Stephen Makonin

Cited by

	All	Since 2019
Citations	2746	2065
h-index	23	22
i10-index	37	30

460

230

115

345

20122013201420152016201720182019202020212022202320247 18 60 89 128 130 202 273 425 418 449 411 85

Public access

View all

12 articles

1 article

available

not available

Based on funding mandates

Co-authors

Ivan BajicProfessor of Engineering Science, Simon Fraser UniversityVerified email at ensc.sfu.ca
Fred PopowichProfessor of Computing Science, Simon Fraser UniversityVerified email at sfu.ca
Lyn BartramProfessor, School of Interactive Arts + Technology, Simon Fraser UniversityVerified email at sfu.ca
Christoph KlemenjakResearch Assistant @ University of KlagenfurtVerified email at ieee.org
Alon HarellPhD Student, Simon Fraser UniversityVerified email at sfu.ca
Wilfried ElmenreichProfessor of Smart Grids, University of KlagenfurtVerified email at aau.at
Bradley EllertVerified email at uleth.ca
Md. Zulfiquar Ali BhottoHealthcare Systems R&A Inc.Verified email at sfu.ca
Angshul MajumdarProfessor, TCG CRESTVerified email at iiitd.ac.in
Z. Jane WangProfessor of Electrical and Computer Engineering Dept., University of British Columbia, CanadaVerified email at ece.ubc.ca
Jethro BrowellUniversity of GlasgowVerified email at glasgow.ac.uk
Mostafa FarrokhabadiAssistant Professor, University of CalgaryVerified email at uwaterloo.ca
Wencong SuProfessor and Chair, University of Michigan - DearbornVerified email at umich.edu
Alejandro Rodriguez-SilvaSimon Fraser UniversityVerified email at sfu.ca
Megha GaurIIIT DelhiVerified email at iiitd.ac.in
Roger Alex ClappProfessor of Geography, Simon Fraser University, retiredVerified email at sfu.ca
Andreas ReinhardtTU ClausthalVerified email at tu-clausthal.de
Lucas PereiraITI, LARSyS, Instituto Superior Técnico, Universidade de LisboaVerified email at tecnico.ulisboa.pt
Mario BergésProfessor, Civil and Environmental Engineering Department, Carnegie Mellon UniversityVerified email at cmu.edu
Wolfgang StuerzlingerSchool of Interactive Arts + Technology (SIAT), Simon Fraser UniversityVerified email at sfu.ca

Stephen Makonin

Adjunct Professor of Engineering Science, Simon Fraser University

Verified email at sfu.ca - Homepage

Computational Sustainability Machine Learning Data Science Software Engineering


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
AMPds: A public dataset for load disaggregation and eco-feedback research S Makonin, F Popowich, L Bartram, B Gill, IV Bajic Electrical Power & Energy Conference (EPEC), 2013 IEEE, 1-6, 2013	415	2013
Exploiting HMM Sparsity to Perform Online Real-Time Nonintrusive Load Monitoring S Makonin, F Popowich, IV Bajic, B Gill, L Bartram IEEE Transactions on Smart Grid 7 (6), 2575-2585, 2016	403	2016
Electricity, water, and natural gas consumption of a residential house in Canada from 2012 to 2014 S Makonin, B Ellert, IV Bajic, F Popowich Scientific Data 3 (160037), 1-12, 2016	307	2016
Nonintrusive load monitoring (NILM) performance evaluation S Makonin, F Popowich Energy Efficiency 8 (4), 809-814, 2015	231	2015
WaveNILM: A Causal Neural Network for Power Disaggregation from the Complex Power Signal A Harell, S Makonin, IV Bajic The 44th International Conference on Acoustics, Speech, and Signal …, 2019	126	2019
Load Disaggregation Based on Aided Linear Integer Programming MZA Bhotto, S Makonin, I Bajic IEEE Transactions on Circuits and Systems II: Express Briefs 64 (7), 792-796, 2017	117	2017
RAE: The Rainforest Automation Energy Dataset for Smart Grid Meter Data Analysis S Makonin, ZJ Wang, C Tumpach MDPI Data 3 (1), 1-9, 2018	91	2018
A Smarter Smart Home: Case Studies of Ambient Intelligence S Makonin, L Bartram, F Popowich Pervasive Computing, IEEE 12 (1), 58-66, 2013	89	2013
Residential power forecasting using load identification and graph spectral clustering C Dinesh, S Makonin, IV Bajić IEEE Transactions on Circuits and Systems II: Express Briefs 66 (11), 1900-1904, 2019	65	2019
Towards Comparability in Non-Intrusive Load Monitoring: On Data and Performance Evaluation C Klemenjak, S Makonin, W Elmenreich The 11th Conference on Innovative Smart Grid Technologies (ISGT), 5, 2020	60	2020
The cognitive power meter: Looking beyond the smart meter S Makonin, F Popowich, B Gill Electrical and Computer Engineering (CCECE), 2013 26th Annual IEEE Canadian …, 2013	58	2013
HUE: The Hourly Usage of Energy Dataset for Buildings in British Columbia S Makonin Data in Brief 23, 1-4, 2019	52	2019
Performance evaluation of techniques for identifying abnormal energy consumption in buildings M Gaur, S Makonin, IV Bajic, A Majumdar IEEE Access 7, 62721-62733, 2019	51	2019
Efficient Sparse Matrix Processing for Nonintrusive Load Monitoring (NILM) S Makonin, IV Bajic, F Popowich 2nd International Workshop on Non-Intrusive Load Monitoring, 2014	50	2014
TraceGAN: Synthesizing appliance power signatures using generative adversarial networks A Harell, R Jones, S Makonin, IV Bajić IEEE Transactions on Smart Grid 12 (5), 4553-4563, 2021	46*	2021
Real-time embedded low-frequency load disaggregation S Makonin Simon Fraser University, School of Computing Science, 2014	40	2014
Electricity consumption data sets: Pitfalls and opportunities C Klemenjak, A Reinhardt, L Pereira, S Makonin, M Bergés, ... Proceedings of the 6th ACM international conference on systems for energy …, 2019	38	2019
Mixed-Initiative for Big Data: The Intersection of Human + Visual Analytics + Prediction S Makonin, D McVeigh, W Stuerzlinger, K Tran, F Popowich 2016 49th Hawaii International Conference on System Sciences (HICSS), 1427-1436, 2016	37	2016
Visual C++ 5.0 Developer's Guide D Bennett, S Makonin, VW Mayfield, T Neustaedter, MR Wrenn Sams Publishing, 1997	34	1997
Investigating the Switch Continuity Principle Assumed in Non-Intrusive Load Monitoring (NILM) S Makonin IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), 2016	32	2016

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors