Concepedia

Andreas Rumsch

AR

Statistics

Publications

5

Citations

205

H-Index

5

Active since

2014

Affiliations

Lucerne University of Applied Sciences and Arts(Current)

Andreas Rumsch is an author at Lucerne University of Applied Sciences and Arts specializing in data science, engineering, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningComputer EngineeringArtificial IntelligenceSmart GridDeep LearningData AugmentationEnergy Management

Publications per year

2014–2021

5

Publications

5

Review on Deep Neural Networks Applied to Low-Frequency NILM

Patrick Huber, Alberto Calatroni, Andreas Rumsch et al. · Energies · 2021 · 109 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +16

Review on Deep Neural Networks Applied to Low-Frequency NILM

Patrick Huber, Alberto Calatroni, Andreas Rumsch et al. · Preprints.org · 2021 · 43 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +16

Prediction of domestic appliances usage based on electrical consumption

Patrick Huber, Mario Gerber, Andreas Rumsch et al. · Energy Informatics · 2018 · 19 citations · Full text

Residential Power Traces for Five Houses: The iHomeLab RAPT Dataset

Patrick Huber, Melvin Ott, Martin Friedli et al. · Data · 2020 · 18 citations · Full text

Built Environment, Energy Consumption, Housing +15

Improving the Recognition Performance of NIALM Algorithms through Technical Labeling

Marcel Mathis, Andreas Rumsch, Rolf Kistler et al. · 2014 · 16 citations

Artificial Intelligence, Engineering, Machine Learning +24

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