CISUC

On the regularization parameter selection for sparse code learning in electrical source separation

Authors



Keywords

Sparse Coding Learning, Electrical Signal Disaggregation, NILM, Parameter Regularization

Subject

Non-Intrusive Load Monitoring Systems

Conference

Proc. Intl. Conf. on Adaptive and Natural Computing Algorithms, pp. 277-286, LNCS 7824, April 2013


Cited by

Year 2016 : 4 citations

 Piga, Dario; Cominola, Andrea; Giuliani, Matteo; Castelletti , Andrea; Rizzoli, Emilio, "Sparse Optimization for Automated Energy End Use Disaggregation", IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, Volume 24, Issue: 3, Pages: 1044-1051 .

 Tang, Guoming; Wu, Kui; Lei, Jingsheng; Tang, Jiuyang , "A simple and robust approach to energy disaggregation in the presence of outliers", SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS , Volume 9 Pages 8-19.

 Tang, Guoming, Kui Wu, and Jingsheng Lei. "A Distributed and Scalable Approach to Semi-Intrusive Load Monitoring." IEEE Transactions on Parallel and Distributed Systems 27.6 (2016): 1553-1565.

 Guoming Tanga, Kui Wua, Jingsheng Leib, Jiuyang Tang. A Simple and Robust Approach to Energy Disaggregation in the Presence of Outliers. Sustainable Computing: Informatics and Systems (Available online 16 January 2016). doi:10.1016/j.suscom.2016.01.004

Year 2015 : 3 citations

 Guoming Tang, Kui Wu, Jingsheng Lei. A Distributed and Scalable Approach to Semi-Intrusive Load Monitoring, IEEE Transactions on Parallel and Distributed Systems 01/2015; 27(6). DOI:10.1109/TPDS.2015.2470238

 Oliver Kramer, Thole Klingenberg, Michael Sonnenschein, and Olaf Wilken. "Non-intrusive appliance load monitoring with bagging classifiers", Logic Jnl IGPL (Available online April 2, 2015)(doi:10.1093/jigpal/jzv016)

 DARIO PIGA, ANDREA COMINOLA, MATTEO GIULIANI, ANDREA CASTELLETTI, ANDREA EMILIO
RIZZOL. A CONVEX OPTIMIZATION APPROACH FOR AUTOMATED WATER AND ENERGY END USE DISAGGREGATION. E-proceedings of the 36th IAHR World Congress, 2015.

Year 2014 : 1 citations

 G. Tang, K. Wu, J. Lei, "Semi-Intrusive Load Monitoring for Large-Scale Appliances," International Workshop on Non-Intrusive Load Monitoring (NILM 2014), Austin, TX, USA, Jun. 2014