All Stories

  1. Integration of Field Data and UAV Imagery for Coffee Yield Modeling Using Machine Learning

    Article • Drones, October 2025, MDPI AG

    Professor Danton Diego Ferreira

  2. Estimation and Classification of Coffee Plant Water Potential Using Spectral Reflectance and Machine Learning Techniques

    Article • July 2025, MDPI AG

    Professor Danton Diego Ferreira

  3. A new random convolutional Kernel-based system for transmission line fault classification

    Article • Computational and Applied Mathematics, May 2025, Springer Science + Business Media

    Professor Danton Diego Ferreira

  4. Flower pollination algorithm optimization applied for Lyapunov-based fuzzy logic speed controller of a complex drive system

    Article • Bulletin of the Polish Academy of Sciences Technical Sciences, April 2025, Polish Academy of Sciences Chancellery

    Professor Danton Diego Ferreira

  5. Assessing the Links Between Artificial Intelligence and Precision Nutrition

    Article • Current Nutrition Reports, March 2025, Springer Science + Business Media

    Professor Danton Diego Ferreira

  6. A neural-enhanced active disturbance load-side speed control of an electric drive with a flexible link

    Article • Archives of Electrical Engineering, February 2025, Polish Academy of Sciences Chancellery

    Professor Danton Diego Ferreira

  7. Probiotic Microorganisms in Inflammatory Bowel Diseases: Live Biotherapeutics as Food

    Article • Foods, December 2024, MDPI AG

    Professor Danton Diego Ferreira

  8. Myoglobin redox form prediction in fresh beef using computer vision systems and artificial intelligence

    Article • Microchemical Journal, November 2024, Elsevier

    Professor Danton Diego Ferreira

  9. Sample-by-sample Power Quality Disturbance classification based on Sliding Window Recursive Discrete Fourier Transform

    Article • Electric Power Systems Research, October 2024, Elsevier

    Professor Danton Diego Ferreira

  10. A novelty detection method for efficient data storage in smart grids

    Article • Electric Power Systems Research, September 2024, Elsevier

    Professor Danton Diego Ferreira

  11. Approaches based on language models for aspect extraction for sentiment analysis in the Portuguese language

    Article • Neural Computing and Applications, August 2024, Springer Science + Business Media

    Professor Danton Diego Ferreira

  12. Biological Significance of Probiotic Microorganisms from Kefir and Kombucha: A Review

    Article • Microorganisms, May 2024, MDPI AG

    Professor Danton Diego Ferreira

  13. Avaliação da usabilidade do CARPeDia: aplicativo para prevenção da úlcera do pé diabético

    Article • Revista JRG de Estudos Acadêmicos, April 2024, Revista JRG de Estudos Academicos

    Professor Danton Diego Ferreira

  14. Desenvolvimento de soft sensor para poços de petróleo usando MGGP

    Article • January 2024, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Professor Danton Diego Ferreira

  15. Classificação de Sons Pulmonares com Técnica de Few-Shot Learning

    Article • January 2024, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Professor Danton Diego Ferreira

  16. Utilização de Curvas Principais na triagem de pacientes com tuberculose

    Article • January 2024, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Professor Danton Diego Ferreira

  17. Modelagem de Variáveis Espectrais para Determinar as Condições Hídricas de Cafeeiros

    Article • January 2024, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Professor Danton Diego Ferreira

  18. Rede neural artificial para predição de brucelose bovina a partir de dados desbalanceados

    Article • January 2024, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Professor Danton Diego Ferreira

  19. Stable Rules Definition for Fuzzy TS Speed Controller Implemented for BLDC Motor

    Article • Applied Sciences, January 2024, MDPI AG

    Professor Danton Diego Ferreira

  20. Identificação de metabólitos no plasma e urina com potencial uso como biomarcadores para o monitoramento dos efeitos adversos dos AINEs em gatos via aprendizado de máquina

    Article • January 2024, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Professor Danton Diego Ferreira

  21. Predicting coffee water potential from spectral reflectance indices with neural networks

    Article • Smart Agricultural Technology, August 2023, Elsevier

    Professor Danton Diego Ferreira

  22. Neural network-based method to stratify people at risk for developing diabetic foot: A support system for health professionals

    Article • PLOS One, July 2023, PLOS

    Professor Danton Diego Ferreira

  23. One-class classifier based on principal curves

    Article • Neural Computing and Applications, June 2023, Springer Science + Business Media

    Professor Danton Diego Ferreira

  24. Unsupervised Class-Expert Learning for Supporting Covid-19 Triage Based on Computed Tomography Data

    Article • Learning and Nonlinear Models, December 2022, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Professor Danton Diego Ferreira

  25. Mother wavelet selection method for voltage sag characterization and detection

    Article • Electric Power Systems Research, October 2022, Elsevier

    Professor Danton Diego Ferreira

  26. PLL Based Method for Supraharmonics Emission Assessment

    Article • IEEE Transactions on Power Delivery, August 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  27. High-impedance fault modeling and classification in power distribution networks

    Article • Electric Power Systems Research, March 2022, Elsevier

    Professor Danton Diego Ferreira

  28. A comparison of machine learning algorithms for predicting consumer responses based on physical, chemical, and physical–chemical data of fruits

    Article • Journal of Sensory Studies, February 2022, Wiley

    Professor Danton Diego Ferreira

  29. Fault Classification in Transmission Lines Using Random Forest and Notch Filter

    Article • Journal of Control Automation and Electrical Systems, November 2021, Springer Science + Business Media

    Professor Danton Diego Ferreira

  30. A Principal Curves-Based Method for Electronic Tongue Data Analysis

    Article • IEEE Sensors Journal, February 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  31. Quality control of fresh strawberries by a random forest model

    Article • Journal of the Science of Food and Agriculture, February 2021, Wiley

    Professor Danton Diego Ferreira

  32. Uma Abordagem de Processamento Estatístico de Sinais para Detecção de Ilhamento

    Article • January 2021, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Professor Danton Diego Ferreira

  33. Classificação e Interpretação de dados do Cadastro Ambiental Rural utilizando técnicas de Aprendizagem de Máquina

    Article • January 2021, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Professor Danton Diego Ferreira

  34. Ensemble de especialistas para avaliação de adesão ao procedimento operacional padrão de fotografias de radiografias de tórax

    Article • January 2021, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Professor Danton Diego Ferreira

  35. Real-time voltage sag detection and classification for power quality diagnostics

    Article • Measurement, November 2020, Elsevier

    Professor Danton Diego Ferreira

  36. Compression Method of Power Quality Disturbances Based on Independent Component Analysis and Fast Fourier Transform

    Article • Electric Power Systems Research, October 2020, Elsevier

    Professor Danton Diego Ferreira

  37. An Unsupervised Method based on Support Vector Machines and Higher-Order Statistics for Mechanical Faults Detection

    Article • IEEE Latin America Transactions, June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  38. Comparative analysis of the measurement methods for the supraharmonic range

    Article • International Journal of Electrical Power & Energy Systems, June 2020, Elsevier

    Professor Danton Diego Ferreira

  39. Dynamic behavior of coffee tree branches during mechanical harvest

    Article • Computers and Electronics in Agriculture, June 2020, Elsevier

    Professor Danton Diego Ferreira

  40. Competitive neural layer-based method to identify people with high risk for diabetic foot

    Article • Computers in Biology and Medicine, May 2020, Elsevier

    Professor Danton Diego Ferreira

  41. Soft sensors design in a petrochemical process using an Evolutionary Algorithm

    Article • Measurement, December 2019, Elsevier

    Professor Danton Diego Ferreira

  42. Detection of Power Quality Disturbance using a Multidimensional Approach in an Embedded System

    Article • IEEE Latin America Transactions, July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  43. Data clustering based on principal curves

    Article • Advances in Data Analysis and Classification, June 2019, Springer Science + Business Media

    Professor Danton Diego Ferreira

  44. Mechanical fault detection in electric motors measured by a digital signal processing device in an optical mouse

    Article • Measurement, May 2019, Elsevier

    Professor Danton Diego Ferreira

  45. Supraharmonic analysis by filter bank and compressive sensing

    Article • Electric Power Systems Research, April 2019, Elsevier

    Professor Danton Diego Ferreira

  46. Young's Modulus and Poisson's Ratio Estimation Based on PSO Constriction Factor Method Parameters Evaluation

    Article • International Journal of Manufacturing Materials and Mechanical Engineering, April 2019, IGI Global

    Professor Danton Diego Ferreira

  47. Real-time system for automatic detection and classification of single and multiple power quality disturbances

    Article • Measurement, November 2018, Elsevier

    Professor Danton Diego Ferreira

  48. Exploiting Feature Extraction Techniques for Remote Sensing Image Classification

    Article • IEEE Latin America Transactions, October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  49. Characterization of the coffee fruit detachment force in crop subjected to mechanized harvesting

    Article • Coffee Science, May 2018, Coffee Science

    Professor Danton Diego Ferreira

  50. Face Recognition based on Higher-Order Statistics

    Article • IEEE Latin America Transactions, May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  51. Harmonic analysis based on scica at PCC of a grid-connected micro solar PV power plant

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  52. Supraharmonic analysis using subsampling

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  53. Voltage sag and swell detection and segmentation based on Independent Component Analysis

    Article • Electric Power Systems Research, February 2018, Elsevier

    Professor Danton Diego Ferreira

  54. Noninvasive Approach based on Self Organizing Maps to Classify the Risk of Diabetic Foot

    Article • IEEE Latin America Transactions, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  55. Real-time Detection System of Electrical Disturbances for Remote Communication Stations and Smart Grid

    Article • IEEE Latin America Transactions, October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  56. Lowcost automated control for steel heat treatments

    Article • Applied Thermal Engineering, March 2017, Elsevier

    Professor Danton Diego Ferreira, PhD Edimilson Zambaldi

  57. Review on applications of electric vehicles in the countryside

    Article • Ciência Rural, January 2017, FapUNIFESP (SciELO)

    Professor Danton Diego Ferreira

  58. Displacement Tracking of Harvester Rods of a Coffee Harvester

    Article • IEEE Latin America Transactions, December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  59. A non-intrusive approach to classify electrical appliances based on higher-order statistics and genetic algorithm: a smart grid perspective

    Article • Electric Power Systems Research, November 2016, Elsevier

    Professor Danton Diego Ferreira

  60. A low complexity power quality disturbance detection system

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  61. Harmonic extraction based on Independent Component Analysis and quadrature matched filters

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  62. ICA-based method for power quality disturbance detection

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  63. Interharmonic detection and identification based on higher-order statistics

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  64. Multidimensional monitoring for power quality disturbance detection

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  65. Real-time system for automatic classification of power quality disturbances

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  66. A model validation scale based on multiple indices

    Article • Archiv für Elektrotechnik, September 2016, Springer Science + Business Media

    Dr. Erivelton Geraldo Nepomuceno, Professor Danton Diego Ferreira

  67. A principal curve-based method for data clustering

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  68. The Use of a Robotic Arm for Displacement Measurements in a Cantilever beam

    Article • International Journal of Manufacturing Materials and Mechanical Engineering, July 2016, IGI Global

    Professor Danton Diego Ferreira

  69. Fault Detection and Classification in Cantilever Beams Through Vibration Signal Analysis and Higher-Order Statistics

    Article • Journal of Control Automation and Electrical Systems, June 2016, Springer Science + Business Media

    Professor Danton Diego Ferreira

  70. Classification of lung sounds using higher-order statistics: A divide-and-conquer approach

    Article • Computer Methods and Programs in Biomedicine, June 2016, Elsevier

    Professor Danton Diego Ferreira

  71. Recomendação para colheita mecânica do café baseado no comportamento de vibração das hastes derriçadoras

    Article • Ciência Rural, October 2015, FapUNIFESP (SciELO)

    Professor Danton Diego Ferreira

  72. Non-Intrusive Appliance Load Identification Based on Higher-Order Statistics

    Article • IEEE Latin America Transactions, October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  73. A new power quality deviation index based on principal curves

    Article • Electric Power Systems Research, August 2015, Elsevier

    Professor Danton Diego Ferreira

  74. Extracting the transient events from power system signals by independent component analysis

    Article • International Transactions on Electrical Energy Systems, July 2015, Wiley

    Professor Danton Diego Ferreira

  75. A method based on independent component analysis for single and multiple power quality disturbance classification

    Article • Electric Power Systems Research, February 2015, Elsevier

    Professor Danton Diego Ferreira

  76. Method based on independent component analysis for harmonic extraction from power system signals

    Article • Electric Power Systems Research, February 2015, Elsevier

    Professor Danton Diego Ferreira

  77. A principal component-based algorithm for denoising in single channel data (PCA for denoising in single channel data)

    Article • Measurement, January 2015, Elsevier

    Professor Danton Diego Ferreira

  78. Non-invasive method to analyse the risk of developing diabetic foot

    Article • Healthcare Technology Letters, October 2014, the Institution of Engineering and Technology (the IET)

    Professor Danton Diego Ferreira

  79. Independent component analysis-based method for electroencephalogram analysis during photic stimulation

    Article • Journal of Neuroscience Methods, September 2014, Elsevier

    Professor Danton Diego Ferreira

  80. A direct approach for disturbance detection based on Principal Curves

    Article • May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  81. Sub-harmonics detection and identification using higher order statistics

    Article • May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  82. Principal component analysis in the spectral analysis of the dynamic laser speckle patterns

    Article • Journal of the European Optical Society Rapid Publications, February 2014, European Optical Society

    Professor Danton Diego Ferreira

  83. Classification of Multiple and Single Power Quality Disturbances Using a Decision Tree-Based Approach

    Article • Journal of Control Automation and Electrical Systems, July 2013, Springer Science + Business Media

    Professor Danton Diego Ferreira

  84. Exploiting principal curves for power quality monitoring

    Article • Electric Power Systems Research, July 2013, Elsevier

    Professor Danton Diego Ferreira

  85. Improved Disturbance Detection Technique for Power-Quality Analysis

    Article • IEEE Transactions on Power Delivery, April 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  86. Sistema automático de classificação de distúrbios elétricos múltiplos e isolados

    Article • Sba Controle & Automação Sociedade Brasileira de Automatica, February 2011, FapUNIFESP (SciELO)

    Professor Danton Diego Ferreira

  87. Power quality disturbances classification using specialized neural networks

    Article • September 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  88. Reducing electrocardiographic artifacts from electromyogram signals with independent component analysis

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  89. Coherence estimate between a random and a periodic signal: Bias, variance, analytical critical values, and normalizing transforms

    Article • Journal of the Franklin Institute, November 2009, Elsevier

    Professor Danton Diego Ferreira

  90. ICA-Based Method for Power Quality Disturbance Analysis

    Article • November 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira

  91. HOS-based method for classification of power quality disturbances

    Article • January 2009, the Institution of Engineering and Technology (the IET)

    Professor Danton Diego Ferreira

  92. ICA-Based Method for Quantifying EEG Event-Related Desynchronization

    Article • January 2009, Springer Science + Business Media

    Professor Danton Diego Ferreira

  93. Power quality events recognition using a SVM-based method

    Article • Electric Power Systems Research, September 2008, Elsevier

    Professor Danton Diego Ferreira

  94. Separation and recognition of multiple PQ disturbances using independent component analysis and neural networks

    Article • September 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Danton Diego Ferreira