Diego R. Faria

Aston University, University of Coimbra, Institute for Systems Engineering and Computers, University of Hertfordshire, Loughborough University

Papers

33

Total Citations

1,327

H-Index

18

About

No biography available yet.

Research Focus

Artificial intelligence32 · 1,323 citations
Computer science32 · 1,323 citations
Machine learning17 · 1,050 citations
Pattern recognition (psychology)15 · 991 citations
Computer vision9 · 828 citations
Object (grammar)7 · 739 citations
Mathematics5 · 700 citations
Transfer of learning2 · 648 citations
Image (mathematics)2 · 632 citations
Deep learning3 · 627 citations
Convolutional neural network2 · 614 citations
Cognitive neuroscience of visual object recognition1 · 607 citations

Key Achievements

18
H-Index
33
Papers
1,327
Total Citations
40
Avg Citations/Paper
🏆 Most Cited Paper
A Study on CNN Transfer Learning for Image Classification
607 citations · 2018
📈 Most Prolific Year: 2021 (5 Papers)
🤝 Key Collaborators: 49
🏛 Institutions: Aston University, University of Coimbra, Institute for Systems Engineering and Computers, University of Hertfordshire, Loughborough University

Top Papers

  1. 1
    A Study on CNN Transfer Learning for Image Classification
    607 citations · 2018
  2. 2
    A probabilistic approach for human everyday activities recognition using body motion from RGB-D images
    85 citations · 2014
  3. 3
    Synthetic Biological Signals Machine-Generated by GPT-2 Improve the Classification of EEG and EMG Through Data Augmentation
    66 citations · 2021
  4. 4
    Extracting data from human manipulation of objects towards improving autonomous robotic grasping
    52 citations · 2011
  5. 5
    Affective facial expressions recognition for human-robot interaction
    45 citations · 2017
  6. 6
    Thumbs up, thumbs down: non-verbal human-robot interaction through real-time EMG classification via inductive and supervised transductive transfer learning
    41 citations · 2020
  7. 7
    Dynamic Bayesian network for semantic place classification in mobile robotics
    37 citations · 2016
  8. 8
    Probabilistic human daily activity recognition towards robot-assisted living
    36 citations · 2015
  9. 9
    Social activity recognition based on probabilistic merging of skeleton features with proximity priors from RGB-D data
    33 citations · 2016
  10. 10
    A graph neural network to model disruption in human-aware robot navigation
    28 citations · 2021

Key Collaborators

CPCristiano Premebida8 shared papersJDJorge Dias6 shared papersUNUrbano Nunes6 shared papersJJJordan J. Bird6 shared papersAIAbraham Itzhak Weinberg5 shared papersAEAnikó Ekárt4 shared papersCCClaudio Coppola3 shared papersRMRicardo Martins3 shared papersNBNicola Bellotto3 shared papersLJLuis J. Manso2 shared papersMPMichael Pritchard2 shared papersFSFrancisco Souza2 shared papersJLJorge Lobo2 shared papersPBPilar Bachiller2 shared papersSCSerhan Coşar2 shared papersYKYingyi Kuang2 shared papersPBPablo Bustos2 shared papersEPEduardo Parente Ribeiro2 shared papersPPPedro Paulo da Silva Ayrosa2 shared papersRRRonit R. Jorvekar2 shared papers
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