Bernhard G. Humm

31 papers B 2C 5Misc 4Journal 6Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
New trends in applied machine intelligence.
Inform. Spektrum
Bernhard G. Humm, Lothar B. Blum, Johannes Busse, Sophie Decher, Michael Dembach, Christian Goetz, Thomas Hoppe, Lukas Kaupp, Anne Schwerk, Eva Seidlmayer, Melanie Siegel, Rigo Wenning, Alexander Zender
2024 — conf
Benchmarking Meta AutoML.
CENTERIS/ProjMAN/HCist
Alexander Zender, Bernhard G. Humm
2024 — conf
Predicting the Optimal Runtime Limit for Meta AutoML.
ICAAI
Alexander Zender, Bernhard G. Humm, Pia Charline Friehe
2024 C conf
Successfully Improving the User Experience of an Artificial Intelligence System.
FedCSIS
Alexander Zender, Bernhard G. Humm, Anna Holzheuser
2023 C conf
Improving the Efficiency of Meta AutoML via Rule-based Training Strategies.
FedCSIS
Alexander Zender, Bernhard G. Humm, Tim Pachmann
2023 J jnl
New directions for applied knowledge-based AI and machine learning.
Inform. Spektrum
Bernhard G. Humm, Phil Archer, Hermann Bense, Carolynn Bernier, Christian Goetz, Thomas Hoppe, Fabienne Schumann, Melanie Siegel, Rigo Wenning, Alexander Zender
2023 C conf
Towards Improved User Experience for Artificial Intelligence Systems.
EANN
Lisa Brand, Bernhard G. Humm, Andrea Krajewski, Alexander Zender
2023 C conf
Unsupervised Correlation- and Interaction-Aware Anomaly Detection for Cyber-Physical Production Systems based on Graph Neural Networks.
ISM
Christian Goetz, Bernhard G. Humm
2022 J jnl
Ontology-based Meta AutoML.
Integr. Comput. Aided Eng.
Alexander Zender, Bernhard G. Humm
2021 — conf
An Extensible Approach to Multi-level Ontology Modelling.
KMIS
Hermann Bense, Bernhard G. Humm
2021 Misc conf
An Ontology-Based Concept for Meta AutoML.
AIAI
Bernhard G. Humm, Alexander Zender
2021 J jnl
Machine intelligence today: applications, methodology, and technology.
Inform. Spektrum
Bernhard G. Humm, Hermann Bense, Michael Fuchs, Benjamin Gernhardt, Matthias L. Hemmje, Thomas Hoppe, Lukas Kaupp, Sebastian Lothary, Kai-Uwe Schäfer, Bernhard Thull, Tobias Vogel, Rigo Wenning
2020 — conf
Learning Patterns for Complex Event Detection in Robot Sensor Data.
OLA
Bernhard G. Humm, Marco Hutter
2019 J jnl
Current trends in applied machine intelligence.
Inform. Spektrum
Bernhard G. Humm, Hermann Bense, Mario Classen, Stefan Geißler, Thomas Hoppe, Oliver Juwig, Adrian Paschke, Ralph Schäfermeier, Melanie Siegel, Frauke Weichhardt, Rigo Wenning
2019 — conf
Detecting Domain-specific Events based on Robot Sensor Data.
ICINCO (1)
Bernhard G. Humm, Guglielmo van der Meer
2019 C conf
Outlier Detection in Temporal Spatial Log Data Using Autoencoder for Industry 4.0.
EANN
Lukas Kaupp, Ulrich Beez, Jens Hülsmann, Bernhard G. Humm
2018 — ch.
Context-Aware Documentation in the Smart Factory.
Semantic Applications
Ulrich Beez, Lukas Kaupp, Tilman Deuschel, Bernhard G. Humm, Fabienne Schumann, Jürgen Bock, Jens Hülsmann
2018 — ch.
Domain-Specific Semantic Search Applications: Example SoftwareFinder.
Semantic Applications
Bernhard G. Humm, Hesam Ossanloo
2018 Misc conf
Improving Machine Learning Prediction Performance for Premature Termination of Psychotherapy.
AIMSA
Martin Bohus, Stephan Gimbel, Nora Goerg, Bernhard G. Humm, Martin Schüller, Marc Steffens, Ruben Vonderlin
2018 — ch.
Introduction to Semantic Applications.
Semantic Applications
Wolfram Bartussek, Hermann Bense, Thomas Hoppe, Bernhard G. Humm, Anatol Reibold, Ulrich Schade, Melanie Siegel, Paul Walsh
2018 — ch.
Personalised Clinical Decision Support for Cancer Care.
Semantic Applications
Bernhard G. Humm, Paul Walsh
2015 J jnl
Actually, What Does "Ontology" Mean?
J. Comput. Inf. Technol.
Johannes Busse, Bernhard G. Humm, Christoph Lübbert, Frank Moelter, Anatol Reibold, Matthias Rewald, Veronika Schlüter, Bernhard Seiler, Erwin Tegtmeier, Thomas Zeh
2014 Misc conf
Semantically faceted navigation with topic pies.
SEMANTiCS
Tilman Deuschel, Christian Greppmeier, Bernhard G. Humm, Wolfgang Stille
2012 — conf
Semantics-Based Business Process Model Similarity.
BIS
Bernhard G. Humm, Janina Fengel
2011 B conf
Advances in Structure Editors - Do They Really Pay Off?
ENASE
Andreas Gomolka, Bernhard G. Humm
2011 — conf
Introducing Layers of Abstraction to Semantic Web Programming.
OTM Workshops
Bernhard G. Humm, Alexey Korobov
2010 B conf
A Plea for Pluggable Programming Language Features.
ENASE
Bernhard G. Humm, Ralf Sascha Engelschall
2010 — conf
Language-Oriented Programming Via DSL Stacking.
ICSOFT (2)
Bernhard G. Humm, Ralf Sascha Engelschall
2010 — conf
Pluggable Programming Language Features for Incremental Code Quality Enhancement.
ENASE (Selected Papers)
Bernhard G. Humm, Ralf Sascha Engelschall
1993 — conf
Object-Oriented Extendibility in Hermes or ST, a Transactional Distributed Programming Environment.
ECOOP Workshop
Michael Fazzolare, Bernhard G. Humm, R. David Ranson
1992 Misc conf
Object-oriented analysis for telecommunications services.
SAC
Bernhard G. Humm, Michael Fazzolare