2.6k citations · 2.8k across the 5 of their papers we have counts for
5 papers
A Survey of Text Representation Methods and Their Genealogy
Philipp Siebers, Christian Janiesch, Patrick Zschech
In recent years, with the advent of highly scalable artificial-neural-network-based text representation methods the field of natural language processing has seen unprecedented grow…
A survey of image labelling for computer vision applications
Christoph Sager, Christian Janiesch, Patrick Zschech
Supervised machine learning methods for image analysis require large amounts of labelled training data to solve computer vision problems. The recent rise of deep learning algorithm…
Machine learning and deep learning
Christian Janiesch, Patrick Zschech, Kai Heinrich
Today, intelligent systems that offer artificial intelligence capabilities often rely on machine learning. Machine learning describes the capacity of systems to learn from problem-…
On the Composition of the Long Tail of Business Processes: Implications from a Process Mining Study
Marcus Fischer, Adrian Hofmann, Florian Imgrund +2
Digital transformation forces companies to rethink their processes to meet current customer needs. Business Process Management (BPM) can provide the means to structure and tackle t…
Specifying Autonomy in the Internet of Things: The Autonomy Model and Notation
Christian Janiesch, Marcus Fischer, Axel Winkelmann +1
Driven by digitization in society and industry, automating behavior in an autonomous way substantially alters industrial value chains in the smart service world. As processes are e…