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Wilfried Elmenreich

◀ ▶ joint publications with Christoph Klemenjak

> Home > Persons > Wilfried Elmenreich

Publications

2023
[j36]
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  - journals/tii/BousbiatFKPE23
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  - https://dblp.org/rec/journals/tii/BousbiatFKPE23
Hafsa Bousbiat, Anthony Faustine, Christoph Klemenjak, Lucas Pereira, Wilfried Elmenreich:
Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters, and Modular Pipelines. IEEE Trans. Ind. Informatics 19(5): 7002-7010 (2023)
2022
[c70]
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  - conf/icspis/BousbiatKHEAMA22
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Hafsa Bousbiat, Christoph Klemenjak, Yassine Himeur, Wilfried Elmenreich, Abbes Amira, Wathiq Mansoor, Shadi Atalla:
Neural NILM Learning Paradigms: From Centralised to Decentralised Learning. ICSPIS 2022: 138-142
2021
[j31]
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  - journals/eninf/KlemenjakME21
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Christoph Klemenjak, Stephen Makonin, Wilfried Elmenreich:
Investigating the performance gap between testing on real and denoised aggregates in non-intrusive load monitoring. Energy Inform. 4(1) (2021)
2020
[c65]
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  - conf/i2mtc/BousbiatKLE20
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Hafsa Bousbiat, Christoph Klemenjak, Gerhard Leitner, Wilfried Elmenreich:
Augmenting an Assisted Living Lab with Non-Intrusive Load Monitoring. I2MTC 2020: 1-5
[c64]
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  - conf/isgt/KlemenjakME20
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Christoph Klemenjak, Stephen Makonin, Wilfried Elmenreich:
Towards Comparability in Non-Intrusive Load Monitoring: On Data and Performance Evaluation. ISGT 2020: 1-5
[c62]
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  - conf/sensys/BousbiatKE20
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Hafsa Bousbiat, Christoph Klemenjak, Wilfried Elmenreich:
Exploring Time Series Imaging for Load Disaggregation. BuildSys@SenSys 2020: 254-257
[i20]
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  - journals/corr/abs-2001-07708
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Christoph Klemenjak, Stephen Makonin, Wilfried Elmenreich:
Towards Comparability in Non-Intrusive Load Monitoring: On Data and Performance Evaluation. CoRR abs/2001.07708 (2020)
[i19]
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  - journals/corr/abs-2002-05593
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Hafsa Bousbiat, Christoph Klemenjak, Gerhard Leitner, Wilfried Elmenreich:
Augmenting an Assisted Living Lab with Non-Intrusive Load Monitoring. CoRR abs/2002.05593 (2020)
[i17]
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  - journals/corr/abs-2008-10985
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Christoph Klemenjak, Stephen Makonin, Wilfried Elmenreich:
Investigating the Performance Gap between Testing on Real and Denoised Aggregates in Non-Intrusive Load Monitoring. CoRR abs/2008.10985 (2020)
2019
[c61]
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  - conf/sensys/KlemenjakRPMBE19
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Christoph Klemenjak, Andreas Reinhardt, Lucas Pereira, Stephen Makonin, Mario Bergés, Wilfried Elmenreich:
Electricity Consumption Data Sets: Pitfalls and Opportunities. BuildSys@SenSys 2019: 159-162
[i16]
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  - journals/corr/abs-1912-06200
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Christoph Klemenjak, Anthony Faustine, Stephen Makonin, Wilfried Elmenreich:
On Metrics to Assess the Transferability of Machine Learning Models in Non-Intrusive Load Monitoring. CoRR abs/1912.06200 (2019)
2017
[c54]
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  - conf/smartgridcomm/KlemenjakE17
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Christoph Klemenjak, Wilfried Elmenreich:
On the applicability of correlation filters for appliance detection in smart meter readings. SmartGridComm 2017: 171-176
[c53]
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  - conf/wises/KlemenjakE17
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Christoph Klemenjak, Wilfried Elmenreich:
Yay - an open-hardware energy measurement system for feedback and appliance detection based on the arduino platform. WISES 2017: 1-8
2016
[j21]
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  - journals/ife/KlemenjakEE16
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Christoph Klemenjak, Dominik Egarter, Wilfried Elmenreich:
YoMo: the Arduino-based smart metering board. Comput. Sci. Res. Dev. 31(1-2): 97-103 (2016)
2014
[i5]
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  - journals/corr/KlemenjakEE14
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Christoph Klemenjak, Dominik Egarter, Wilfried Elmenreich:
YoMo - The Arduino based Smart Metering Board. CoRR abs/1409.3404 (2014)

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