Browse by Author or creator

2024

Jiang, Jiaxin and Stankovic, Vladimir and Stankovic, Lina and Murray, David and Pytharouli, Stella; (2024) Explainable AI for transparent seismic signal classification. In: 2024 IEEE International Geoscience and Remote Sensing Symposium. IEEE International Symposium on Geoscience and Remote Sensing (IGARSS) . IEEE, GRC, pp. 8801-8805. ISBN 9798350360325

Murray, David and Stankovic, Lina and Stankovic, Vladimir; (2024) Siamese unsupervised clustering for removing uncertainty in microseismic signal labelling. In: 2024 IEEE International Geoscience and Remote Sensing Symposium. IEEE International Symposium on Geoscience and Remote Sensing (IGARSS) . IEEE, GRC, pp. 8816-8820. ISBN 9798350360325

Sobot, Tamara and Murray, David and Stankovic, Vladimir and Stankovic, Lina and Shi, Peidong; (2024) An active learning framework for microseismic event detection. In: 2024 IEEE International Geoscience and Remote Sensing Symposium. IEEE International Symposium on Geoscience and Remote Sensing (IGARSS) . IEEE, GRC, pp. 493-497. ISBN 9798350360325

2023

Murray, David and Stankovic, Lina and Pytharouli, Stella and Stankovic, Vladimir (2023) Semi-supervised seismic event detection using Siamese Networks. In: EGU General Assembly 2023, 2023-04-23 - 2023-04-28.

2021

Murray, David and Stankovic, Lina and Stankovic, Vladimir (2021) Transparent AI : explainability of deep learning based load disaggregation. In: The 1st ACM SIGEnergy Workshop of Fair, Accountable, Transparent, and Ethical AI for Smart Environments and Energy Systems, 2021-11-17 - 2021-11-18.

2020

Murray, David and Stankovic, Lina and Stankovic, Vladimir (2020) Explainable NILM Networks. In: 5th International Workshop on Non Intrusive Load Monitoring, 2020-11-18 - 2020-11-18, Virtual.

2019

Murray, David and Stankovic, Lina and Stankovic, Vladimir and Lulic, Srdjan and Sladojevic, Srdjan (2019) Transferability of neural networks approaches for low-rate energy disaggregation. In: 2019 International Conference on Acoustics, Speech, and Signal Processing, 2019-05-12 - 2019-05-17. (In Press)

2018

Murray, D.M. and Stankovic, L. and Stankovic, V. and Espinoza-Orias, N.D. (2018) Appliance electrical consumption modelling at scale using smart meter data. Journal of Cleaner Production, 187. pp. 237-249. ISSN 0959-6526

2017

Murray, David and Stankovic, Lina and Stankovic, Vladimir (2017) An electrical load measurements dataset of United Kingdom households from a two-year longitudinal study. Scientific Data, 4. pp. 1-12. 160122. ISSN 2052-4463

2016

Stankovic, Lina and Stankovic, Vladimir and Murray, David and Liao, Jing (2016) Energy feedback enabled by load disaggregation. In: 1st Energy Feedback Symposium, 2016-07-04 - 2016-07-05, University of Edinburgh.

Murray, D. M. and Liao, J. and Stankovic, L. and Stankovic, V. (2016) Understanding usage patterns of electric kettle and energy saving potential. Applied Energy, 171. pp. 231-242. ISSN 0306-2619

2015

Murray, David and Liao, Jing and Stankovic, Lina and Stankovic, Vladimir (2015) How to make efficient use of kettles : understanding usage patterns. In: 8th International Conference on Energy Efficiency in Domestic Appliances and Lighting, 2015-08-26 - 2015-08-28, Switzerland.

Stankovic, Lina and Wilson, Charlie and Liao, Jing and Stankovic, Vladimir and Hauxwell-Baldwin, Richard and Murray, David and Coleman, Mike (2015) Understanding domestic appliance use through their linkages to common activities. In: 8th International Conference on Energy Efficiency in Domestic Appliances and Lighting, 2015-08-26 - 2015-08-28, Switzerland.

Murray, David and Liao, Jing and Stankovic, Lina and Stankovic, Vladimir and Hauxwell-Baldwin, Richard and Wilson, Charlie and Coleman, Michael and Kane, Tom and Firth, Steven; (2015) A data management platform for personalised real-time energy feedback. In: Procededings of the 8th International Conference on Energy Efficiency in Domestic Appliances and Lighting. IET, GBR.

Hargreaves, Tom and Hauxwell-Baldwin, Richard and Coleman, Mike and Wilson, Charlie and Stankovic, Lina and Stankovic, Vladimir and Liao, Jing and Murray, David and Kane, Tom and Hassan, Tarik and Firth, Steven (2015) Smart homes, control and energy management : how do smart home technologies influence control over energy use and domestic life? In: ECEEE-2015, 2015-06-01 - 2015-06-06, France.

Kane, Tom and Cockbill, Stuart and May, Andrew and Mitchell, Val and Wilson, Charlie and Dimitriou, Vanda and Liao, Jing and Murray, David and Stankovic, Vladimir and Stankovic, Lina and Fouchal, Farid and Hassan, Tarik and Firth, Steven; Lindström, Therese Laitinen, ed. (2015) Supporting retrofit decisions using smart metering data : a multi-disciplinary approach. In: ECEEE 2015 Summer Study on Energy Efficiency. ECEEE Proceedings . ECEEE, GBR, pp. 1003-1008. ISBN 9789198048278

2014

Murray, D. and Zhao, B. and Elafoudi, G. and Liao, J. and Stankovic, L. and Stankovic, V. (2014) Combined network coding and paillier homomorphic encryption for ensuring consumer data privacy in smart grid networks. In: Algebra, Codes and Networks 2014, 2014-06-16 - 2014-06-20.