Veröffentlichungen "Albrecht, Tobias"

Artikel in einer Zeitschrift

Weidlich, Robin ; Albrecht, Tobias ; Derr, Patrick ; Röglinger, Maximilian:
Designing a Process-oriented Digital Twin for Industrial Testing Laboratories.
In: IEEE Transactions on Engineering Management. Bd. 71 (2024) . - S. 15174-15187.
ISSN 0018-9391
DOI: https://doi.org/10.1109/TEM.2024.3481670

Albrecht, Tobias ; Keller, Robert ; Rebholz, Dominik ; Röglinger, Maximilian:
Fake It Till You Make It : Synthetic Data for Emerging Carsharing Programs.
In: Transportation Research Part D: Transport and Environment. Bd. 127 (2024) . - 104067.
ISSN 1361-9209
DOI: https://doi.org/10.1016/j.trd.2024.104067

Albrecht, Tobias ; Baier, Marie-Sophie ; Gimpel, Henner ; Meierhöfer, Simon ; Röglinger, Maximilian ; Schlüchtermann, Jörg ; Will, Lisanne:
Leveraging Digital Technologies in Logistics 4.0 : Insights on Affordances from Intralogistics Processes.
In: Information Systems Frontiers. Bd. 26 (2024) . - S. 755-774.
ISSN 1572-9419
DOI: https://doi.org/10.1007/s10796-023-10394-6

Rausch, Theresa Maria ; Albrecht, Tobias ; Baier, Daniel:
Beyond the beaten paths of forecasting call center arrivals : on the use of dynamic harmonic regression with predictor variables.
In: Journal of Business Economics. Bd. 92 (2022) Heft 4 . - S. 675-706.
ISSN 1861-8928
DOI: https://doi.org/10.1007/s11573-021-01075-4

Albrecht, Tobias ; Rausch, Theresa Maria ; Derra, Nicholas Daniel:
Call me maybe : Methods and practical implementation of artificial intelligence in call center arrivals' forecasting.
In: Journal of Business Research. Bd. 123 (2021) . - S. 267-278.
ISSN 0148-2963
DOI: https://doi.org/10.1016/j.jbusres.2020.09.033

Albrecht, Tobias ; Baier, Daniel:
Churn Analysis Using Deep Learning : Customer Classification from a Practical Point of View.
In: Archives of Data Science Series A. Bd. 6 (2020) Heft 2 .
ISSN 2363-9881
DOI: https://doi.org/10.5445/KSP/1000098012/04

Aufsatz in einem Buch

Jöhnk, Jan ; Albrecht, Tobias ; Arnold, Laurin ; Guggenberger, Tobias ; Lämmermann, Luis ; Schweizer, André ; Urbach, Nils:
The Rise of the Machines : Conceptualizing the Machine Economy.
In: Proceedings of the 25th Pacific Asia Conference on Information Systems (PACIS). - Dubai, United Arab Emirates , 2021

Rausch, Theresa Maria ; Albrecht, Tobias:
The Impact of Lead Time and Model Selection on the Accuracy of Call Center Arrivals' Forecasts.
In: Proceedings of the 28th European Conference on Information Systems (ECIS). - Marrakech , 2020
ISBN 978-1-7336325-1

Veranstaltungsbeitrag

Rausch, Theresa Maria ; Albrecht, Tobias ; Baier, Daniel:
Forecasting Sub-Daily Call Center Arrivals : Investigating the Joint Impact of Data Disaggregation and Model Selection on Accuracy.
2020
Veranstaltung: Data Analysis and Classification in Marketing (AG Marketing) , November 14th – 15th, 2019 , Karlsruher Institut für Technologie (KIT), Karlsruhe.
(Veranstaltungsbeitrag: Workshop , Vortrag )
DOI: https://doi.org/10.5445/IR/1000119609

Albrecht, Tobias ; Baier, Daniel:
Churn Analysis Using Deep Learning : Methods and Application.
2019
Veranstaltung: 6th European Conference on Data Analysis (ECDA2019) , March 18-20,2019 , Bayreuth, Germany.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Vortrag )

Working paper, Diskussionspapier

Urbach, Nils ; Albrecht, Tobias ; Guggenberger, Tobias ; Jöhnk, Jan ; Arnold, Laurin ; Gebert, Julia ; Jelito, Dennis ; Lämmermann, Luis ; Schweizer, André:
The Advance of the Machines : Vision und Implikationen einer Machine Economy.
Fraunhofer-Institut für Angewandte Informationstechnik FIT
Bayreuth , 2020 . - 40 S.

Dissertation

Albrecht, Tobias:
Machine Learning in Business: A Process and Project Perspective.
Bayreuth , 2023 . - 61 S.
( Dissertation, 2023 , Universität Bayreuth, Rechts- und Wirtschaftswissenschaftliche Fakultät)
DOI: https://doi.org/10.15495/EPub_UBT_00007366