Shikha Singh

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Publications

Citations

348

H-Index

Active since

2013

Affiliations

Indraprastha Institute of Information Technology Delhi(Current)

Shikha Singh is an author at Indraprastha Institute of Information Technology Delhi specializing in machine learning, energy metering, and non-intrusive load monitoring.

ORCID

Publications per year

2013–2021

Publications

Deep Sparse Coding for Non–Intrusive Load Monitoring

Shikha Singh, Angshul Majumdar · IEEE Transactions on Smart Grid · 2017 · 160 citations

Engineering, Building Science, Electrical Engineering +16

Multi-label LSTM autoencoder for non-intrusive appliance load monitoring

Sagar Verma, Shikha Singh, Angshul Majumdar · Electric Power Systems Research · 2021 · 51 citations

Management, Data Science, Electrical Engineering +14

Non-Intrusive Load Monitoring via Multi-Label Sparse Representation-Based Classification

Shikha Singh, Angshul Majumdar · IEEE Transactions on Smart Grid · 2019 · 46 citations

Computing, Computer Science, Data Mining +12

Analysis Co-Sparse Coding for Energy Disaggregation

Shikha Singh, Angshul Majumdar · IEEE Transactions on Smart Grid · 2017 · 44 citations

Architecture, Building Science, Electrical Engineering +15

Multi Label Restricted Boltzmann Machine for Non-intrusive Load Monitoring

Sagar Kumar Verma, Shikha Singh, Angshul Majumdar · 2019 · 19 citations

Architecture, Building Science, Computer Science +14

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