References of "Dolberg, Lautaro 50001710"
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See detailDistilling Provider-Independent Data for General Detection of Non-Technical Losses
Meira, Jorge Augusto UL; Glauner, Patrick UL; State, Radu UL et al

in Power and Energy Conference, Illinois 23-24 February 2017 (2017)

Non-technical losses (NTL) in electricity distribution are caused by different reasons, such as poor equipment maintenance, broken meters or electricity theft. NTL occurs especially but not exclusively in ... [more ▼]

Non-technical losses (NTL) in electricity distribution are caused by different reasons, such as poor equipment maintenance, broken meters or electricity theft. NTL occurs especially but not exclusively in emerging countries. Developed countries, even though usually in smaller amounts, have to deal with NTL issues as well. In these countries the estimated annual losses are up to six billion USD. These facts have directed the focus of our work to the NTL detection. Our approach is composed of two steps: 1) We compute several features and combine them in sets characterized by four criteria: temporal, locality, similarity and infrastructure. 2) We then use the sets of features to train three machine learning classifiers: random forest, logistic regression and support vector vachine. Our hypothesis is that features derived only from provider-independent data are adequate for an accurate detection of non-technical losses. [less ▲]

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See detailA Generic Framework to Support Application-Level Flow Management in Software-Defined Networks
Dolberg, Lautaro UL; François, Jérôme; Chowdhury, Shihabur Rahman et al

in Conference on Network Softwarization (Netsoft) (2016)

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See detailNetwork Management with Data Analytics
Dolberg, Lautaro UL

Scientific Conference (2015, May 04)

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See detailMulti-dimensional Aggregation for DNS Monitoring'
Dolberg, Lautaro UL; François, Jérôme UL; Engel, Thomas UL

in Presented as part of the 26th Large Installation System Administration Conference (LISA 12) (2013)

Detailed reference viewed: 73 (1 UL)