Jonas Manderscheid

Machine Learning in Business Process Monitoring: A Comparison of Deep Learning and Classical Approaches Used for Outcome Prediction

Wolfgang Kratsch, Jonas Manderscheid, Maximilian Röglinger et al. · Business & Information Systems Engineering · 2020 · 125 citations · Full text

What does it take to implement open innovation? Towards an integrated capability framework

Sabiölla Hosseini, Alexandra Kees, Jonas Manderscheid et al. · Business Process Management Journal · 2017 · 70 citations · Full text

Law, Innovation Management, Open Platform +18

Design it like Darwin - A value-based application of evolutionary algorithms for proper and unambiguous business process redesign

Patrick Afflerbach, Martin Hohendorf, Jonas Manderscheid · Information Systems Frontiers · 2016 · 23 citations

Business Process, Engineering, Business Intelligence +12

Data-driven Process Prioritization in Process Networks

Wolfgang Kratsch, Jonas Manderscheid, Daniel Reißner et al. · Decision Support Systems · 2017 · 21 citations

Engineering, Data Science, Process Control +10

Process Improvement Roadmapping – How to Max Out Your Process

Alexander Linhart, Jonas Manderscheid, Maximilian Roeglinger et al. · ERef Bayreuth (University of Bayreuth) · 2015 · 10 citations · Full text