Zobrazeno 1 - 10
of 42
pro vyhledávání: '"Lesch, Veronika"'
Time series analysis remains a major challenge due to its sparse characteristics, high dimensionality, and inconsistent data quality. Recent advancements in transformer-based techniques have enhanced capabilities in forecasting and imputation; howeve
Externí odkaz:
http://arxiv.org/abs/2405.18165
In warehouses, order picking is known to be the most labor-intensive and costly task in which the employees account for a large part of the warehouse performance. Hence, many approaches exist, that optimize the order picking process based on diverse
Externí odkaz:
http://arxiv.org/abs/2112.12058
In today's world, circumstances, processes, and requirements for software systems are becoming increasingly complex. In order to operate properly in such dynamic environments, software systems must adapt to these changes, which has led to the researc
Externí odkaz:
http://arxiv.org/abs/2111.09665
In the last decades, the classical Vehicle Routing Problem (VRP), i.e., assigning a set of orders to vehicles and planning their routes has been intensively researched. As only the assignment of order to vehicles and their routes is already an NP-com
Externí odkaz:
http://arxiv.org/abs/2111.09087
Autor:
Krupitzer, Christian, Wagenhals, Tim, Züfle, Marwin, Lesch, Veronika, Schäfer, Dominik, Mozaffarin, Amin, Edinger, Janick, Becker, Christian, Kounev, Samuel
Production issues at Volkswagen in 2016 lead to dramatic losses in sales of up to 400 million Euros per week. This example shows the huge financial impact of a working production facility for companies. Especially in the data-driven domains of Indust
Externí odkaz:
http://arxiv.org/abs/2002.08224
Autor:
Krupitzer, Christian, Müller, Sebastian, Lesch, Veronika, Züfle, Marwin, Edinger, Janick, Lemken, Alexander, Schäfer, Dominik, Kounev, Samuel, Becker, Christian
Industry 4.0 or Industrial IoT both describe new paradigms for seamless interaction between humans and machines. Both concepts rely on intelligent, inter-connected cyber-physical production systems that are able to control the process flow of industr
Externí odkaz:
http://arxiv.org/abs/2002.01025
Autor:
Lesch, Veronika, Züfle, Marwin, Bauer, André, Iffländer, Lukas, Krupitzer, Christian, Kounev, Samuel
Publikováno v:
In The Journal of Systems & Software June 2023 200
Publikováno v:
In Information and Software Technology September 2022 149
Publikováno v:
In ISA Transactions June 2022 125:445-458
Autor:
Lesch, Veronika, Krupitzer, Christian, Stubenrauch, Kevin, Keil, Nico, Becker, Christian, Kounev, Samuel, Segata, Michele
Publikováno v:
In Future Generation Computer Systems March 2021 116:117-131