Talks
Conference Presentation
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Real-Life Application of Data-Driven Maintenance Services
A. Faustine, Chris Judge, Dermot, Murphy
IMR webinar series (2022) video -
Leveraging Machine learning for Sustainable and Self-sufficient Energy Communities
A. Faustine, L. Pereira, D. Ngondya, L. Benabbou
NeurIPS 2020 Workshop Tackling Climate Change with Machine Learning (2021) slides link video -
UNet-NILM A Deep Neural Network for Multi-tasks Appliances State Detection and Power Estimation in NILM
A. Faustine, L. Pereira H, Bousbiat and S. Kulkarni
5th International Workshop on Non-Intrusive Load Monitoring (co-located with ACM BuildSys 2020 and jointly organized with the EU NILM Workshop) (2020) slides link video -
Improved Appliance Classification in NILM using Recurrence Plots and Convolutional Neural Networks
A. Faustine, D .Deschrijver and T. Dhaene
EU NILM Workshop, Thessaloniki, Greece (2019) slides link video -
Convolutional Neural Network for Appliance Classification in NILM
A. Faustine
Data Science Africa, Arusha, Tanzania (2017) slides link video
Invited Talks and Workshop
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Powering the Future Leveraing AI for Intelligent Power System
A. Faustine
Guest Lecture, National University of Galway Ireland (2023) link -
Real-Life Application of Data-Driven Maintenance Services
A. Faustine
Guest Lecture, National University of Galway Ireland (2022) link -
You, Your Research and Beyond.
A. Faustine
Guest Lecture, University of Dodoma-CIVE (2021) slides -
The W4H of AI for Public Good
A. Faustine
Guest Lecture, University of Dodoma-CIVE (2021) slides -
Deep Neural Networks (DNN) with Energy-Based Learning
A. Faustine
CeADAR Technical Talk (2020) slides link video -
Machine Learning for Energy Disaggregation
A. Faustine
CeADAR Technical Talk (2020) slides link video -
Strategies for Structuring Machine Learning Project
A. Faustine
Parrotai Bootcamp CIVE (2018) slides -
Deep Neural Networks for Sequence Models
A. Faustine
Parrotai Bootcamp CIVE (2018) slides -
Machine Learning Fundamentals
A. Faustine
IndabaX Summer School Tanzania (2017) slides -
Foundations of Deep Neural Networks
A. Faustine
IndabaX Summer School Tanzania (2017) slides -
Deep Learning For Computer Vision
A. Faustine
IndabaX Summer School Tanzania (2017) slides