Rafael Menelau Oliveira e Cruz, École de technologie supérieure

Research

Concept drift Data streams Dynamic ensemble selection Ensemble of classifiers Machine learning Multiple classifier systems Multi-view learning Online-learning

Latest funding

Multi-view learning for expressive speech-driven 3D facial animation
NSERC · 2023 · Principal investigator
$47,602
Dynamic ensemble selection for data streams and multi-view learning
NSERC · 2021 · Principal investigator
$116,000
Dynamic ensemble selection for data streams and multi-view learning
NSERC · 2021 · Principal investigator
$12,500

All 3 grants and awards

Multi-view learning for expressive speech-driven 3D facial animation

Principal investigatorNSERC2023Alliance Grants

Principal investigators: Menelau Oliveira e Cruz, Rafael R

Keywords: 3d facial animation; 3d reconstruction; artificial intelligence; computer vision; deep generative models; deep learning; multiview learning; speech driven animation; video games

$47,602

Dynamic ensemble selection for data streams and multi-view learning

Principal investigatorNSERC2021Discovery Grants Program - Individual

Principal investigators: Menelau Oliveira e Cruz, Rafael

Keywords: ensemble of classifiers; dynamic ensemble selection; data streams; online-learning; concept drift; multi-view learning; multiple classifier systems; pattern recognition; machine learning

$116,000

Dynamic ensemble selection for data streams and multi-view learning

Principal investigatorNSERC2021Discovery Launch Supplement

Principal investigators: Menelau Oliveira e Cruz, Rafael

$12,500

From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.

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Applying for

Mention their NSERC grant from 2023

Subject: Prospective PhD student: Concept drift Dear Professor Menelau Oliveira e Cruz, My name is [your name], and I am a [your current degree or role] at [your institution]. I am applying for a PhD position starting in [term and year]. Your research on concept drift connects closely to my own work on [your research topic]. [One or two sentences on what you did and what you learned.] I also saw your NSERC-funded project "Multi-view learning for expressive speech-driven 3D facial animation" (2023), and I would be glad to contribute to work in that direction. Are you accepting new PhD students for [term and year]? I have attached my CV and transcripts, and I would be glad to talk at a time that suits you. Thank you for your time. Kind regards, [your name]