Stephen Makonin
Orcid: 0000-0002-7818-8301
According to our database1,
Stephen Makonin
authored at least 34 papers
between 2011 and 2024.
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Bibliography
2024
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2024
2023
EV Charging Profiles and Waveforms Dataset (EV-CPW) and Associated Power Quality Analysis.
IEEE Access, 2023
2022
Proceedings of the Metadata and Semantic Research - 16th Research Conference, 2022
2021
TraceGAN: Synthesizing Appliance Power Signatures Using Generative Adversarial Networks.
IEEE Trans. Smart Grid, 2021
Investigating the performance gap between testing on real and denoised aggregates in non-intrusive load monitoring.
Energy Inform., 2021
IEEE Access, 2021
2020
Exploring Bayesian Surprise to Prevent Overfitting and to Predict Model Performance in Non-Intrusive Load Monitoring.
CoRR, 2020
PowerGAN: Synthesizing Appliance Power Signatures Using Generative Adversarial Networks.
CoRR, 2020
IEEE Access, 2020
Proceedings of the NILM '20, 2020
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020
Towards Comparability in Non-Intrusive Load Monitoring: On Data and Performance Evaluation.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020
Increasing the Accuracy and Speed of Universal Non-Intrusive Load Monitoring (UNILM) Using a Novel Real- Time Steady-State Block Filter.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020
2019
Residential Power Forecasting Using Load Identification and Graph Spectral Clustering.
IEEE Trans. Circuits Syst. II Express Briefs, 2019
On Metrics to Assess the Transferability of Machine Learning Models in Non-Intrusive Load Monitoring.
CoRR, 2019
Performance Evaluation of Techniques for Identifying Abnormal Energy Consumption in Buildings.
IEEE Access, 2019
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019
Wavenilm: A Causal Neural Network for Power Disaggregation from the Complex Power Signal.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the Fourth International Workshop on Social Sensing, 2019
2018
Data, 2018
2017
IEEE Trans. Circuits Syst. II Express Briefs, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
2016
IEEE Trans. Smart Grid, 2016
Mixed-Initiative for Big Data: The Intersection of Human + Visual Analytics + Prediction.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016
Investigating the switch continuity principle assumed in Non-Intrusive Load Monitoring (NILM).
Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016
2014
Proceedings of the 2014 IEEE Canada International Humanitarian Technology Conference, 2014
Proceedings of the 2014 IEEE Canada International Humanitarian Technology Conference, 2014
2013
IEEE Pervasive Comput., 2013
Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013
2011
Proceedings of the Smart Graphics - 11th International Symposium, 2011
An Intelligent Agent for Determining Home Occupancy Using Power Monitors and Light Sensors.
Proceedings of the Toward Useful Services for Elderly and People with Disabilities, 2011