Stephen Makonin

40 papers C 1Misc 1Journal 23Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive Integration of Steady-State Change Features for Enhanced Multi-Label Energy Disaggregation. IEEE Access Bundit Buddhahai, Tuan Anh Tran, Waranyu Wongseree, Stephen Makonin
2024	J	`jnl`	Enhancing Object Detection in Dense Images: Adjustable Non-Maximum Suppression for Single-Class Detection. IEEE Access Kyeongmi Noh, Seul Ki Hong, Stephen Makonin, Yongkeun Lee
2024	—	`conf`	Impact of Level 2 EV Charging on Phase Unbalance in Distribution Networks. ISGT Isla Ziyat, Alia Gola, Patrick R. Palmer, Stephen Makonin, Fred Popowich
2023	J	`jnl`	EV Charging Profiles and Waveforms Dataset (EV-CPW) and Associated Power Quality Analysis. IEEE Access Isla Ziyat, Alia Gola, Patrick R. Palmer, Stephen Makonin, Fred Popowich
2022	—	`conf`	Designing PIDs for Reproducible Science Using Time-Series Data. MTSR Wen Ting Maria Tu, Stephen Makonin
2022	J	`jnl`	Designing PIDs for Reproducible Science Using Time-Series Data. CoRR Wen Ting Maria Tu, Stephen Makonin
2021	J	`jnl`	A Nonintrusive Load Monitoring Based on Multi-Target Regression Approach. IEEE Access Bundit Buddhahai, Stephen Makonin
2021	J	`jnl`	Investigating the performance gap between testing on real and denoised aggregates in non-intrusive load monitoring. Energy Inform. Christoph Klemenjak, Stephen Makonin, Wilfried Elmenreich
2021	J	`jnl`	TraceGAN: Synthesizing Appliance Power Signatures Using Generative Adversarial Networks. IEEE Trans. Smart Grid Alon Harell, Richard Jones, Stephen Makonin, Ivan V. Bajic
2020	—	`conf`	Compressive Non-Intrusive Load Monitoring. BuildSys Shikha Singh, Angshul Majumdar, Stephen Makonin
2020	J	`jnl`	Exploring Bayesian Surprise to Prevent Overfitting and to Predict Model Performance in Non-Intrusive Load Monitoring. CoRR Richard Jones, Christoph Klemenjak, Stephen Makonin, Ivan V. Bajic
2020	—	`conf`	Increasing the Accuracy and Speed of Universal Non-Intrusive Load Monitoring (UNILM) Using a Novel Real- Time Steady-State Block Filter. ISGT Richard Jones, Alejandro Rodriguez-Silva, Stephen Makonin
2020	J	`jnl`	Investigating the Performance Gap between Testing on Real and Denoised Aggregates in Non-Intrusive Load Monitoring. CoRR Christoph Klemenjak, Stephen Makonin, Wilfried Elmenreich
2020	J	`jnl`	PowerGAN: Synthesizing Appliance Power Signatures Using Generative Adversarial Networks. CoRR Alon Harell, Richard Jones, Stephen Makonin, Ivan V. Bajic
2020	J	`jnl`	Residential Power Forecasting Based on Affinity Aggregation Spectral Clustering. IEEE Access Chinthaka Dinesh, Stephen Makonin, Ivan V. Bajic
2020	—	`conf`	Stop: Exploring Bayesian Surprise to Better Train NILM. NILM@SenSys Richard Jones, Christoph Klemenjak, Stephen Makonin, Ivan V. Bajic
2020	—	`conf`	Towards Comparability in Non-Intrusive Load Monitoring: On Data and Performance Evaluation. ISGT Christoph Klemenjak, Stephen Makonin, Wilfried Elmenreich
2020	J	`jnl`	Towards Comparability in Non-Intrusive Load Monitoring: On Data and Performance Evaluation. CoRR Christoph Klemenjak, Stephen Makonin, Wilfried Elmenreich
2019	—	`conf`	CarbonKit: Designing A Personal Carbon Tracking Platform. SocialSens@CPSIoTWeek Laura Guzman Flores, Stephen Makonin, Roger Alex Clapp
2019	—	`conf`	Electricity Consumption Data Sets: Pitfalls and Opportunities. BuildSys Christoph Klemenjak, Andreas Reinhardt, Lucas Pereira, Stephen Makonin, Mario Bergés, Wilfried Elmenreich
2019	J	`jnl`	On Metrics to Assess the Transferability of Machine Learning Models in Non-Intrusive Load Monitoring. CoRR Christoph Klemenjak, Anthony Faustine, Stephen Makonin, Wilfried Elmenreich
2019	J	`jnl`	Performance Evaluation of Techniques for Identifying Abnormal Energy Consumption in Buildings. IEEE Access Megha Gaur, Stephen Makonin, Ivan V. Bajic, Angshul Majumdar
2019	J	`jnl`	Residential Power Forecasting Using Load Identification and Graph Spectral Clustering. IEEE Trans. Circuits Syst. II Express Briefs Chinthaka Dinesh, Stephen Makonin, Ivan V. Bajic
2019	Misc	`conf`	Wavenilm: A Causal Neural Network for Power Disaggregation from the Complex Power Signal. ICASSP Alon Harell, Stephen Makonin, Ivan V. Bajic
2018	J	`jnl`	RAE: The Rainforest Automation Energy Dataset for Smart Grid Meter Data Analysis. Data Stephen Makonin, Z. Jane Wang, Chris Tumpach
2017	—	`conf`	Incorporating time-of-day usage patterns into non-intrusive load monitoring. GlobalSIP Chinthaka Dinesh, Stephen Makonin, Ivan V. Bajic
2017	J	`jnl`	Load Disaggregation Based on Aided Linear Integer Programming. IEEE Trans. Circuits Syst. II Express Briefs Md. Zulfiquar Ali Bhotto, Stephen Makonin, Ivan V. Bajic
2017	J	`jnl`	RAE: The Rainforest Automation Energy Dataset for Smart Grid Meter Data Analysis. CoRR Stephen Makonin, Z. Jane Wang, Chris Tumpach
2016	J	`jnl`	CarbonKit: a technological platform for personal carbon tracking. CoRR Laura Guzman Flores, Stephen Makonin, Roger Alex Clapp
2016	J	`jnl`	Exploiting HMM Sparsity to Perform Online Real-Time Nonintrusive Load Monitoring. IEEE Trans. Smart Grid Stephen Makonin, Fred Popowich, Ivan V. Bajic, Bob Gill, Lyn Bartram
2016	—	`conf`	Investigating the switch continuity principle assumed in Non-Intrusive Load Monitoring (NILM). CCECE Stephen Makonin
2016	J	`jnl`	Load Disaggregation Based on Aided Linear Integer Programming. CoRR Md. Zulfiquar Ali Bhotto, Stephen Makonin, Ivan V. Bajic
2016	—	`conf`	Mixed-Initiative for Big Data: The Intersection of Human + Visual Analytics + Prediction. HICSS Stephen Makonin, Daniel McVeigh, Wolfgang Stuerzlinger, Khoa Tran, Fred Popowich
2014	—	`conf`	A Consumer Bill of Rights for Energy Conservation. IHTC Stephen Makonin, Laura Guzman Flores, Robyn Gill, Roger Alex Clapp, Lyn Bartram, Bob Gill
2014	J	`jnl`	The Affect of Lifestyle Factors on Eco-Visualization Design. CoRR Stephen Makonin, Maryam H. Kashani, Lyn Bartram
2014	—	`conf`	Transmitting patient vitals over a reliable ZigBee mesh network. IHTC Reza Filsoof, Alison Bodine, Bob Gill, Stephen Makonin, Robert Nicholson
2013	J	`jnl`	A Smarter Smart Home: Case Studies of Ambient Intelligence. IEEE Pervasive Comput. Stephen Makonin, Lyn Bartram, Fred Popowich
2013	—	`conf`	The cognitive power meter: Looking beyond the smart meter. CCECE Stephen Makonin, Fred Popowich, Bob Gill
2011	C	`conf`	An Intelligent Agent for Determining Home Occupancy Using Power Monitors and Light Sensors. ICOST Stephen Makonin, Fred Popowich
2011	—	`conf`	Elements of Consumption: An Abstract Visualization of Household Consumption. Smart Graphics Stephen Makonin, Philippe Pasquier, Lyn Bartram