Publications

2024

Alexander Zender, Bernhard G. Humm, Pia Friehe: Predicting the Optimal Runtime Limit for Meta AutoML. To appear Proceedings of the  8th International Conference on Advances in Artificial Intelligence (ICAAI 2024). Association for Computing Machinery. ACM ISBN 979-8-4007-1801-4. doi.org/10.1145/1122445.1122456

Alexander Zender, Bernhard G. Humm: Benchmarking Meta AutoML. To appear Proceedings of the International Conference on ENTERprise Information Systems (CENTERIS 2024). Procedia Computer Science, ELSEVIER B.V.

Alexander Zender, Bernhard G. Humm, Anna Holzheuser: Successfully Improving the User Experience of an Artificial Intelligence System. In Marek Bolanowski, Maria Ganzha, Leszek Maciaszek, Marcin Paprzycki, Dominik Ślęzak (eds.): Proceedings of the 19th Conference on Computer Science and Intelligence Systems (FedCSIS 2024). Annals of Computer Science and Information Systems Volume 39, pp. 253-258. Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland. ISSN 2300-5963

2023

Thomas Hoppe, Bernhard Humm, Anatol Reibold (Hrsg.): Wissensbasierte KI-Anwendungen: Methodik, Technologie, Betriebliche Nutzung. Springer Vieweg, Berlin und Heidelberg, Deutschland, 2023. DOI: https://doi.org/10.1007/978-3-662-68002-5, ISBN 978-3-662-68001-8, eBook ISBN: 978-3-662-68002-5

Bernhard Humm: Data Science von Praktikern für Praktiker: Projekte, Methoden, Prozesse. Rezension von Lothar Blum (Hrsg.): Angewandte Data Science. Informatik Spektrum (2023), Springer-Verlag Deutschland.  ISSN: 1432-122X. https://doi.org/10.1007/s00287-023-01552-w

Alexander Zender, Bernhard G. Humm, Tim Pachmann: Improving the Efficiency of Meta AutoML via Rule-based Training Strategies. In Maria Ganzha, Leszek Maciaszek, Marcin Paprzycki, Dominik Ślęzak (Eds.): Proceedings of the 18th Conference on Computer Science and Intelligence Systems. Annals of Computer Science and Information Systems vol. 35, pp. 235–246. IEEE 2023. ISBN 978-83-967447-8-4, http://dx.doi.org/10.15439/2023F708

Lisa Brand, Bernhard G. Humm, Andrea Krajewski, Alexander Zender: Towards Improved User Experience for Artificial Intelligence Systems. In: Iliadis, L., Maglogiannis, I., Alonso, S., Jayne, C., Pimenidis, E. (eds) Engineering Applications of Neural Networks. EANN 2023. Communications in Computer and Information Science, vol 1826, 2023. Springer, Cham. https://doi.org/10.1007/978-3-031-34204-2_4

Christian Goetz, Bernhard Humm. "Decentralized Real-Time Anomaly Detection in Cyber-Physical Production Systems under Industry Constraints" Sensors Journal, Volume 23, No. 9: 4207. MDPI Publishing 2023. https://doi.org/10.3390/s23094207

Christian Goetz, Bernhard G. Humm. Unsupervised Process Anomaly Detection Under Industry Constraints in Cyber-Physical Systems Using Convolutional Autoencoder. In: Chatterjee, P., Pamucar, D., Yazdani, M., Panchal, D. (eds) Computational Intelligence for Engineering and Management Applications. Lecture Notes in Electrical Engineering, vol 984, 2023. Springer, Singapore. https://doi.org/10.1007/978-981-19-8493-8_49

2022

Bernhard G. Humm. Effective Learning with Fun: openArtBrowser. In Arnd Steinmetz, Dorina Kaiser (Eds). Proceedings of the GPEA Polytechnic Summit 2022, Darmstadt, Germany, June 28-30, 2022, pp 154-161. EUt+ Academic Press, 2023. doi: https://doi.org/10.21427/6v5r-gb87

Bernhard G. Humm, Phil Archer, Hermann Bense, Carolynn Bernier, Christian Goetz, Thomas Hoppe, Fabienne Schumann, Melanie Siegel, Rigo Wenning, Alexander Zender: New directions for applied knowledge-based AI and machine learning. Selected results of the 2022 Dagstuhl Workshop on Applied Machine Intelligence. Informatik Spektrum, Springer Nature, 2022. DOI https://doi.org/10.1007/s00287-022-01513-9

Lukas Kaupp, Kawa Nazemi, Bernhard Humm. "Evaluation of the Flourish Dashboard for Context-Aware Fault Diagnosis in Industry 4.0 Smart Factories" Electronics 11, no. 23: 3942, 2022. https://doi.org/10.3390/electronics11233942

Lukas Kaupp, Bernhard Humm, Kawa Nazemi, Stephan Simons: Autoencoder-Ensemble-Based Unsupervised Selection of Production-Relevant Variables for Context-Aware Fault Diagnosis. Sensors Journal, Volume 22, Issue 21, Special Issue on Advanced Sensing and Machine Learning Techniques in Process Monitoring and Fault Diagnosis, MDPI Publishing 2022. https://doi.org/10.3390/s22218259

Zender, Alexander and Humm, Bernhard G.: Ontology-based Meta AutoML. Integrated Computer-Aided Engineering, Volume 29, Issue 4, 2022, pp 351–366. DOI https://doi.org/10.3233/ICA-220684 

Lukas Kaupp, Kawa Nazemi, Bernhard Humm: Context-Aware Diagnosis in Smart Manufacturing: TAOISM, An Industry 4.0-Ready Visual Analytics Model. In Boris Kovalerchuk, Kawa Nazemi, Razvan Andonie, Nuno Datia, Ebad Banissi (Eds.): Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery. Springer Nature Switzerland AG. ISBN 978-3-030-93118-6 ISBN 978-3-030-93119-3 (eBook) https://doi.org/10.1007/978-3-030-93119-3

2021

Bernhard Humm, Jan Schmidt, Karsten Wendland, Stephan Lingner: "KI-Systeme. Aktuelle Trends und Entwicklungen aus Perspektive der Technikfolgenabschätzung". In "KI-Systeme gestalten und erfahren - Konzepte, Werte, Anwendungen". Sonderheft TATuP: Zeitschrift für Technikfolgenabschätzung 3/2021, oekom GmbH, München, Germany 2021, https://doi.org/10.14512/tatup.30.3.10

Bernhard Humm, Jan Schmidt, Karsten Wendland, Stephan Lingner (Hrsg.): "KI-Systeme gestalten und erfahren - Konzepte, Werte, Anwendungen". Sonderheft TATuP: Zeitschrift für Technikfolgenabschätzung 3/2021, oekom GmbH, München, Germany 2021, https://doi.org/10.14512/tatup.30.3.10  

Carl Friedrich Gethmann, Peter Buxmann, Julia Distelrath, Bernhard G. Humm, Stephan Lingner, Verena Nitsch, Jan C. Schmidt, Indra Spiecker genannt Döhmann: Künstliche Intelligenz in der Forschung - Neue Möglichkeiten und Herausforderungen für die Wissenschaft. Springer Verlag Berlin, Germany, 2021. ISBN 978-3-662-63448-6, https://doi.org/10.1007/978-3-662-63449-3 .

Hermann Bense, Bernhard G. Humm:  An Extensible Approach to Multi-level Ontology Modelling.  In Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 3: KMIS 2021, ISBN 978-989-758-533-3, ISSN 2184-3228, pages 184-193. DOI: 10.5220/0010684200003064

Bernhard G. Humm, Alexander Zender: An Ontology-Based Concept for Meta AutoML. In I. Maglogiannis et al. (Eds.): Artificial Intelligence Applications and Innovations (AIAI 2021), IFIP AICT 627, pp. 117–128, IFIP International Federation for Information Processing 2021, published by Springer Nature Switzerland AG 2021. https://doi.org/10.1007/978-3-030-79150-6_10 

Jürgen Bock, Daniel Braun, Jens Hülsmann, Bernhard Humm, Ute Brigitta Schmidt, Fabienne Schumann: ProDok 4.0 – Intelligente Technische Dokumentation für Industrie 4.0. In: Beverungen D., Schumann J.H., Stich V., Strina G. (Eds.) Dienstleistungsinnovationen durch Digitalisierung. Springer Gabler, Berlin, Heidelberg, 2021. https://doi.org/10.1007/978-3-662-63099-0_10

Bernhard G. Humm, Hermann Bense, Michael Fuchs, Benjamin Gernhardt, Matthias Hemmje, Thomas Hoppe, Lukas Kaupp, Sebastian Lothary, Kai-Uwe Schäfer, Bernhard Thull, Tobias Vogel & Rigo Wenning: Machine intelligence today: applications, methodology, and technology. Hauptbeitrag Informatik Spektrum 44, 104–114, Springer Verlag Heidelberg, Germany, 2021. https://doi.org/10.1007/s00287-021-01343-1. 

Lukas Kaupp, Heiko Webert, Kawa Nazemi, Bernhard Humm, Stephan Simons: CONTEXT: An Industry 4.0 Dataset of Contextual Faults in a Smart Factory. Procedia Computer Science, Vol. 180, 2021,pp. 492-501, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2021.01.265.

2020

Lukas Kaupp, Kawa Nazemi, Bernhard G. Humm: "An Industry 4.0-Ready Visual Analytics Model for Context-Aware Diagnosis in Smart Manufacturing," 2020 24th International Conference Information Visualisation (IV), 2020, pp. 350-359, doi: 10.1109/IV51561.2020.00064, IEEE, https://ieeexplore.ieee.org/document/9373164.

Thomas Hoppe, mit Beiträgen von Bernhard Humm: Semantische Suche - Grundlagen und Methoden semantischer Suche von Textdokumenten. Springer Vieweg Verlag, Germany, 2020. ISBN 978-3-658-30426-3.  

Bernhard G Humm: Applied Artificial Intelligence - An Engineering Approach. Second Edition. Independently published at Amazon KDP, 2020. Print ISBN: 979-8635591154.

Bernhard Humm, Hermann Bense, Jürgen Bock, Mario Classen, Oren Halvani, Christian Herta, Thomas Hoppe, Oliver Juwig,  Melanie Siegel: Applying machine intelligence in practice - Selected results of the 2019 Dagstuhl Workshop on Applied Machine Intelligence. Informatik Spektrum (2020), Springer Nature Switzerland AG. https://doi.org/10.1007/s00287-020-01259-2.

Bernhard G. Humm, Marco Hutter: Learning Patterns for Complex Event Detection in Robot Sensor Data. In Bernabé Dorronsoro, Patricia Ruiz, Juan Carlos de la Torre, Daniel Urda, El-Ghazali Talbi (Eds.): Optimization and Learning - Proceedings of the Third International Conference on Optimization and Learning (OLA 2020), Cádiz, Spain, February 17–19, 2020. Springer Nature Switzerland AG. ISBN: 978-3-030-41913-4.

Bernhard G. Humm: Fascinating with Open Data: openArtBrowser. In Adrian Paschke, Clemens Neudecker, Georg Rehm, Jamal Al Qundus, Lydia Pintscher (Eds.): Proceedings of the Conference on Digital Curation Technologies (Qurator 2020). CEUR Workshop Proceedings Vol-2535, urn:nbn:de:0074-2535-7. Berlin, Germany, 2020.
 

2019

Bernhard G. Humm, Guglielmo van der Meer: Detecting Domain-Specific Events Based on Robot Sensor Data. In Proceedings of the 16th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2019) - Volume 1, pages 398-405. Prague, Czech Republic, July 2019. ISBN: 978-989-758-380-3

Lukas Kaupp, Ulrich Beez, Jens Huelsmann, Bernhard G. Humm: Outlier Detection in Temporal Spatial Log Data using Autoencoder for Industry 4.0. Proceedings of the 20th International Conference on Engineering Applications of Neural Networks (EANN 2019), Crete, Greece 24-26 May 2019.

Udo Bleimann, Dirk Burkhardt, Bernhard Humm, Robert Löw, Stefanie Regier, Ingo Stengel, Paul Walsh (Eds): Proceedings of the 5th Collaborative European Research Conference (CERC 2019). Darmstadt, Germany, March 29-30, 2019. CEUR Workshop Proceedings Vol-2348. urn:nbn:de:0074-2348-5. http://ceur-ws.org/Vol-2348/  

Bernhard G. Humm, Hermann Bense, Mario Classen, Stefan Geißler, Thomas Hoppe, Oliver Juwig, Adrian Paschke, Ralph Schäfermeier, Melanie Siegel, Frauke Weichhardt, Rigo Wenning: Current trends in applied machine intelligence. Hauptbeitrag Informatik Spektrum Vol. 42, No. 1, pp 28-37. Springer Verlag Berlin, Heidelberg, Feb 2019. DOI: 10.1007/s00287-018-01127-0, ISSN: 0170-6012  . http://link.springer.com/article/10.1007/s00287-018-01127-0  

2018

Martin Bohus, Stephan Gimbel, Nora Goerg, Bernhard G. Humm, Martin Schüller, Marc Steffens, Ruben Vonderlin: Improving Machine Learning Prediction Performance for Premature Termination of Psychotherapy. In: Agre G., van Genabith J., Declerck T. (eds) Artificial Intelligence: Methodology, Systems, and Applications. AIMSA 2018. Lecture Notes in Computer Science, vol 11089. Springer, Cham.  DOI: https://doi.org/10.1007/978-3-319-99344-7_13, Print ISBN: 978-3-319-99343-0,  Online ISBN: 978-3-319-99344-7.

Wolfram Bartussek, Hermann Bense, Thomas Hoppe, Bernhard G. Humm, Anatol Reibold, Ulrich Schade, Melanie Siegel, Paul Walsh: Introduction to Semantic Applications. In: Thomas Hoppe, Bernhard G. Humm, Anatol Reibold (Eds.): Semantic Applications - Methodology, Technology, Corporate Use. pp. 1-12. Springer Verlag, Berlin, 2018. ISBN 978-3-662-55432-6.

 Bernhard G. Humm, Paul Walsh: Personalised Clinical Decision Support for Cancer Care. In: Thomas Hoppe, Bernhard G. Humm, Anatol Reibold (Eds): Semantic Applications - Methodology, Technology, Corporate Use. pp. 125-143. Springer Verlag, Berlin, 2018. ISBN 978-3-662-55432-6.

 Ulrich Beez, Lukas Kaupp, Tilman Deuschel, Bernhard G. Humm, Fabienne Schumann, Jürgen Bock, Jens Hülsmann: Context-Aware Documentation in the Smart Factory. In: Thomas Hoppe, Bernhard G. Humm, Anatol Reibold (Eds.): Semantic Applications - Methodology, Technology, Corporate Use. pp. 163-180. Springer Verlag, Berlin, 2018. ISBN 978-3-662-55432-6.

 Bernhard G. Humm, Hesam Ossanloo: Domain-Specific Semantic Search Applications: Example SoftwareFinder. In: Thomas Hoppe, Bernhard G. Humm, Anatol Reibold (Eds.): Semantic Applications - Methodology, Technology, Corporate Use. pp. 243-258. Springer Verlag, Berlin, 2018. ISBN 978-3-662-55432-6.

 Thomas Hoppe, Bernhard G. Humm, Anatol Reibold (Eds.): Semantic Applications - Methodology, Technology, Corporate Use.  Springer Verlag, Berlin, 2018. ISBN 978-3-662-55432-6. 

 
2017

 Martin Bohus, Tilman Deuschel, Stephan Gimbel, Nora Görg, Bernhard G. Humm, Martin Schüller, Erdem Turan: Predicting Premature Termination of Treatment in Psychotherapy for Borderline Personality Disorder. In: Udo Bleimann, Bernhard Humm, Robert Loew, Stefanie Regier, Ingo Stengel, Paul Walsh (Eds): Proceedings of the Collaborative European Research Conference (CERC 2017), pp 168-177, Karlsruhe, Germany, 22-23 September 2017. ISSN: 2220-4164. Most innovative paper award, CERC 2017.

  Ulrich Beez, Jürgen Bock, Tilman Deuschel, Bernhard G. Humm, Lukas Kaupp, Fabienne Schumann: Context-Aware Documentation in the Smart Factory. In: Udo Bleimann, Bernhard Humm, Robert Loew, Stefanie Regier, Ingo Stengel, Paul Walsh (Eds): Proceedings of the Collaborative European Research Conference (CERC 2017), pp 26-37, Karlsruhe, Germany, 22-23 September 2017. ISSN: 2220-4164.

 Lukas Kaupp, Ulrich Beez, Bernhard G. Humm, Jens Hülsmann: From Raw Data to Smart Documentation: Introducing a Semantic Fusion Process. In: Udo Bleimann, Bernhard Humm, Robert Loew, Stefanie Regier, Ingo Stengel, Paul Walsh (Eds): Proceedings of the Collaborative European Research Conference (CERC 2017), pp 83-94, Karlsruhe, Germany, 22-23 September 2017. ISSN: 2220-4164.

 Matthias Coym, Bernhard G. Humm, Patrick Spitzer, Paul Walsh: A Dynamic Product Line for an Electronic Health Record Management System for Cancer Care. In: Udo Bleimann, Bernhard Humm, Robert Loew, Stefanie Regier, Ingo Stengel, Paul Walsh (Eds): Proceedings of the Collaborative European Research Conference (CERC 2017), pp 134-141, Karlsruhe, Germany, 22-23 September 2017. ISSN: 2220-4164.

 Bernhard G. Humm, Fabian Lamba, Tino Landmann, Marc Steffens, Paul Walsh: Evidence-Based Medical Recommendations for Personalized Medicine. In: Udo Bleimann, Bernhard Humm, Robert Loew, Stefanie Regier, Ingo Stengel, Paul Walsh (Eds): Proceedings of the Collaborative European Research Conference (CERC 2017), pp 147-155, Karlsruhe, Germany, 22-23 September 2017. ISSN: 2220-4164.

  Bernhard G. Humm, Hesam Ossanloo: Cost-Effective Semi-Automatic Ontology Development from Large Domain Terminology. In: Udo Bleimann, Bernhard Humm, Robert Loew, Stefanie Regier, Ingo Stengel, Paul Walsh (Eds): Proceedings of the Collaborative European Research Conference (CERC 2017), pp 73-82, Karlsruhe, Germany, 22-23 September 2017. ISSN: 2220-4164.

 Udo Bleimann, Bernhard Humm, Robert Loew, Stefanie Regier, Ingo Stengel, Paul Walsh (Eds): Proceedings of the Collaborative European Research Conference (CERC 2017), Karlsruhe, Germany, 22-23 September 2017. ISSN: 2220-4164.

2016

 Hermann Bense, Benjamin Gernhardt, Peter Haase, Thomas Hoppe, Matthias Hemmje, Bernhard Humm, Adrian Paschke, Ulrich Schade, Ralph Schäfermeier, Michael Schmidt, Melanie Siegel, Tobias Vogel, Rigo Wenning: Emerging Trends in Corporate Semantic Web - Selected Results of the 2016 Dagstuhl Workshop on Corporate Semantic Web. Informatik Spektrum 39/6 2016, pp 474-480. Springer Verlag, Heidelberg, Germany.

 Bernhard G. Humm and Hesam Ossanloo (2016). A Semantic Search Engine for Software Components. In: Pedro Isaías (Ed.): Proceedings of the International Conference WWW/Internet 2016, IADIS Press, pp 127-135, Mannheim, Germany, ISBN 978-989-8533-57-9. 

 Johannes Idelhauser, Ulrich Beez, Bernhard G. Humm, Paul Walsh: A Clinical Decision Support System for Personalized Medicine. In: U. Bleimann, B. Humm, R. Loew, I. Stengel, P. Walsh (Eds): Proceedings of the 2016 European Collaborative Research Conference (CERC 2016), pp 132 - 145. Cork, Ireland, 2016. ISSN  2220 - 4164.

 U. Bleimann, B. Humm, R. Loew, I. Stengel, P. Walsh (Eds): Proceedings of the 2016 European Collaborative Research Conference (CERC 2016), pp 132 - 145. Cork, Ireland, 2016. ISSN 2220 - 4164.

  Timm Heuss, Janina Fengel, Bernhard Humm, Bettina Harriehausen-Mühlbauer, Shirley Atkinson: A Field Study on Linked and Open Data at Datahub.io. In Sergej Alekseev, Paul Dowland, Bogdan Ghita, Oliver SChneider (Eds.): Proceeding of the 11th International Network Conference 2016 (INC2016), Frankfurt, Germany, 19-21 July 2016. ISBN 978-1-84102-410-3.

2015

 Thomas Hoppe , Bernhard Humm , Ulrich Schade , Timm Heuss , Matthias Hemmje , Tobias Vogel , Benjamin Gernhardt: "Corporate Semantic Web – Applications, Technology, Methodology". Informatik Spektrum, Springer Verlag, Heidelberg 2015,  DOI 10.1007/s00287-015-0939-0. link.springer.com/article/10.1007%2Fs00287-015-0939-0 .

 Bernhard G. Humm, Paul Walsh: "Flexible yet Efficient Management of Electronic Health Records". In: Hamid R. Arabnia, Leonidas Deligiannidis, Quoc-Nam Tran (Eds): Proceedings of the 2015 International Conference on Computational Science and Computational Intelligence. Las Vegas, Nevada, USA, 7-9 Decemeber 2015. IEEE Conference Publishing Services 2015. ISBN 978-1-4673-9795-7/15, DOI 10.1109/CSCI.2015.84.

 Ulrich Beez, Bernhard G. Humm, Paul Walsh: "Semantic AutoSuggest for Electronic Health Records". In: Hamid R. Arabnia, Leonidas Deligiannidis, Quoc-Nam Tran (Eds): Proceedings of the 2015 International Conference on Computational Science and Computational Intelligence. Las Vegas, Nevada, USA, 7-9 Decemeber 2015. IEEE Conference Publishing Services 2015. ISBN 978-1-4673-9795-7/15, DOI 10.1109/CSCI.2015.85.

Tilman Deuschel, Timm Heuss, Bernhard Humm: "Die Medienplattform: Ein System für gerichtete und ungerichtete semantische Suchen" (in German). In Marlies Ockenfeld (Editor in Chief): Information. Wissenschaft & Praxis 66(4): pp 201–206. De Gruyter 2015. 

 Börteçin Ege, Bernhard Humm, Anatol Reibold (Editors): "Corporate Semantic Web – Wie semantische Anwendungen in Unternehmen Nutzen stiften" (in German). Springer-Verlag, 2015. ISBN 978-3-642-54885-7.

 Bernhard Humm, Timm Heuss: "Schlendern durch digitale Museen und Bibliotheken - Vom Umgang mit riesigen semantischen Daten" (in German). In Börteçin Ege, Bernhard Humm, Anatol Reibold (Editors): Corporate Semantic Web". Springer-Verlag, 2015. ISBN 978-3-642-54885-7. 

 Bernhard Humm, Oliver Juwig: "Semantische Beratung im Tourismus-Sektor - Im Zentrum steht das Vokabular" (in German). In Börteçin Ege, Bernhard Humm, Anatol Reibold (Editors): Corporate Semantic Web". Springer-Verlag, 2015. ISBN 978-3-642-54885-7. 

 Bernhard Humm, Börteçin Ege, Anatol Reibold: "Corporate Semantic Web – Wie semantische Anwendungen in Unternehmen Nutzen stiften" (in German). In Börteçin Ege, Bernhard Humm, Anatol Reibold (Editors): Corporate Semantic Web". Springer-Verlag, 2015. ISBN 978-3-642-54885-7.  

 Johannes Busse, Bernhard Humm, Christoph Lübbert, Frank Moelter, Anatol Reibold, Matthias Rewald, Veronika Schlüter, Bernhard Seiler, Erwin Tegtmeier, Thomas Zeh: "Actually, What Does “Ontology” Mean? A Term Coined by Philosophy in the Light of Different Scientific Disciplines". Journal of Computing and Information Technology - CIT 23, 2015, 1, 29–41. doi:10.2498/cit.1002508.

 Timm Heuss, Bernhard Humm, Tilman Deuschel, Torsten Fröhlich, Thomas Herth, Oliver Mitesser: Semantically Guided, Situation-Aware Literature Research. Workshop on User Interaction built on Library Linked data (UILLD 2013), Pre-conference to the 79th World Library and Information Conference, Singapore, 2013. In H.G. Cervone, L. G. Svensson (Eds): "Linked Data and User Interaction", pp 66-84. Walter De Gruyter GmbH,  Berlin / Boston, 2015. ISBN: 978-3-11-031692-6

2014

 Tilman Deuschel, Timm Heuss, Bernhard Humm: "The Digital Online Museum". Proceedings of the 4th International Workshop on Semantic Digital Archives (SDA 2014). London, UK, September 2014.

 Timm Heuss, Bernhard Humm, Christian Henniger, Thomas Rippl: "A Comparison of NER Tools w.r.t. Domain-Specific Vocabularies". Proceedings of the 10th International Conference on Semantic Systems (SEMANTiCS 2014), Leipzig, Germany. ACM Press New York, USA, 2014. ISBN: 978-1-4503-2927-9, DOI: 10.1145/2660517.2660522 .

 Tilman Deuschel, Christian Greppmeier, Bernhard Humm, Wolfgang Stille: "Semantically Faceted Navigation with Topic Pies". Proceedings of the 10th International Conference on Semantic Systems (SEMANTiCS 2014), Leipzig, Germany. ACM Press New York, USA, 2014. ISBN: 978-1-4503-2927-9, DOI: 10.1145/2660517.2660520 .

 Tilman Deuschel, Timm Heuss, Bernhard Humm, Torsten Fröhlich: "Finding without Searching - A Serendipity-based Approach for Digital Cultural Heritage". Proceedings International Conference on Digital Intelligence (DI 2014), Nantes, France, 2014.

 Martin Swientek, Bernhard Humm, Paul Dowland, Udo Bleimann: "An Adaptive Middleware for Near-Time Processing of Bulk Data". In Proceedings of The Sixth International Conference on Adaptive and Self-Adaptive Systems and Applications (ADAPTIVE 2014), pp 37-41, ISSN: 2308-4146, ISBN: 978-1-61208-341-4. Venice, Italy 2014.

2013

Chantal Eschenfelder, Karsten Gresch, Thorsten Fröhlich, Bernhard Humm, Thorsten Greiner, Peter Eierdanz, Frank Blumenberg: "The other way round: from semantic search to collaborative curation". Nordic Digital Excellence in Museums Conference (NODEM 2013), Stockholm, Sweden, Dec. 2013.

 Aisling O’ Driscoll, Udo Bleimann, Patrick Bours, Bernhard Humm, Ingo Stengel, Paul Walsh (Co-Chairs): Proceedings of the 4th Collaborative European Research Conference (CERC 2013), Cork, Ireland, 2013. ISSN: 2220-4164.

2012

 Johannes Busse, Bernhard Humm, Christoph Lübbert, Frank Moelter, Anatol Reibold, Matthias Rewald, Veronika Schlüter, Bernhard Seiler, Erwin Tegtmeier, Thomas Zeh: Was bedeutet eigentlich Ontologie? - Ein  Begriff  aus  der  Philosophie  im  Licht  verschiedener  Disziplinen. Informatik-Spektrum, Vol. 37 / 4 (2014), pp. 286-297 Springer Verlag 2014.  DOI: 10.1007/s00287-012-0619-2 (2012).

 Bernhard G. Humm, Janina Fengel: Assessing Semantic Consistency of Business Process Models. Proceedings of the International Conference on Business Information Systems (ICBIS 2012), World Academy of Science, Engineering and Technology, Issue 66, pp 321-326. Paris, France, 2012.

 T. Neef, S. Morana, B. G. Humm: A Criteria-Driven Method for Architecting Domain-Specific IE Applications. In P. Bours, B. Humm, R. Loew, I. Stengel, P. Walsh (Eds): Proceedings of the 3rd Collaborative European Research Conference (CERC 2012), pp. 21-28, Darmstadt, Germany, 2012.

 P. Bours, B. Humm, R. Loew, I. Stengel, P. Walsh (Eds): Proceedings of the 3rd Collaborative European Research Conference (CERC 2012), Darmstadt, Germany, 2012. ISSN 2220 - 4164.

 Bernhard G. Humm, Janina Fengel: Semantics-Based Business Process Model Similarity. In W. Abramowicz, D. Krikscieuniene, V. Sakalauskas: Proceedings of the 15th International Conference on Business Information Systems (BIS 2012, Vilnius, Lithuania), pp36 - 47, Lecture Notes in Information Processing (LNBIP 117), Springer Verlag, 2012.

 Andreas Gomolka, Bernhard Humm: Structure Editors: Old Hat or Future Vision?. In Communications in Computer and Information Science series, Volume 0275, pp 82 - 97, Springer Verlag, 2012.

2011

 Paul S. Dowland, Vic Grout, Bernhard G. Humm, Martin H. Knahl (Eds.): Proceedings of the 7th Collaborative Research Symposium on Security, E-learning, Internet and Networking (SEIN 2011), Furtwangen, Germany, 2011. ISBN: 978-1-84102-295-6

 Bernhard G. Humm, Ralf S. Engelschall: Pluggable Programming Language Features for Incremental Code Quality Enhancement. In L.A. Maciaszek and P. Loucopoulos (Eds.): Evaluation of Novel Approaches to Software Engineering (ENASE 2010), Communications in Computer and Information Science (CCIS) Vol. 230, pp. 1–15. Springer Verlag Berlin Heidelberg, 2011.

 Bernhard G. Humm, Alexey Korobov: Introducing Layers of Abstraction to Semantic Web Programming. 7th International IFIP Workshop on Semantic Web & Web Semantics (SWWS 2011), Crete, Greece, 2011. In: R. Meersman, T. Dillon, and P. Herrero (Eds.): OTM 2011 Workshops, Lecture Notes in Computer Science (LNCS) 7046, pp. 412-423. Springer, Heidelberg (2011). 

 Andreas Gomolka, Bernhard G. Humm: Advances in Structure Editors - do they really pay off? . In Leszek Maciaszek and Kang Zhang (Eds.): Proceedings of the 6th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE 2011), pp. 60-69, Bejing, China, June, 2011

  Ingo Stengel, Udo Bleimann, Bernhard G. Humm, Paul Walsh (Eds.): Proceedings of CERC2011 - Collaborative European Research Conference, Cork, Ireland, 2011. ISSN: 2220-4164.

2010

 Paul S. Dowland, Bernhard G. Humm, Martin H. Knahl (Eds.): Proceedings of the 6th Collaborative Research Symposium on Security, E-Learning, Internet and Networking (SEIN 2010), Plymouth, UK, 2010. ISBN: 978-1-84102-269-7

Bernhard Humm: Leserbrief zu Niklas Schlimm "Serviceorientierte Architektur - eine Standortanalyse" (letter to the editor re: "Service-Oriented Architecture - An Analysis" in German). Informatik Spektrum 33/5, October 2010, pp. 533-534. Springer Verlag, 2010.

 Bernhard G. Humm, Ralf S. Engelschall: Language-Oriented Programming via DSL Stacking. In José Cordeiro, Maria Virvou, Boris Shishkov (Eds.): Proceedings of the 5th International Conference on Software and Data Technologies (ICSOFT 2010), Vol. 2, pp. 279 - 287. Athens, Greece, July 2010.

 Bernhard G. Humm, Ralf S. Engelschall: A Plea for Pluggable Programming Language Features. In Pericles Loucopoulos, Leszek Maciaszek (Eds.): Proceedings of the 5th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE 2010), pp. 5-11. Athens, Greece, July 2010 (Best paper award).

 Normen Haas, Bernhard Humm, Ingo Stengl, Paul Walsh: Commoditisation as a Criterion for Semantic Service Provisioning. In Udo G. Bleimann, Paul S. Dowland, Steven M. Furnell, Oliver Schneider (Eds): Proceedings of the 8th International Network Conference (INC 2010), pp 335-344. Heidelberg, Germany, July, 2010.

  Sascha Roth, Bernhard Humm, Michael Rebstock: Context- and Domain-Aware Semantic Web Services. In: Gesellschaft für Informatik (Hrsg.): Informatiktage 2010 - Fachwissenschaftlicher Informatik-Kongress, pp 93 - 96. Lecture Notes in Informatics (LNI) - Seminars. March, 2010.

2009

 Normen Haas, Bernhard Humm, Ingo Stengel, Paul Walsh: Commoditization as a Criterion for Autonomous Application Service Provisioning. Proceedings Fifth Collaborative Research Symposium on Security, E-learning, Internet and Networking (SEIN 2009), pp. 99 - 109. Darmstadt, November 2009.

 M. Swientek, U. Bleimann, P. Dowland, B. Humm: A SOA Middleware for High-Performance Communication. Proceedings Fifth Collaborative Research Symposium on Security, E-learning, Internet and Networking (SEIN 2009), pp. 123 - 133. Darmstadt, November 2009.

2008

 Gregor Engels, Andreas Hess, Bernhard Humm, Oliver Juwig, Marc Lohmann, Jan-Peter Richter, Markus Voß, Johannes Willkomm: Anwendungslandschaften serviceorientiert gestalten ("Engineering application landscapes the service-oriented way" - in German). Ralf Reussner, Wilhelm Hasselbring (Hrsg.): Handbuch der Softwarearchitektur ("The handbook of software architecture"), 2. Auflage. S. 151 - 178. dpunkt-Verlag, Dezember 2008.

 Bernhard Humm: Was ist eigentlich ein Service? ("Actually, what is a service?" - in German). GI-Workshop Software Architektur 2008. Softwaretechnik-Trends Band 28, Heft 4, S. 8-11. Gesellschaft für Informatik, Nov. 2008.

 Gregor Engels, Andreas Hess, Bernhard Humm, Oliver Juwig, Marc Lohmann, Jan-Peter Richter, Markus Voß, Johannes Willkomm: A Method for Engineering a true Service-Oriented Architecture. In José Cordeiro, Joaquim Filipe (Eds.): Proceedings of the 10th International Conference on Enterprise Information Systems (ICEIS 2008), Volume 2 Information Systems Analysis and Specification, pp. 272 - 281. Barcelona, Spain, 2008.

 Gregor Engels, Andreas Hess, Bernhard Humm, Oliver Juwig, Marc Lohmann, Jan-Peter Richter, Markus Voß, Johannes Willkomm: Quasar Enterprise – Anwendungslandschaften serviceorientiert gestalten ("Quasar Enterprise - engineering application landscapes the service-oriented way" - in German). dpunkt-Verlag, Heidelberg, Germany 2008. ISBN 978-3-89864-506-5.

2007

 Andreas Hess, Bernhard Humm, Markus Voß, Gregor Engels: Structuring Software Cities - A Multidimensional Approach. Proceedings of the 11th IEEE International EDOC Enterprise Computing Conference, Annapolis, Maryland, USA, pp. 122-129. IEEE Press, 2007.

 Bernhard Humm, Marc Lohmann, Markus Voß, Johannes Willkomm: Ein praxiserprobtes Rahmenwerk für die technische Anwendungsintegration ("A framework for technical application integration, proven in practise" - in German). In: Bleek, W.-G., Schwentner, H., Züllighoven, H. (Hrsg.): Software Engineering 2007 - Beiträge zu den Workshops. Lecture Notes in Informatics, Band 106, Gesellschaft für Informatik, 2007.

2006

 Andreas Hess, Bernhard Humm, Markus Voß: Regeln für serviceorientierte Architekturen hoher Qualität ("Rules for service-oriented architectures of high quality" - in German). Hauptbeitrag Informatik Spektrum Heft 6/2006, Springer Verlag. Dezember 2006. 

 Markus Voß, Andreas Hess, Bernhard Humm: Towards a Framework for Large Scale Quality Architecture. In: Hofmeister, Ch., et. al. (Eds.): Perspectives in Software Quality - Short Papers of the 2nd International Conference on the Quality of Software Architectures (QoSA), Interner Bericht 2006-10, Universität Karlsruhe, Fakultät für Informatik, ISSN 1432-7864, 2006.

 Bernhard Humm, Oliver Juwig: Eine Normalform für Services ("A normal form for services" - in German). In: Bettina Biel, Matthias Book, Vorker Gruhn (Hrsg.): Software Engineering 2006. GI Edition Lecture Notes in Informatics (LNI) P-79, S. 99-110. Gesellschaft für Informatik, 2006.

2005

 Bernhard Humm, Ulf Schreier, Johannes Siedersleben: Model-Driven Development – Hot Spots in Business Information Systems. In: A. Hartman and D. Kreische (Eds.): Proceedings of the European Conference on Model Driven Architecture (ECMDA-FA 2005), Lecture Notes in Computer Science 3748, pp. 103 – 114, 2005. Springer-Verlag Berlin Heidelberg 2005.

 Martin Haft, Bernhard Humm, Johannes Siedersleben: The Architect’s Dilemma – Will Reference Architectures Help? In: R. Reussner et al. (Eds.): Quality of Software Architectures and Software Quality (QoSA-SOQUA 2005), Lecture Notes in Computer Science 3712, pp. 106 – 122, 2005. Springer-Verlag Berlin Heidelberg 2005.

 Arnim Buch, Bernhard Humm: Substance, People, Tools – Knowledge Management at sd&m. In: Klaus-Dieter Althoff, Andreas Dengel, Ralph Bergmann, Markus Nick, Thomas Roth-Berghofer (Eds): Professional Knowledge Management: Third Biennial Conference, WM 2005, Kaiserslautern, Germany, April 10-13, 2005, Revised Selected Papers. Lecture Notes in Computer Science, Volume 3782/2005, pp. 82 - 85. Springer-Verlag Berlin Heidelberg 2005.

 Bernhard Humm, Frank Wietek: Architektur von Data Warehouses und Business Intelligence Systemen ("Architecture of data warehouses and business intelligence systems" - in German). Hauptbeitrag Informatik Spektrum 3/05, S. 3-14, Springer Verlag. 2005.

2000 - 2004

Arnim Buch, Bernhard Humm: Management der Wissenden ("Managing knowledge workers" - in German). sd&m-Kundenmagazin m&it, 1/2004. Oktober 2004.

 Bernhard Humm: Technische Open Source Komponenten implementieren die Referenzarchitektur Quasar ("Technical open source components implement the Quasar reference architecture" - in German). In: Helmut Eirund, Heinrich Jasper, Olaf Zukunft: ISOS 2004 - Informationsysteme mit Open Source, Tagungsband GI-Workshop 16.-17.9.2004. S. 77-87. Gesellschaft für Informatik 2004.

 Boris Zech, Bernhard Humm: Architekturzentriertes Vorgehen für Integrationsprojekte ("An architecture-centered methodology for integrations projects" - in German). In: Peter Dadam, Manfred Reichert (Eds.): INFORMATIK 2004 - Informatik verbindet, Band 2, Beiträge der 34. Jahrestagung der Gesellschaft für Informatik e.V. (GI), Ulm, 20.-24. September 2004. Lecture Notes of Informatics 51. S. 111-116. Gesellschaft für Informatik 2004.

 Johannes Willkomm, Bernhard Humm: i-Portal-Patterns – Lösungsmuster für wiederkehrende Anforderungen ("Integration patterns for interneet portals" - in German). In: Klaus R. Dittrich, Wolfgang König, Andreas Oberweis, Kai Rannenberg, Wolfgang Wahlster (Eds.): INFORMATIK 2003 - Innovative Informatikanwendungen, Band 2, Beiträge der 33. Jahrestagung der Gesellschaft für Informatik e.V. (GI), 29. September - 2. Oktober 2003 in Frankfurt am Main. Lecture Notes of Informatics 35. S. 329-334. Gesellschaft für Informatik 2003.

Mitautor von Johannes Siedersleben (Hrsg.): Quasar: Die sd&m Standardarchitektur - Teil 1 und Teil 2 ("Quasar - the sd&m standard architecture" - in German). sd&m Broschüre. sd&m AG 2003.

 Bernhard Humm: Einführung von OOA-Methoden in einem Großunternehmen ("Introducing object-oriented methodology in a large corporation" - in  German). Softwaretechnik-Trends Band 21 Heft 1. Gesellschaft für Informatik, Februar 2001.

1990 - 1999

 Bernhard G. Humm: Scheduling in a Generalized Transaction / Thread Model. Ph.D. Thesis. University of Wollongong. Wollongong, Department of Computer Science. Wollongong, Australia, 1994. 
External thesis examiners: Jeannette M. Wing, Carnegie Mellon University Pittsburgh, USA; J. Eliot B. Moss, University of Massachusetts, Amherst, USA. 
(Jeannette M. Wing in her examination report: "I think this thesis can be viewed as closing the chapter on models of transactions").

 Michael Fazzolare, Bernhard G. Humm, R. David Ranson: Object-oriented extendibility in Hermes/ST, a transactional distributed programming environment. In: Rachid Guerraoui, Oscar Nierstratz, Michael Riveill (Eds): Proceedings of the ECOOP’93 Workshop on Object-Based Distributed Programming. Lecture Notes in Computer Science 791, pp. 240-261. Springer-Verlag, 1994.

 Bernhard G. Humm: An extended scheduling mechanism for nested transactions. In: Luis-Felipe Cabrera, Norman Hutchinson (Eds): Proceedings of the Third International Workshop on Object-Orientation in Operating Systems (IWOOS’93), pp. 125-134. Asheville, North Carolina, USA. December 1993. IEEE Computer Society Press, Los Alamitos, CA, USA.

Michael Fazzolare, Bernhard G. Humm, R. David Ranson: Concurrency control for distributed nested transactions in Hermes/ST. In: Proceedings of the 1993 International Conference on Parallel and Distributed Systems (ICPADS’93). National Taiwan University, Taipei, Taiwan, Republic of China, December 15-17, 1993

 Michael Fazzolare, Bernhard G. Humm, R., David Ranson: Advanced transaction semantics for TINA. In: Proceedings of the Fourth Telecommunications Information Networking Architecture Workshop (TINA93). Volume 2. pp. 47-57. L’Aquila, Italy, September 27-30 1993.

 Bernhard G. Humm, Michael Mazzolare: Object-Oriented Analysis and Design for Universal Personal Telecommunications. Proceedings of the Second IASTED International Conference on Computer Appliations in Industry, Alexandria, Egypt, Mai 1992.

 Bernhard G. Humm, Michael Fazzolare: Object-Oriented Analysis for Telecommunications Services. In: Proceedings of the 1992 International ACM/SIGAPP Symposium on Applied Computing. Kansas City MO, USA. March, 1992.

 David M. W. Powers, Larry Reeker and Bernhard Humm (Eds), Proceedings of the IJCAI Workshop on Natural Language Learning held at the Twelth International Conference on Artificial Intelligence in Sydney, Australia, 24-30th August 1991

 Bernhard Humm: Entwicklung und Implementierung eines wissensbasierten Ähnlichkeitsmaßes für die fallbasierte Planung am Beispiel der Arbeitsplanung für die Teilefertigung ("A novel similarity metric for case-based reasoning - case study: resource planning for the manufacture of parts" - in German). Diplomarbeit Universität Kaiserslautern, Fachbereich Informatik. Februar 1992. 
Supervisor: Prof. Dr. M. M. Richter, Universität Kaiserslautern.