[HTML][HTML] Event processing in supply chain management–The status quo and research outlook

I Konovalenko, A Ludwig - Computers in Industry, 2019 - Elsevier
Increasing supply chain complexity poses new challenges to managers. On the other hand,
evolving information and communication technology offers ample opportunity for more …

Towards a data science toolbox for industrial analytics applications

CM Flath, N Stein - Computers in Industry, 2018 - Elsevier
Manufacturing companies today have access to a vast number of data sources providing
gigantic amounts of process and status data. Consequently, the need for analytical …

False positive RFID detection using classification models

G Alfian, M Syafrudin, B Yoon, J Rhee - Applied Sciences, 2019 - mdpi.com
Radio frequency identification (RFID) is an automated identification technology that can be
utilized to monitor product movements within a supply chain in real-time. However, one …

Towards digital transformation in fashion retailing: A design-oriented IS research study of automated checkout systems

M Hauser, SA Günther, CM Flath, F Thiesse - Business & Information …, 2019 - Springer
Automated checkout systems promise greater sales due to an improved customer
experience and cost savings because less store personnel is needed. The present design …

A hidden Markov model for distinguishing between RFID-tagged objects in adjacent areas

M Hauser, M Griebel, F Thiesse - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
Distinguishing between RFID-tagged objects within different areas poses an important
building block for many RFID-based applications. Existing localization techniques, however …

A Near-Field Focused Array Antenna Empowered by Deep Learning for UHF-RFID Smart Gates

A Motroni, MR Pino, G Cecchi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article introduces a new radio frequency identification (RFID) gate for access control
merging the benefits of near-field focusing and deep learning (DL). The gate uses a near …

[PDF][PDF] Designing Pervasive Information Systems: A Fashion Retail Case Study.

MM Hauser, SA Günther, C Flath, F Thiesse - ICIS, 2017 - researchgate.net
We expand the design theory for cyber physical systems by introducing the notion of
mutability of legacy components. Mutability refers to the extent components of the legacy …

In-store customer shopping behavior analysis by utilizing RFID-enabled shelf and multilayer perceptron model

G Alfian, M Syafrudin, J Rhee, P Stasa… - IOP Conference …, 2020 - iopscience.iop.org
Understanding customer shopping behavior in retail store is important to improve the
customers' relationship with the retailer, which can help to lift the revenue of the business …

[PDF][PDF] Applying data science for shop-floor performance prediction

N Stein, C Flath - 2017 - scholar.archive.org
Against the backdrop of ubiquitous computing, companies from various industries are
building up everincreasing amounts of business process data. Seeking to salvage these …

Leveraging rfid data analytics for the design of an automated checkout system

M Hauser, S Günther, C Flath, F Thiesse - 2017 - aisel.aisnet.org
Traditional checkout systems are labor-intensive and can be a source of great frustration for
customers having to wait in line. In contrast, automated checkout systems seamlessly scan …