileiro de Automação Inteligente-SBAI , 2025
    2025
  • A new random convolutional Kernel-based system for transmission line fault classification: GA Fonseca et al.
    GA Fonseca, DD Ferreira, AR Almeida, RR de Lima, M Kaminski, ...
    Computational and Applied Mathematics 44 (5), 260 , 2025
    2025
    Citations: 2
  • Assessing the links between artificial intelligence and precision nutrition
    DD Ferreira, LG Ferreira, KA Amorim, DCT Delfino, ACBH Ferreira, ...
    Current Nutrition Reports 14 (1), 47 , 2025
    2025
    Citations: 23
  • Integração de tecnologias de agricultura de precisão e digital aplicadas na gestão da cafeicultura
    SAS Silva, GA Ferraz, VC Figueiredo, MML Volpato, LS Santana, ...
    2025
  • Flower pollination algorithm optimization applied for Lyapunov-based fuzzy logic speed controller of a complex drive system
    G Kaczmarczyk, R Stanisławski, Ł Knypiński, DD Ferreira, M Kamiński
    Bulletin of the Polish Academy of Sciences Technical Sciences, e154205-e154205 , 2025
    2025
    Citations: 1
  • A neural-enhanced active disturbance load-side speed control of an electric drive with a flexible link
    G Kaczmarczyk, R Stanislawski, M Kaminski, K Kasprzak, DD Ferreira
    Archives of Electrical Engineering 74 (1) , 2025
    2025
    Citations: 5
  • Probiotic Microorganisms in Inflammatory Bowel Diseases: Live Biotherapeutics as Food
    EN Santos, KT Magalhães-Guedes, FEM Borges, DD Ferreira, ...
    Foods 13 (24), 4097 , 2024
    2024
    Citations: 7
  • Myoglobin redox form prediction in fresh beef using computer vision systems and artificial intelligence
    LO Bueno, CAS Silva, RA Torres Filho, ALS Ramos, DD Ferreira, ...
    Microchemical Journal 206, 111588 , 2024
    2024
    Citations: 5
  • Approaches based on language models for aspect extraction for sentiment analysis in the Portuguese language
    JCF Neto, DA Pereira, BHG Barbosa, DD Ferreira
    Neural Computing and Applications 36 (31), 19353-19363 , 2024
    2024
    Citations: 7
  • Analysis and Modeling of Spectral Variables to Estimate the Water Status of Coffee Trees
    DCT Delfino, DD Ferreira, RT Delfino, MML Volpato, VA Silva, ...
    Congresso Brasileiro de Automática-CBA 4 (1) , 2024
    2024
  • Automatic Identification of Spurious Records in the Rural Environmental Registry via Machine Learning
    FEM Borges, DD Ferreira, ACSC Junior, RR Magalhães
    Congresso Brasileiro de Automática-CBA 4 (1) , 2024
    2024
  • Estimação de Harmônicas e Inter-harmônicas em Tempo Real Utilizando a Transformada de Fourier Recursiva de Janela Deslizante
    LFA Rodrigues, EB Kapisch, RA Tavares, GS Rodrigues, HLM Monteiro, ...
    Congresso Brasileiro de Automática-CBA 4 (1) , 2024
    2024
    Citations: 1

MOST CITED SCHOLAR PUBLICATIONS

  • Classification of lung sounds using higher-order statistics: A divide-and-conquer approach
    R Naves, BHG Barbosa, DD Ferreira
    Computer methods and programs in biomedicine 129, 12-20 , 2016
    2016
    Citations: 101
  • Real-time system for automatic detection and classification of single and multiple power quality disturbances
    EG Ribeiro, TM Mendes, GL Dias, ERS Faria, FM Viana, BHG Barbosa, ...
    Measurement 128, 276-283 , 2018
    2018
    Citations: 98
  • Artificial intelligence in sensory and consumer studies of food products
    CA Nunes, MN Ribeiro, TCL de Carvalho, DD Ferreira, LL de Oliveira, ...
    Current Opinion in Food Science 50, 101002 , 2023
    2023
    Citations: 73
  • Real-time voltage sag detection and classification for power quality diagnostics
    EA Nagata, DD Ferreira, MHJ Bollen, BHG Barbosa, EG Ribeiro, ...
    Measurement 164, 108097 , 2020
    2020
    Citations: 68
  • A method based on independent component analysis for single and multiple power quality disturbance classification
    DD Ferreira, JM de Seixas, AS Cerqueira
    Electric Power Systems Research 119, 425-431 , 2015
    2015
    Citations: 65
  • Power quality events recognition using a SVM-based method
    AS Cerqueira, DD Ferreira, MV Ribeiro, CA Duque
    Electric Power Systems Research 78 (9), 1546-1552 , 2008
    2008
    Citations: 64
  • Use of artificial intelligence in precision nutrition and fitness
    MHB de Moraes Lopes, DD Ferreira, ACBH Ferreira, GR Da Silva, ...
    Artificial intelligence in precision health, 465-496 , 2020
    2020
    Citations: 63
  • Supraharmonic analysis by filter bank and compressive sensing
    TM Mendes, CA Duque, LRM Silva, DD Ferreira, J Meyer
    Electric Power Systems Research 169, 105-114 , 2019
    2019
    Citations: 60
  • Voltage sag and swell detection and segmentation based on Independent Component Analysis
    EA Nagata, DD Ferreira, CA Duque, AS Cequeira
    Electric Power Systems Research 155, 274-280 , 2018
    2018
    Citations: 59
  • Comparative analysis of the measurement methods for the supraharmonic range
    TM Mendes, CA Duque, LRM da Silva, DD Ferreira, J Meyer, PF Ribeiro
    International Journal of Electrical Power & Energy Systems 118, 105801 , 2020
    2020
    Citations: 57
  • HOS-based method for classification of power quality disturbances
    DD Ferreira, AS Cerqueira, CA Duque, MV Ribeiro
    Electronics letters 45 (3), 183-185 , 2009
    2009
    Citations: 48
  • Compression method of power quality disturbances based on independent component analysis and fast fourier transform
    LS Pinto, MV Assunção, DA Ribeiro, DD Ferreira, BN Huallpa, LRM Silva, ...
    Electric Power Systems Research 187, 106428 , 2020
    2020
    Citations: 42
  • Fault classification in transmission lines using random forest and notch filter
    GA Fonseca, DD Ferreira, FB Costa, AR Almeida
    Journal of Control, Automation and Electrical Systems 33 (2), 598-609 , 2022
    2022
    Citations: 41
  • A new power quality deviation index based on principal curves
    DD Ferreira, JM de Seixas, AS Cerqueira, CA Duque, MHJ Bollen, ...
    Electric Power Systems Research 125, 8-14 , 2015
    2015
    Citations: 41
  • An unsupervised method based on support vector machines and higher-order statistics for mechanical faults detection
    F Borges, A Pinto, D Ribeiro, T Barbosa, D Pereira, R Magalháes, ...
    IEEE Latin America Transactions 18 (06), 1093-1101 , 2020
    2020
    Citations: 38
  • Improved disturbance detection technique for power-quality analysis
    CAG Marques, DD Ferreira, LR Freitas, CA Duque, MV Ribeiro
    IEEE Transactions on Power Delivery 26 (2), 1286-1287 , 2011
    2011
    Citations: 34
  • Coherence estimate between a random and a periodic signal: Bias, variance, analytical critical values, and normalizing transforms
    AMFLM de Sá, DD Ferreira, EW Dias, EMAM Mendes, LB Felix
    Journal of the Franklin Institute 346 (9), 841-853 , 2009
    2009
    Citations: 34
  • Mother wavelet selection method for voltage sag characterization and detection
    M Upadhya, AK Singh, P Thakur, EA Nagata, DD Ferreira
    Electric Power Systems Research 211, 108246 , 2022
    2022
    Citations: 32
  • Quality control of fresh strawberries by a random forest model
    MN Ribeiro, IA Carvalho, GA Fonseca, RC Lago, LCR Rocha, DD Ferreira, ...
    Journal of the Science of Food and Agriculture 101 (11), 4514-4522 , 2021
    2021
    Citations: 32
  • Competitive neural layer-based method to identify people with high risk for diabetic foot
    ACBH Ferreira, DD Ferreira, HC Oliveira, IC de Resende, A Anjos, ...
    Computers in biology and medicine 120, 103744 , 2020
    2020
    Citations: 32