Samira Sadaoui, University of Regina

Research

Adaptive Learning Concept Drift Characteristics Concept Drift Detection Cost-sensitive Neural Networks Deep Learning Dynamic Imbalanced Data Stream Fraud Detection Incremental Feature Learning

Latest funding

Adaptive Feature Learning for Drifting and Dynamic Imbalanced Data Stream
NSERC · 2023 · Principal investigator
$72,000
Adaptive Detection of Shill Bidding and Multi-Objective Winner Determination
NSERC · 2018 · Principal investigator
$115,000
Real-time online auctioning of electricity based on integration services
NSERC · 2016 · Principal investigator
$25,000

All 7 grants and awards

Adaptive Feature Learning for Drifting and Dynamic Imbalanced Data Stream

Principal investigatorNSERC2023Discovery Grants Program - Individual

Principal investigators: Sadaoui, Samira

Keywords: non-stationary learning; concept drift detection; concept drift characteristics; incremental feature learning; adaptive learning; cost-sensitive neural networks; dynamic imbalanced data stream; fraud detection; deep learning

$72,000

Adaptive Detection of Shill Bidding and Multi-Objective Winner Determination

Principal investigatorNSERC2018Discovery Grants Program - Individual

Principal investigators: Sadaoui, Samira

$115,000

Real-time online auctioning of electricity based on integration services

Principal investigatorNSERC2016Engage Grants Program

Principal investigators: Sadaoui, Samira

$25,000

Adaptive and Incremental Auction Fraud Detection and Combinatorial Auction Winner Determination

Principal investigatorNSERC2016Discovery Development Grant

Principal investigators: Sadaoui, Samira

$20,000

Trust management and matchmaking system for multi-attribute reverse auctions

Principal investigatorNSERC2010Discovery Grants Program - Individual

Principal investigators: Sadaoui, Samira

$100,000

Formal methods for real applications, component validation and code generation

Principal investigatorNSERC2005Discovery Grants Program - Individual

Principal investigators: Sadaoui, Samira

$60,000

Computer server for constraint processing, formal methods and network coding

Co-investigatorNSERC2005Research Tools and Instruments - Category 1 (<$150,000)

Principal investigators: Mouhoub, Malek

$17,061

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: Adaptive Learning Dear Professor Sadaoui, 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 adaptive learning 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 "Adaptive Feature Learning for Drifting and Dynamic Imbalanced Data Stream" (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]