All Stories

  1. 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

  2. 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

  3. 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

  4. Data clustering based on principal curves

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

    Professor Danton Diego Ferreira

  5. Supraharmonic analysis by filter bank and compressive sensing

    Article • Electric Power Systems Research, April 2019, Elsevier

    Professor Danton Diego Ferreira

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

    Article • Electric Power Systems Research, February 2018, Elsevier

    Professor Danton Diego Ferreira

  7. 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

  8. 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

  9. Lowcost automated control for steel heat treatments

    Article • Applied Thermal Engineering, March 2017, Elsevier

    Professor Danton Diego Ferreira, PhD Edimilson Zambaldi

  10. Review on applications of electric vehicles in the countryside

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

    Professor Danton Diego Ferreira

  11. 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

  12. 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

  13. A low complexity power quality disturbance detection system

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

    Professor Danton Diego Ferreira

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

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

    Professor Danton Diego Ferreira

  15. ICA-based method for power quality disturbance detection

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

    Professor Danton Diego Ferreira

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

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

    Professor Danton Diego Ferreira

  17. Multidimensional monitoring for power quality disturbance detection

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

    Professor Danton Diego Ferreira

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

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

    Professor Danton Diego Ferreira

  19. 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

  20. A principal curve-based method for data clustering

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

    Professor Danton Diego Ferreira

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

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

    Article • Electric Power Systems Research, August 2015, Elsevier

    Professor Danton Diego Ferreira

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

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

    Article • Journal of Neuroscience Methods, September 2014, Elsevier

    Professor Danton Diego Ferreira

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

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

    Professor Danton Diego Ferreira

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

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

    Professor Danton Diego Ferreira

  35. 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

  36. 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

  37. Exploiting principal curves for power quality monitoring

    Article • Electric Power Systems Research, July 2013, Elsevier

    Professor Danton Diego Ferreira

  38. 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

  39. 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

  40. Power quality disturbances classification using specialized neural networks

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

    Professor Danton Diego Ferreira

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

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

    Professor Danton Diego Ferreira

  42. 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

  43. ICA-Based Method for Power Quality Disturbance Analysis

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

    Professor Danton Diego Ferreira

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

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

    Professor Danton Diego Ferreira

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

    Article • January 2009, Springer Science + Business Media

    Professor Danton Diego Ferreira

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

    Article • Electric Power Systems Research, September 2008, Elsevier

    Professor Danton Diego Ferreira

  47. 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