Nikolai Stein

Dr. Nikolai Stein

Room: 107

Phone: +49 931 31-85119

Email: nikolai.stein@uni-wuerzburg.de

Kurzlebenslauf

seit 02/2020 Akademischer Rat auf Zeit am Lehrstuhls für Wirtschaftsinformatik und Business Analytics der Julius-Maximilians-Universität Würzburg
12/2019 Abschluss der Promotion (mit Auszeichnung), Dissertation "Advanced Analytics in Operations Management and Information Systems: Methods and Applications", Julius-Maximilians-Universität Würzburg, Fakultät für Wirtschaftswissenschaften
05/2015 - 01/2020 Wissenschaftlicher Mitarbeiter am Lehrstuhl für Wirtschaftsinformatik und Informationsmanagement der Julius-Maximilians-Universität Würzburg
09/2015 Abschluss des Master Studiums (Wirtschaftsinformatik M. Sc.)
12/2013 Abschluss des Bachelor Studiums (Wirtschaftswissenschaften B. Sc.)

Publikationen

Zitationsstatistiken zu meinen Publikationen finden Sie auf Researchgate und Google Scholar.

Oberdorf, Felix ; Schaschek, Myriam ; Weinzierl, Sven ; Stein, Nikolai ; Matzner, Martin ; Flath, Christoph M.:Predictive End-to-End Enterprise Process Network Monitoring. In: Business & Information Systems Engineering (2022)
Greif, Toni ; Stein, Nikolai ; Flath, Christoph M.:Information Value Analysis for Real-time Silo Fill-level Monitoring. In: INFORMS Journal on Applied Analytics (2022)
Oberdorf, Felix ; Stein, Nikolai ; Flath, Christooh M.:Analytics-enabled escalation management: System development and business value assessment. In: Computers in Industry (2021)
Stahl, Christina ; Stein, Nikolai ; Flath, Christoph M.:Analytics Applications in Fashion Supply Chain Management - A Review of Literature and Practice. In: IEEE Transactions on Engineering Management (2021)
Greif, Toni ; Stein, Nikolai ; Flath, Christoph. M.:Peeking into the Void: Digital Twins for Construction Site Logistics. In: Computers in Industry Bd. 121 (2020)
Seubert, Franz ; Stein, Nikolai ; Taigel, Fabian ; Winkelmann, Axel:Making the Newsvendor Smart – Order Quantity Optimization with ANNs for a Bakery Chain. In: Proceeding of the 26th Americas Conference on Information Systems (AMCIS), 2020
Stein, Nikolai ; Oberdorf, Felix ; Pirner, Jonas:Convolutional Neural Networks for Survey Response Classification. In: Proceedings of the 26th Americas Conference on Information Systems (AMCIS), 2020
Oberdorf, Felix ; Stein, Nikolai ; Walk, Nicolas ; Griebel, Matthias ; Flath, Christoph M.:ADR for Big-Data IT Artifact Development: An Escalation Management Example. In: Proceedings of the 41st International Conference on Information Systems (ICIS), 2020
Greif, Toni ; Stein, Nikolai ; Flath, Christoph M.:Support Your Local: IS-Based Collaborative Delivery Service for Urban Communities. In: Proceedings of the 41st International Conference on Information Systems (ICIS), 2020
Oberdorf, Felix ; Stein, Nikolai ; Flath, Christoph M.:Data-Driven Cycling Policy Guidance using GIS. In: Proceedings of the 41st International Conference on Information Systems (ICIS), 2020
Segebarth, Dennis ; Griebel, Matthias ; Stein, Nikolai ; von Collenberg, Cora R ; Martin, Corinna ; Fiedler, Dominik ; Comeras, Lucas B ; Sah, Anupam ; Schoeffler, Victoria ; Lueffe, Theresa ; Flath, Christoph M.:On the objectivity, reliability, and validity of deep learning enabled bioimage analyses. In: eLife (2020)
Krenzer, Adrian ; Stein, Nikolai ; Griebel, Matthias ; Flath, Christoph M.:Augmented Intelligence for Quality Control of Manual Assembly Processes using Industrial Wearable Systems. In: Proceedings of the 40th International Conference on Information Systems (ICIS), 2019
Stein, Nikolai ; Walter, Benedikt ; Flath, Christoph M.:Towards Open Production: Designing a marketplace for 3D-printing capacities. In: Proceedings of the 40th International Conference on Information Systems (ICIS), 2019
Griebel, Matthias ; Dürr, Alexander ; Stein, Nikolai:Applied image recognition: guidelines for using deep learning models in practice. In: Proceedings of the 14th International Conference on Wirtschaftsinformatik, 2019, S. 393–406
Stein, Nikolai ; Flath, Christoph M. ; Boehm, Carsten:Predictive Analytics for Application Management Services. In: Proceedings of the 26th European Conference on Information Systems, 2018
Stein, Nikolai ; Meller, Jan ; Flath, Christoph M.:Big Data on the Shop-floor: Towards Sensor-Based Decision-Support for Manual Processes. In: Journal of Business Economics Bd. 88 (2018), S. 593–616
Flath, Christoph M. ; Stein, Nikolai:Towards a Data Science Toolbox for Industrial Analytics Applications. In: Computers in Industry Bd. 94 (2018), S. 16–25
Stein, Nikolai ; Flath, Christoph M.:Applying data science for shop-floor performance prediction. In: Proceedings of the European Conference on Information Systems, 2017
Rappel, Niklas ; Stein, Nikolai ; Flath, Christoph M.:Dynamic Intrusion Detection in Database Systems: A Machine-Learning Approach. In: Proceedings of the International Conference on Information Systems. Dublin, Ireland, 2016
Stein, Nikolai ; Flath, Christoph M.:Decision Support for Group-based Electricity Prices in Smart Grids. In: Proceedings of the Americas Conference on Information Systems. San Diego, CA, USA, 2016

Lehrveranstaltungen

WS 2019/2020

Planen und Entscheiden in betriebswirtschaftlichen Informationssystemen (Übung)
Practical Data Science (Vorlesung)
Business Analytics (Seminar)
Projektseminar Wirtschaftsinformatik
Bachelor-Seminar Wirtschaftsinformatik

SS 2019

Applied Data Science (Übung)
Business Analytics (Seminar)
Projektseminar Wirtschaftsinformatik
Bachelor-Seminar Wirtschaftsinformatik

WS 2018/2019

Planen und Entscheiden in betriebswirtschaftlichen Informationssystemen (Übung)
Practical Data Science (Übung)
Business Analytics (Seminar)
Projektseminar Wirtschaftsinformatik
Bachelor-Seminar Wirtschaftsinformatik

SS 2018

A Primer in Data Science (Übung)
Analytical Information Systems (Übung)
Business Analytics (Seminar)
Projektseminar Wirtschaftsinformatik
Bachelor-Seminar Wirtschaftsinformatik

WS 2017/2018

Decision Support Systems (Übung)
Business Analytics (Seminar)
E-Business Strategies (Seminar)
Projektseminar Wirtschaftsinformatik
Bachelor-Seminar Wirtschaftsinformatik

SS 2017

A Primer in Data Science (Übung)
Analytical Information Systems (Übung)
Managerial Problem Solving (Übung)
Business Analytics (Seminar)
E-Business Strategies (Seminar)
Projektseminar Wirtschaftsinformatik
Bachelor-Seminar Wirtschaftsinformatik

WS 2016/2017

Decision Support Systems (Übung)
Fundamentals of Electronic Markets (Übung)
Business Analytics (Seminar)
E-Business Strategies (Seminar)
Projektseminar Wirtschaftsinformatik

SS 2016

Managerial Problem Solving (Übung)
Business Analytics (Seminar)
E-Business Strategies (Seminar)
Projektseminar Wirtschaftsinformatik

WS 2015/2016

Decision Support Systems (Übung)
Business Analytics (Seminar)
E-Business Strategies (Seminar)

SS 2015

Managerial Problem Solving (Übung)
Business Analytics (Seminar)
E-Business Strategies (Seminar)

Sanderring 2