Bernhard Humm

According to our database, Bernhard Humm authored at least 56 papers between 1992 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Data Science von Praktikern für Praktiker: Projekte, Methoden, Prozesse.

Bernhard Humm

Inform. Spektrum, December, 2023

New directions for applied knowledge-based AI and machine learning.

Bernhard G. Humm, Phil Archer, Hermann Bense, Carolynn Bernier, Christian Goetz, Thomas Hoppe, Fabienne Schumann, Melanie Siegel, Rigo Wenning, Alexander Zender

Inform. Spektrum, April, 2023

Decentralized Real-Time Anomaly Detection in Cyber-Physical Production Systems under Industry Constraints.

Christian Goetz, Bernhard Humm

Sensors, 2023

Improving the Efficiency of Meta AutoML via Rule-based Training Strategies.

Alexander Zender, Bernhard G. Humm, Tim Pachmann

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

Towards Improved User Experience for Artificial Intelligence Systems.

Lisa Brand, Bernhard G. Humm, Andrea Krajewski, Alexander Zender

Proceedings of the Engineering Applications of Neural Networks, 2023

2022

Autoencoder-Ensemble-Based Unsupervised Selection of Production-Relevant Variables for Context-Aware Fault Diagnosis.

Lukas Kaupp, Bernhard Humm, Kawa Nazemi, Stephan Simons

Sensors, 2022

Ontology-based Meta AutoML.

Alexander Zender, Bernhard G. Humm

Integr. Comput. Aided Eng., 2022

2021

Machine intelligence today: applications, methodology, and technology.

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

Inform. Spektrum, 2021

An Ontology-Based Concept for Meta AutoML.

Bernhard G. Humm, Alexander Zender

Proceedings of the Artificial Intelligence Applications and Innovations, 2021

An Extensible Approach to Multi-level Ontology Modelling.

Hermann Bense, Bernhard G. Humm

Proceedings of the 13th International Joint Conference on Knowledge Discovery, 2021

2020

Applying machine intelligence in practice.

Bernhard Humm, Hermann Bense, Jürgen Bock, Mario Classen, Oren Halvani, Christian Herta, Thomas Hoppe, Oliver Juwig, Melanie Siegel

Inform. Spektrum, 2020

Fascinating with Open Data: openArtBrowser.

Bernhard Humm

Proceedings of the Conference on Digital Curation Technologies (Qurator 2020), Berlin, Germany, January 20th, 2020

Learning Patterns for Complex Event Detection in Robot Sensor Data.

Bernhard G. Humm, Marco Hutter

Proceedings of the Optimization and Learning - Third International Conference, 2020

An Industry 4.0-Ready Visual Analytics Model for Context-Aware Diagnosis in Smart Manufacturing.

Lukas Kaupp, Kawa Nazemi, Bernhard Humm

Proceedings of the 24th International Conference on Information Visualisation, 2020

CONTEXT: An Industry 4.0 Dataset of Contextual Faults in a Smart Factory.

Lukas Kaupp, Heiko Webert, Kawa Nazemi, Bernhard Humm, Stephan Simons

Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), 2020

2019

Current trends in applied machine intelligence.

Bernhard G. Humm, Hermann Bense, Mario Classen, Stefan Geißler, Thomas Hoppe, Oliver Juwig, Adrian Paschke, Ralph Schäfermeier, Melanie Siegel, Frauke Weichhardt, Rigo Wenning

Inform. Spektrum, 2019

Detecting Domain-specific Events based on Robot Sensor Data.

Bernhard G. Humm, Guglielmo van der Meer

Proceedings of the 16th International Conference on Informatics in Control, 2019

Outlier Detection in Temporal Spatial Log Data Using Autoencoder for Industry 4.0.

Lukas Kaupp, Ulrich Beez, Jens Hülsmann, Bernhard G. Humm

Proceedings of the Engineering Applications of Neural Networks, 2019

2018

Improving Machine Learning Prediction Performance for Premature Termination of Psychotherapy.

Martin Bohus, Stephan Gimbel, Nora Goerg, Bernhard G. Humm, Martin Schüller, Marc Steffens, Ruben Vonderlin

Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2018

Personalised Clinical Decision Support for Cancer Care.

Bernhard G. Humm, Paul Walsh

Proceedings of the Semantic Applications, Methodology, Technology, Corporate Use., 2018

Domain-Specific Semantic Search Applications: Example SoftwareFinder.

Bernhard G. Humm, Hesam Ossanloo

Proceedings of the Semantic Applications, Methodology, Technology, Corporate Use., 2018

Context-Aware Documentation in the Smart Factory.

Ulrich Beez, Lukas Kaupp, Tilman Deuschel, Bernhard G. Humm, Fabienne Schumann, Jürgen Bock, Jens Hülsmann

Proceedings of the Semantic Applications, Methodology, Technology, Corporate Use., 2018

Introduction to Semantic Applications.

Wolfram Bartussek, Hermann Bense, Thomas Hoppe, Bernhard G. Humm, Anatol Reibold, Ulrich Schade, Melanie Siegel, Paul Walsh

Proceedings of the Semantic Applications, Methodology, Technology, Corporate Use., 2018

2016

Corporate Semantic Web - Applications, Technology, Methodology - Summary of the Dagstuhl Workshop 2015.

Thomas Hoppe, Bernhard Humm, Ulrich Schade, Timm Heuss, Matthias L. Hemmje, Tobias Vogel, Benjamin Gernhardt

Inform. Spektrum, 2016

A Field Study on Linked and Open Data at Datahub.io.

Timm Heuss, Janina Fengel, Bernhard Humm, Bettina Harriehausen-Mühlbauer, Shirley Atkinson

Proceedings of the Eleventh International Network Conference, 2016

2015

Corporate Semantic Web - Wie semantische Anwendungen in Unternehmen Nutzen stiften

Börteçin Ege, Bernhard Humm, Anatol Reibold

X.media.press, Springer, ISBN: 978-3-642-54886-4, 2015

Die Medienplattform: Ein System für gerichtete und ungerichtete semantische Suchen.

Tilman Deuschel, Timm Heuss, Bernhard Humm

Inf. Wiss. Prax., 2015

Actually, What Does "Ontology" Mean?

Johannes Busse, Bernhard G. Humm, Christoph Lübbert, Frank Moelter, Anatol Reibold, Matthias Rewald, Veronika Schlüter, Bernhard Seiler, Erwin Tegtmeier, Thomas Zeh

J. Comput. Inf. Technol., 2015

2014

Was bedeutet eigentlich Ontologie? - Ein Begriff aus der Philosophie im Licht verschiedener Disziplinen.

Johannes Busse, Bernhard Humm, Christoph Lübbert, Frank Moelter, Anatol Reibold, Matthias Rewald, Veronika Schlüter, Bernhard Seiler, Erwin Tegtmeier, Thomas Zeh

Inform. Spektrum, 2014

A comparison of NER tools w.r.t. a domain-specific vocabulary.

Timm Heuss, Bernhard Humm, Christian Henninger, Thomas Rippl

Proceedings of the 10th International Conference on Semantic Systems, 2014

Semantically faceted navigation with topic pies.

Tilman Deuschel, Christian Greppmeier, Bernhard G. Humm, Wolfgang Stille

Proceedings of the 10th International Conference on Semantic Systems, 2014

The Digital Online Museum: A new Approach to Experience Virtual Heritage.

Tilman Deuschel, Timm Heuss, Bernhard Humm

Proceedings of the 4th International Workshop on Semantic Digital Archives (SDA 2014) co-located with the International Digital Libraries Conference (DL 2014), 2014

2012

Semantics-Based Business Process Model Similarity.

Bernhard G. Humm, Janina Fengel

Proceedings of the Business Information Systems - 15th International Conference, 2012

2011

Introducing Layers of Abstraction to Semantic Web Programming.

Bernhard G. Humm, Alexey Korobov

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2011 Workshops, 2011

Structure Editors: Old Hat or Future Vision?

Andreas Gomolka, Bernhard Humm

Proceedings of the Evaluation of Novel Approaches to Software Engineering, 2011

Advances in Structure Editors - Do They Really Pay Off?

Andreas Gomolka, Bernhard G. Humm

Proceedings of the ENASE 2011, 2011

2010

Context- and Domain-Aware Semantic Web Services.

Sascha Roth, Bernhard Humm, Michael Rebstock

Proceedings of the Informatiktage 2010, 2010

Commoditization as a Criterion for Semantic Service Provisioning.

Normen Haas, Bernhard Humm, Ingo Stengel, Paul Walsh

Proceedings of the Eighth International Network Conference (INC 2010), 2010

Language-Oriented Programming Via DSL Stacking.

Bernhard G. Humm, Ralf Sascha Engelschall

Proceedings of the ICSOFT 2010, 2010

Pluggable Programming Language Features for Incremental Code Quality Enhancement.

Bernhard G. Humm, Ralf Sascha Engelschall

Proceedings of the Evaluation of Novel Approaches to Software Engineering, 2010

A Plea for Pluggable Programming Language Features.

Bernhard G. Humm, Ralf Sascha Engelschall

Proceedings of the ENASE 2010, 2010

2008

Was ist eigentlich ein Service?

Bernhard Humm

Softwaretechnik-Trends, 2008

A Method for Engineering a True Service-Oriented Architecture.

Gregor Engels, Andreas Hess, Bernhard Humm, Oliver Juwig, Marc Lohmann, Jan-Peter Richter, Markus Voß, Johannes Willkomm

Proceedings of the ICEIS 2008, 2008

2007

Ein praxiserprobtes Rahmenwerk für die technische Anwendungsintegration.

Bernhard Humm, Marc Lohmann, Markus Voß, Johannes Willkomm

Proceedings of the Software Engineering 2007, 2007

Structuring Software Cities A Multidimensional Approach.

Andreas Hess, Bernhard Humm, Markus Voß, Gregor Engels

Proceedings of the 11th IEEE International Enterprise Distributed Object Computing Conference (EDOC 2007), 2007

2006

Regeln für serviceorientierte Architekturen hoher Qualität.

Bernhard Humm, Markus Voß, Andreas Hess

Inform. Spektrum, 2006

Eine Normalform für Services.

Bernhard Humm, Oliver Juwig

Proceedings of the Software Engineering 2006, 2006

2005

Architektur von Data Warehouses und Business Intelligence Systemen.

Bernhard Humm, Frank Wietek

Inform. Spektrum, 2005

Substance, People, and Tools - Knowledge Management at sd&m.

Arnim Buch, Bernhard Humm

Proceedings of the Professional Knowledge Management, Third Biennial Conference, 2005

The Architect's Dilemma - Will Reference Architectures Help?.

Martin Haft, Bernhard Humm, Johannes Siedersleben

Proceedings of the Quality of Software Architectures and Software Quality, 2005

Model-Driven Development - Hot Spots in Business Information Systems.

Bernhard Humm, Ulf Schreier, Johannes Siedersleben

Proceedings of the Model Driven Architecture, 2005

2004

Architekturzentriertes Vorgehen für Integrationsprojekte.

Bernhard Humm, Boris Zech

Proceedings of the 34. Jahrestagung der Gesellschaft für Informatik, 2004

2003

i-Portal-Patterns - Lösungsmuster für wiederkehrende Anforderungen.

Johannes Willkomm, Bernhard Humm

Proceedings of the 33. Jahrestagung der Gesellschaft für Informatik, Innovative Informatikanwendungen, INFORMATIK 2003, Frankfurt am Main, Germany, September 29, 2003

2001

Einführung von OOA-Methoden in einem Großunternehmen.

Bernhard Humm

Softwaretechnik-Trends, 2001

1993

Object-Oriented Extendibility in Hermes or ST, a Transactional Distributed Programming Environment.

Michael Fazzolare, Bernhard G. Humm, R. David Ranson

Proceedings of the Object-Based Distributed Programming, 1993

1992

Object-oriented analysis for telecommunications services.

Bernhard G. Humm, Michael Fazzolare

Proceedings of the 1992 ACM/SIGAPP Symposium on Applied Computing: Technological Challenges of the 1990's, 1992