Deep learning-based clustering of processes and their visual exploration: An industry 4.0 use case for small, medium-sized enterprises.

Johannes Lahann

Nijat Mehdiyev Lea Mayer Johannes Lahann Peter Fettke Deep learning-based clustering of processes and their visual exploration: An industry 4.0 use case for small, medium-sized enterprises. 2024 February 41 Expert Syst. J. Knowl. Eng. 2 https://doi.org/10.1111/exsy.13139 db/journals/es/es41.html#MehdiyevMLF24

Dominic A. Neu Johannes Lahann Peter Fettke A systematic literature review on state-of-the-art deep learning methods for process prediction. 801-827 2022 55 Artif. Intell. Rev. 2 https://doi.org/10.1007/s10462-021-09960-8 db/journals/air/air55.html#NeuLF22

Peter Pfeiffer Johannes Lahann Peter Fettke The Label Ambiguity Problem in Process Prediction. 37-44 2022 Business Process Management Workshops https://doi.org/10.1007/978-3-031-25383-6_4 conf/bpm/2022w db/conf/bpm/bpmw2022.html#PfeifferLF22 Johannes Lahann Multimodal Process Prediction (Extended Abstract). 32-36 2022 ICPM Doctoral Consortium / Demo https://ceur-ws.org/Vol-3299/Paper07.pdf conf/icpm/2022dc db/conf/icpm/icpm2022dc.html#Lahann22 Johannes Lahann Peter Pfeiffer Peter Fettke LSTM-Based Anomaly Detection of Process Instances: Benchmark and Tweaks. 229-241 2022 ICPM Workshops https://doi.org/10.1007/978-3-031-27815-0_17 conf/icpm/2022w db/conf/icpm/icpm2022w.html#LahannPF22 Peter Pfeiffer Johannes Lahann Peter Fettke Multivariate Business Process Representation Learning Utilizing Gramian Angular Fields and Convolutional Neural Networks. 327-344 2021 BPM https://doi.org/10.1007/978-3-030-85469-0_21 conf/bpm/2021 db/conf/bpm/bpm2021.html#PfeifferLF21 Sebastian Stephan Johannes Lahann Peter Fettke A Case Study on the Application of Process Mining in Combination with Journal Entry Tests for Financial Auditing. 1-10 2021 HICSS https://hdl.handle.net/10125/71314 conf/hicss/2021 db/conf/hicss/hicss2021.html#StephanLF21

Dominic A. Neu Johannes Lahann Peter Fettke A systematic literature review on state-of-the-art deep learning methods for process prediction. 2021 abs/2101.09320 CoRR https://arxiv.org/abs/2101.09320 db/journals/corr/corr2101.html#abs-2101-09320

Peter Pfeiffer Johannes Lahann Peter Fettke Multivariate Business Process Representation Learning utilizing Gramian Angular Fields and Convolutional Neural Networks. 2021 abs/2106.08027 CoRR https://arxiv.org/abs/2106.08027 db/journals/corr/corr2106.html#abs-2106-08027

Johannes Lahann Martin Scheid Peter Fettke Towards Optimal Free Trade Agreement Utilization through Deep Learning Techniques. 1-10 2020 HICSS https://hdl.handle.net/10125/63918 conf/hicss/2020 db/conf/hicss/hicss2020.html#LahannSF20 Rocco Raso Johannes Lahann Peter Fettke Peter Loos Walkable Graph: An Immersive Augmented Reality Interface for Performing the Memory Palace Method. 2019 AMCIS https://aisel.aisnet.org/amcis2019/human_computer_interact/human_computer_interact/10 conf/amcis/2019 db/conf/amcis/amcis2019.html#RasoLFL19 Johannes Lahann Martin Scheid Peter Fettke Utilizing Machine Learning Techniques to Reveal VAT Compliance Violations in Accounting Data. 1-10 2019 CBI (1) https://doi.org/10.1109/CBI.2019.00008 conf/wecwis/2019-1 db/conf/wecwis/cbi2019-1.html#LahannSF19 Christina Di Valentin Andreas Emrich Johannes Lahann Dirk Werth Peter Loos Adaptive Social Media Skills Trainer for Vocational Education and Training: Concept and Implementation of a Recommender System. 1951-1960 2015 HICSS https://doi.org/10.1109/HICSS.2015.234 https://doi.ieeecomputersociety.org/10.1109/HICSS.2015.234 conf/hicss/2015 db/conf/hicss/hicss2015.html#ValentinELWL15 Christina Di Valentin Andreas Emrich Johannes Lahann Michael Schmidt 0002 Uta Schwertel Dirk Werth Peter Loos Adaptive recommendations to foster social media skills in teaching and learning scenarios. 27:1-27:4 2014 I-KNOW https://doi.org/10.1145/2637748.2638434 conf/iknow/2014 db/conf/iknow/iknow2014.html#ValentinELSSWL14 Andreas Emrich Peter Fettke Peter Loos Lea Mayer Nijat Mehdiyev Dominic A. Neu Peter Pfeiffer Rocco Raso Martin Scheid Michael Schmidt 0002 Uta Schwertel Sebastian Stephan Christina Di Valentin Dirk Werth