Nikolai Stein

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 25

Top Topics

Predictive Analytics

Decision Support

Top Venues

Publications

Nico Elbert, Nikolai Stein, Christoph M. Flath
Process and Strategy Mining in Real-Time Strategy Games. Wirtschaftsinformatik (2023)
Felix Oberdorf, Myriam Schaschek, Sven Weinzierl, Nikolai Stein, Martin Matzner, Christoph M. Flath
Predictive End-to-End Enterprise Process Network Monitoring. Bus. Inf. Syst. Eng. 65 (1) (2023)
Nico Elbert, Emil Paskovski, Nikolai Stein, Christoph M. Flath
The Layers of Change: Multilevel Adaptations to Exogenous Game Patches in CS:GO. CoG (2023)
Toni Greif, Nikolai Stein, Christoph M. Flath
Information Value Analysis for Real-Time Silo Fill-Level Monitoring. INFORMS J. Appl. Anal. 53 (4) (2023)
Christina Stahl, Nikolai Stein, Christoph M. Flath
Analytics Applications in Fashion Supply Chain Management - A Review of Literature and Practice. IEEE Trans. Engineering Management 70 (4) (2023)
Janine Rottmann, Nikolai Stein
Leveraging Electronic Health Records to improve Patient Appointment Scheduling: A design-oriented Approach. ICIS (2022)
Felix Oberdorf, Myriam Schaschek, Nikolai Stein, Christoph Flath
Neural Process Mining: Multi-Headed Predictive Process Analytics in Practice. ECIS (2021)
Felix Oberdorf, Peter Wolf, Myriam Schaschek, Nikolai Stein
Strategic Decision Support System for Fleet Investments in the Vaccine Supply Chain. ICIS (2021)
Felix Oberdorf, Nikolai Stein, Christoph M. Flath
Analytics-enabled escalation management: System development and business value assessment. Comput. Ind. 131 (2021)
Andreas Philippi, Simone Buttler, Nikolai Stein
ddop: A python package for data-driven operations management. J. Open Source Softw. 6 (66) (2021)
Matthias Griebel, Dennis Segebarth, Nikolai Stein, Nina Schukraft, Philip Tovote, Robert Blum, Christoph M. Flath
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2. CoRR (2021)
Toni Greif, Nikolai Stein, Christoph Flath
Support Your Local: IS-Based Collaborative Delivery Service for Urban Communities. ICIS (2020)
Nikolai Stein, Felix Oberdorf, Jonas Pirner
Convolutional Neural Networks for Survey Response Classification. AMCIS (2020)
Felix Oberdorf, Nikolai Stein, Christoph Flath
Data-Driven Cycling Policy Guidance using GIS. ICIS (2020)
Toni Greif, Nikolai Stein, Christoph M. Flath
Peeking into the void: Digital twins for construction site logistics. Comput. Ind. 121 (2020)
Felix Oberdorf, Nikolai Stein, Nicolas Walk, Matthias Griebel, Christoph Flath
ADR for Big-Data IT Artifact Development: An Escalation Management Example. ICIS (2020)
Franz Seubert, Nikolai Stein, Fabian Taigel, Axel Winkelmann
Making the Newsvendor Smart - Order Quantity Optimization with ANNs for a Bakery Chain. AMCIS (2020)
Nikolai Stein, Benedikt Walter, Christoph Flath
Towards Open Production: Designing a marketplace for 3D-printing capacities. ICIS (2019)
Matthias Griebel, Alexander Dürr, Nikolai Stein
Applied image recognition: guidelines for using deep learning models in practice. Wirtschaftsinformatik (2019)
Adrian Krenzer, Nikolai Stein, Matthias Griebel, Christoph Flath
Augmented Intelligence for Quality Control of Manual Assembly Processes using Industrial Wearable Systems. ICIS (2019)
Christoph M. Flath, Nikolai Stein
Towards a data science toolbox for industrial analytics applications. Comput. Ind. 94 (2018)
Nikolai Stein, Christoph Flath, Carsten Boehm
Predictive Analytics for Application Management Services. ECIS (2018)
Nikolai Stein, Christoph Flath
Applying Data Science for shop-Floor Performance Prediction. ECIS (2017)
Nikolai Stein, Christoph Flath
Decision Support for Group-based Electricity Prices in Smart Grids. AMCIS (2016)
Niklas Rappel, Nikolai Stein, Christoph M. Flath
Dynamic Intrusion Detection in Database Systems: A Machine-Learning Approach. ICIS (2016)