Stephen Makonin

Orcid: 0000-0002-7818-8301

According to our database1, Stephen Makonin authored at least 35 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Enhancing Object Detection in Dense Images: Adjustable Non-Maximum Suppression for Single-Class Detection.
IEEE Access, 2024

Impact of Level 2 EV Charging on Phase Unbalance in Distribution Networks.
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
Designing PIDs for Reproducible Science Using Time-Series Data.
Proceedings of the Metadata and Semantic Research - 16th Research Conference, 2022

2021
AMPds2: The Almanac of Minutely Power dataset (Version 2).
Dataset, November, 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

A Nonintrusive Load Monitoring Based on Multi-Target Regression Approach.
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

Residential Power Forecasting Based on Affinity Aggregation Spectral Clustering.
IEEE Access, 2020

Stop: Exploring Bayesian Surprise to Better Train NILM.
Proceedings of the NILM '20, 2020

Compressive Non-Intrusive Load Monitoring.
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

Electricity Consumption Data Sets: Pitfalls and Opportunities.
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

CarbonKit: Designing A Personal Carbon Tracking Platform.
Proceedings of the Fourth International Workshop on Social Sensing, 2019

2018
RAE: The Rainforest Automation Energy Dataset for Smart Grid Meter Data Analysis.
Data, 2018

2017
Load Disaggregation Based on Aided Linear Integer Programming.
IEEE Trans. Circuits Syst. II Express Briefs, 2017

Incorporating time-of-day usage patterns into non-intrusive load monitoring.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2016
Exploiting HMM Sparsity to Perform Online Real-Time Nonintrusive Load Monitoring.
IEEE Trans. Smart Grid, 2016

CarbonKit: a technological platform for personal carbon tracking.
CoRR, 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
The Affect of Lifestyle Factors on Eco-Visualization Design.
CoRR, 2014

A Consumer Bill of Rights for Energy Conservation.
Proceedings of the 2014 IEEE Canada International Humanitarian Technology Conference, 2014

Transmitting patient vitals over a reliable ZigBee mesh network.
Proceedings of the 2014 IEEE Canada International Humanitarian Technology Conference, 2014

2013
A Smarter Smart Home: Case Studies of Ambient Intelligence.
IEEE Pervasive Comput., 2013

The cognitive power meter: Looking beyond the smart meter.
Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013

2011
Elements of Consumption: An Abstract Visualization of Household Consumption.
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


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