Diego Cabrera

Politecnica Salesiana University

Papers

7

Total Citations

161

H-Index

6

About

No biography available yet.

Research Focus

Artificial intelligence7 · 161 citations
Computer science7 · 161 citations
Generative grammar6 · 159 citations
Machine learning4 · 119 citations
Adversarial system4 · 114 citations
Pattern recognition (psychology)3 · 100 citations
Data mining3 · 100 citations
Fault (geology)3 · 96 citations
Class (philosophy)2 · 73 citations
Mathematics3 · 67 citations
Fault detection and isolation1 · 55 citations
Anomaly detection1 · 55 citations

Key Achievements

6
H-Index
7
Papers
161
Total Citations
23
Avg Citations/Paper
🏆 Most Cited Paper
A One-Class Generative Adversarial Detection Framework for Multifunctional Fault Diagnoses
55 citations · 2021
📈 Most Prolific Year: 2023 (2 Papers)
🤝 Key Collaborators: 11
🏛 Institutions: Politecnica Salesiana University

Top Papers

  1. 1
    A One-Class Generative Adversarial Detection Framework for Multifunctional Fault Diagnoses
    55 citations · 2021
  2. 2
    VGAN: Generalizing MSE GAN and WGAN-GP for Robot Fault Diagnosis
    23 citations · 2022
  3. 3
    Sliced Wasserstein cycle consistency generative adversarial networks for fault data augmentation of an industrial robot
    22 citations · 2023
  4. 4
    Exploiting Generative Adversarial Networks as an Oversampling Method for Fault Diagnosis of an Industrial Robotic Manipulator
    22 citations · 2020
  5. 5
    Generative adversarial one-shot diagnosis of transmission faults for industrial robots
    19 citations · 2023
  6. 6
    Incrementally Generative Adversarial Diagnostics Using Few-Shot Enabled One-Class Learning
    18 citations · 2024
  7. 7
    Balance of a hexapod in real time using a FPGA
    2 citations · 2015

Key Collaborators

ZPZiqiang Pu4 shared papersYBYun Bai3 shared papersJVJosé Valente de Oliveira3 shared papersCLChuan Li3 shared papersZPZiqiang Pu2 shared papersLYLijuan Yan1 shared papersJPJuan P. Torres1 shared papersCRChristian R. Jimenes1 shared papersMCMariela Cerrada1 shared papersLMLuis M. Aguilar1 shared papersRSRené–Vinicio Sánchez1 shared papers
Not generated yet