All Stories

  1. Facial Point Graphs for Stroke Identification

    Article • November 2023, Springer Science + Business Media

    Leandro Aparecido Passos

  2. Tabular data augmentation for video-based detection of hypomimia in Parkinson’s disease

    Article • Computer Methods and Programs in Biomedicine, October 2023, Elsevier

    Leandro Aparecido Passos

  3. Gait Recognition Based on Deep Learning: A Survey

    Article • ACM Computing Surveys, March 2023, ACM (Association for Computing Machinery)

    Leandro Aparecido Passos

  4. Multimodal audio-visual information fusion using canonical-correlated Graph Neural Network for energy-efficient speech enhancement

    Article • Information Fusion, February 2023, Elsevier

    Leandro Aparecido Passos

  5. Harmony Search-Based Approaches for Fine-Tuning Deep Belief Networks

    Article • January 2023, Springer Science + Business Media

    Leandro Aparecido Passos

  6. A Multi-Class Probabilistic Optimum-Path Forest

    Article • January 2023, Scitepress

    Leandro Aparecido Passos

  7. Feature Selection and Hyperparameter Fine-Tuning in Artificial Neural Networks for Wood Quality Classification

    Article • January 2023, Springer Science + Business Media

    Leandro Aparecido Passos

  8. Temporal Dengue Outbreak Prediction from Climatic Variables using Finite Element Machine for Regression

    Article • November 2022, Authorea, Inc.

    Leandro Aparecido Passos

  9. Multiclass Oversampling via Optimum-Path Forest for Tree Species Classification from Street-view Perspectives

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Leandro Aparecido Passos

  10. PL-k NN: A Parameterless Nearest Neighbors Classifier

    Article • June 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Leandro Aparecido Passos

  11. Handling imbalanced datasets through Optimum-Path Forest

    Article • Knowledge-Based Systems, April 2022, Elsevier

    Leandro Aparecido Passos

  12. Intelligent IoT Security Monitoring based on Fuzzy Optimum-Path Forest Classifier

    Article • March 2022, Research Square

    Leandro Aparecido Passos

  13. A Comprehensive Study Among Distance Measures on Supervised Optimum-Path Forest Classification

    Article • SSRN Electronic Journal, January 2022, Elsevier

    Leandro Aparecido Passos

  14. Multimodal Audio-Visual Information Fusion Using Canonical-Correlated Graph Neural Network for Energy-Efficient Speech Enhancement

    Article • SSRN Electronic Journal, January 2022, Elsevier

    Leandro Aparecido Passos

  15. Detecting atherosclerotic plaque calcifications of the carotid artery through optimum-path forest

    Article • January 2022, Elsevier

    Leandro Aparecido Passos

  16. An End-to-End Approach for Seam Carving Detection Using Deep Neural Networks

    Article • January 2022, Springer Science + Business Media

    Leandro Aparecido Passos

  17. MaxDropoutV2: An Improved Method to Drop Out Neurons in Convolutional Neural Networks

    Article • January 2022, Springer Science + Business Media

    Leandro Aparecido Passos

  18. Reinforcing learning in Deep Belief Networks through nature-inspired optimization

    Article • Applied Soft Computing, September 2021, Elsevier

    Leandro Aparecido Passos

  19. DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification

    Article • July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Leandro Aparecido Passos

  20. Computer-assisted Parkinson's disease diagnosis using fuzzy optimum- path forest and Restricted Boltzmann Machines

    Article • Computers in Biology and Medicine, April 2021, Elsevier

    Professor PLACIDO ROGERIO PINHEIRO, Leandro Aparecido Passos

  21. Normalizing images is good to improve computer-assisted COVID-19 diagnosis

    Article • January 2021, Elsevier

    Leandro Aparecido Passos

  22. Enhancing Hyper-to-Real Space Projections Through Euclidean Norm Meta-heuristic Optimization

    Article • January 2021, Springer Science + Business Media

    Leandro Aparecido Passos

  23. A metaheuristic-driven approach to fine-tune Deep Boltzmann Machines

    Article • Applied Soft Computing, December 2020, Elsevier

    Leandro Aparecido Passos

  24. A Novel Approach for Optimum-Path Forest Classification Using Fuzzy Logic

    Article • IEEE Transactions on Fuzzy Systems, December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Leandro Aparecido Passos

  25. A critical literature survey and prospects on tampering and anomaly detection in image data

    Article • Applied Soft Computing, December 2020, Elsevier

    Leandro Aparecido Passos

  26. Harnessing Particle Swarm optimization Through Relativistic Velocity

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Leandro Aparecido Passos

  27. O^2PF: Oversampling via Optimum-Path Forest for Breast Cancer Detection

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Leandro Aparecido Passos

  28. Fine-tuning restricted Boltzmann machines using quaternion-based flower pollination algorithm

    Article • January 2020, Elsevier

    Leandro Aparecido Passos

  29. On the Assessment of Nature-Inspired Meta-Heuristic Optimization Techniques to Fine-Tune Deep Belief Networks

    Article • January 2020, Springer Science + Business Media

    Leandro Aparecido Passos

  30. Evolving Long Short-Term Memory Networks

    Article • January 2020, Springer Science + Business Media

    Leandro Aparecido Passos

  31. A Layer-Wise Information Reinforcement Approach to Improve Learning in Deep Belief Networks

    Article • January 2020, Springer Science + Business Media

    Leandro Aparecido Passos

  32. Intestinal Parasites Classification Using Deep Belief Networks

    Article • January 2020, Springer Science + Business Media

    Leandro Aparecido Passos

  33. A Novel Siamese-Based Approach for Scene Change Detection With Applications to Obstructed Routes in Hazardous Environments

    Article • IEEE Intelligent Systems, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Leandro Aparecido Passos

  34. On the Training Algorithms for Restricted Boltzmann Machines

    Article • October 2019, Comissao Especial de Informatica na Educacao

    Leandro Aparecido Passos

  35. Adaptive Improved Flower Pollination Algorithm for Global Optimization

    Article • September 2019, Springer Science + Business Media

    Leandro Aparecido Passos

  36. κ-Entropy Based Restricted Boltzmann Machines

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

    Leandro Aparecido Passos

  37. Quaternion-Based Backtracking Search Optimization Algorithm

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Leandro Aparecido Passos

  38. Intelligent Network Security Monitoring Based on Optimum-Path Forest Clustering

    Article • IEEE Network, March 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Joel J. P. C. Rodrigues, Leandro Aparecido Passos

  39. Barrett’s esophagus analysis using infinity Restricted Boltzmann Machines

    Article • Journal of Visual Communication and Image Representation, February 2019, Elsevier

    Leandro Aparecido Passos

  40. Exudate detection in fundus images using deeply-learnable features

    Article • Computers in Biology and Medicine, January 2019, Elsevier

    Leandro Aparecido Passos

  41. A Hybrid Approach for Breast Mass Categorization

    Article • January 2019, Springer Science + Business Media

    Leandro Aparecido Passos

  42. JADE-Based Feature Selection for Non-technical Losses Detection

    Article • January 2019, Springer Science + Business Media

    Leandro Aparecido Passos

  43. Enhancing Brain Storm Optimization Through Optimum-Path Forest

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

    Leandro Aparecido Passos

  44. Fine Tuning Deep Boltzmann Machines Through Meta-Heuristic Approaches

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

    Leandro Aparecido Passos

  45. Parkinson Disease Identification Using Residual Networks and Optimum-Path Forest

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

    Leandro Aparecido Passos

  46. Fine-Tuning Infinity Restricted Boltzmann Machines

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

    Leandro Aparecido Passos

  47. Temperature-Based Deep Boltzmann Machines

    Article • Neural Processing Letters, September 2017, Springer Science + Business Media

    Leandro Aparecido Passos

  48. Deep Boltzmann Machines Using Adaptive Temperatures

    Article • January 2017, Springer Science + Business Media

    Leandro Aparecido Passos

  49. Parkinson’s Disease Identification Using Restricted Boltzmann Machines

    Article • January 2017, Springer Science + Business Media

    Leandro Aparecido Passos

  50. Unsupervised non-technical losses identification through optimum-path forest

    Article • Electric Power Systems Research, November 2016, Elsevier

    Leandro Aparecido Passos

  51. Learning Parameters in Deep Belief Networks Through Firefly Algorithm

    Article • January 2016, Springer Science + Business Media

    Leandro Aparecido Passos

  52. Unsupervised Breast Masses Classification through Optimum-Path Forest

    Article • June 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Leandro Aparecido Passos

  53. On the Training of Artificial Neural Networks with Radial Basis Function Using Optimum-Path Forest Clustering

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

    Professor João Manuel R.S. Tavares, Leandro Aparecido Passos