Jannis Walk

According to our database, Jannis Walk authored at least 11 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Data-Centric Artificial Intelligence.

Johannes Jakubik, Michael Vössing, Niklas Kühl, Jannis Walk, Gerhard Satzger

Bus. Inf. Syst. Eng., August, 2024

Image-Mining-Based Decision Support Systems: Design Knowledge and its Evaluation in Tool Wear Analysis.

Jannis Walk, Max Schemmer, Niklas Kühl, Gerhard Satzger

Commun. Assoc. Inf. Syst., 2024

2023

Image-based Decision Support Systems: Technical Concepts, Design Knowledge, and Applications for Sustainability.

Jannis Walk

PhD thesis, 2023

Artificial Intelligence for Sustainability: Facilitating Sustainable Smart Product-Service Systems with Computer Vision.

Jannis Walk, Niklas Kühl, Michael Saidani, Jürgen Schatte

CoRR, 2023

2022

Design Knowledge for Deep-Learning-Enabled Image-Based Decision Support Systems.

Julius Peter Landwehr, Niklas Kühl, Jannis Walk, Mario Gnädig

Bus. Inf. Syst. Eng., 2022

2021

Designing Chemical Emergency Response Systems Based on Open Data.

Tobias Enders, Niklas Kühl, Jannis Walk, Marc Muff

Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

A Picture is Worth a Collaboration: Accumulating Design Knowledge for Computer-Vision-based Hybrid Intelligence Systems.

Patrick Zschech, Jannis Walk, Kai Heinrich, Michael Vössing, Niklas Kühl

Proceedings of the 29th European Conference on Information Systems, 2021

2020

An Uncertainty-Based Human-in-the-Loop System for Industrial Tool Wear Analysis.

Alexander Treiss, Jannis Walk, Niklas Kühl

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Half-Empty or Half-Full? A Hybrid Approach to Predict Recycling Behavior of Consumers to Increase Reverse Vending Machine Uptime.

Jannis Walk, Robin Hirt, Niklas Kühl, Erik R. Hersløv

Proceedings of the Exploring Service Science - 10th International Conference, 2020

Towards Leveraging End-of-Life Tools as an Asset: Value Co-Creation based on Deep Learning in the Machining Industry.

Jannis Walk, Niklas Kühl, Jonathan Schäfer

Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

2017

Supporting the Dispatching Process for Maintenance Technicians in Industry 4.0.

Sebastian R. Bader, Michael Vössing, Clemens Wolff, Jannis Walk, Maria Maleshkova

Proceedings of the Tagungsband der 9. Konferenz Professionelles Wissensmanagement (Professional Knowledge Management), 2017