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K

Konstantin Hopf

information systems and business analytics

12H-index
53Paper Count
451Citation Count
Published Papers 9
Publication Date
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Explainable Singular Spectrum Analysis deep learning model for half-hourly electricity price prediction
errApplied Energy
IF11
err2026-02-20
err0
PREAI
errSujan Ghimire; Ravinesh C. Deo; Hangyue Liu; Konstantin Hopf; Thong Nguyen-Huy; David Casillas-Pérez; Jorge Pérez-Aracil; Sancho Salcedo-Sanz
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errSave
Do dynamic electricity tariffs change the gains of residential PV-battery systems? A simulation-based evaluation using data from 448 households
errEnergy Policy
IF9.2
err2025-11-18
err0
errOAAI
errChristian Lorenz; Daniel R. Bayer; Marco Pruckner; Thorsten Staake; Konstantin Hopf
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errSave
Validating Explainer Methods: A Functionally Grounded Approach for Numerical Forecasting
errJournal of Forecasting
IF2.7
err2025-10-29
err0
errOAAI
errFelix Haag; Konstantin Hopf; Thorsten Staake
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errSave
Optimization of heating curves for heat pumps in operation: Outdoor temperature ranges for energy-efficient heating curve shifts
errAPPLIED ENERGY
IF11
err2025-07-01
err0
errOAAI
errPotthoff, Ugne; Brudermueller, Tobias; Hopf, Konstantin; Wortmann, Felix
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errSave
The group mind of hybrid teams with humans and intelligent agents in knowledge-intense work
errJOURNAL OF INFORMATION TECHNOLOGY
IF5.4
err2024-11-05
err0
PREAI
errHopf, Konstantin; Nahr, Nora; Staake, Thorsten; Lehner, Franz
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errSave
Organizational Implementation of AI: Craft and Mechanical Work
errCALIFORNIA MANAGEMENT REVIEW
IF7.3
err2023-09-19
err5
errOAAI
errHopf, Konstantin; Mueller, Oliver; Shollo, Arisa; Thiess, Tiemo
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errSave
Heat pump inspections result in large energy savings when a pre-selection of households is performed: A promising use case of smart meter data
errENERGY POLICY
IF9.2
err2022-10-01
err6
errOAAI
errWeigert, Andreas; Hopf, Konstantin; Guenther, Sebastian A.; Staake, Thorsten
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errSave
Shifting ML value creation mechanisms: A process model of ML value creation
errJOURNAL OF STRATEGIC INFORMATION SYSTEMS
IF11.8
err2022-09-01
err25
errOAAI
errShollo, Arisa; Hopf, Konstantin; Thiess, Tiemo; Mueller, Oliver
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Enhancing energy efficiency in the residential sector with smart meter data analytics
errELECTRONIC MARKETS
IF6.8
err2018-03-17
err24
PREAI
errHopf, Konstantin; Sodenkamp, Mariya; Staake, Thorsten
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errSave

Research Directions

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Co-authors
Cooperation Journals
R
Ravinesh C. Deo
H-index: 81 · Papers: 588
T
Thorsten Staake
H-index: 33 · Papers: 181
F
Felix Wortmann
H-index: 31 · Papers: 197
D
David Casillas-Pérez
H-index: 25 · Papers: 78
S
Sujan Ghimire
H-index: 23 · Papers: 55
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