Konstantin Hopf

Shifting ML value creation mechanisms: A process model of ML value creation

Arisa Shollo, Konstantin Hopf, Tiemo Thiess et al. · The Journal of Strategic Information Systems · 2022 · 77 citations · Full text

Artificial Intelligence, Machine Learning, Business Intelligence +21

Feature extraction and filtering for household classification based on smart electricity meter data

Konstantin Hopf, Mariya Sodenkamp, Ilya Kozlovkiy et al. · Computer Science - Research and Development · 2014 · 60 citations

Engineering, Smart Grid, Data Mining +10

Enhancing energy efficiency in the residential sector with smart meter data analytics

Konstantin Hopf, Mariya Sodenkamp, Thorsten Staake · Electronic Markets · 2018 · 42 citations

Engineering, Smart Grid, Energy Management +7

Short-Term Electricity Load Forecasting Using the Temporal Fusion Transformer: Effect of Grid Hierarchies and Data Sources

Elena Giacomazzi, Felix Haag, Konstantin Hopf · 2023 · 37 citations

Forecasting Methodology, Engineering, Power Grid Operation +20

Organizational Implementation of AI: C<scp>raft and</scp> M<scp>echanical</scp> W<scp>ork</scp>

Konstantin Hopf, Oliver Müller, Arisa Shollo et al. · California Management Review · 2023 · 21 citations · Full text

Artificial Intelligence, Ai Initiatives, Engineering +24