Inter-seasons and Inter-households Domain Adaptation Based on DANNs and Pseudo Labeling for Non-Intrusive Occupancy Detection
Author:
Affiliation:
1. Graduate School of Science and Engineering, Chuo University
2. Graduate School of Advanced Mathematical Sciences, Meiji University
Publisher
Japanese Society for Artificial Intelligence
Link
https://www.jstage.jst.go.jp/article/tjsai/39/5/39_39-5_E-O41/_pdf
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4. [Beckel 14] Beckel, C., Kleiminger, W., Cicchetti, R., Staake, T., and Santini, S.: The ECO Data Set and the Performance of Non-Intrusive Load Monitoring Algorithms, in Proceedings of the 1st ACM International Conference on Embedded Systems for Energy-Efficient Buildings (BuildSys 2014)., pp. 80–89ACM (2014)
5. [Ben-David 06] Ben-David, S., Blitzer, J., Crammer, K., and Pereira, F.: Analysis of Representations for Domain Adaptation, in Sch ̈olkopf, B., Platt, J., and Hoffman, T. eds., Advances in Neural Information Processing Systems, Vol. 19, MIT Press (2006)
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