Sonja Zillner

According to our database, Sonja Zillner authored at least 68 papers between 2004 and 2023.

Collaborative distances:

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

2023

Combining Sub-Symbolic and Symbolic Methods for Explainability.

Anna Himmelhuber, Stephan Grimm, Mitchell Joblin, Sonja Zillner, Thomas A. Runkler

Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023

AI Hazard Management: A framework for the systematic management of root causes for AI risks.

Ronald Schnitzer, Andreas Hapfelmeier, Sven Gaube, Sonja Zillner

CoRR, 2023

Survival of the Fittest: A Business Model Perspective to explain Innovation Ecosystem Membership.

Erik Scepanski, Daniel Schoemer, Sonja Zillner, Sven Laumer

Proceedings of the 29th Americas Conference on Information Systems, 2023

2022

Detection, Explanation and Filtering of Cyber Attacks Combining Symbolic and Sub-Symbolic Methods.

Anna Himmelhuber, Dominik Dold, Stephan Grimm, Sonja Zillner, Thomas A. Runkler

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Data Sharing Spaces: The BDVA Perspective.

Edward Curry, Tuomo Tuikka, Andreas Metzger, Sonja Zillner, Natalie Bertels, Charlotte Ducuing, Davide Dalle Carbonare, Sergio Gusmeroli, Simon Scerri, Irene López de Vallejo, Ana García Robles

Proceedings of the Designing Data Spaces: The Ecosystem Approach to Competitive Advantage, 2022

Technologies and Applications for Big Data Value.

Edward Curry, Sören Auer, Arne J. Berre, Andreas Metzger, María S. Pérez, Sonja Zillner

Proceedings of the Technologies and Applications for Big Data Value, 2022

2021

Combining Sub-symbolic and Symbolic Methods for Explainability.

Anna Himmelhuber, Stephan Grimm, Sonja Zillner, Mitchell Joblin, Martin Ringsquandl, Thomas A. Runkler

Proceedings of the Rules and Reasoning - 5th International Joint Conference, 2021

A New Concept for Explaining Graph Neural Networks.

Anna Himmelhuber, Sonja Zillner, Stephan Grimm, Martin Ringsquandl, Mitchell Joblin, Thomas A. Runkler

Proceedings of the 15th International Workshop on Neural-Symbolic Learning and Reasoning as part of the 1st International Joint Conference on Learning & Reasoning (IJCLR 2021), 2021

2020

Ontology-Based Skill Description Learning for Flexible Production Systems.

Anna Himmelhuber, Stephan Grimm, Thomas A. Runkler, Sonja Zillner

Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

2018

Architectural Considerations for a Data Access Marketplace Based upon API Management.

Uwe Hohenstein, Sonja Zillner, Andreas Biesdorf

Proceedings of the Data Management Technologies and Applications, 2018

Architectural Considerations for a Data Access Marketplace.

Uwe Hohenstein, Sonja Zillner, Andreas Biesdorf

Proceedings of the 7th International Conference on Data Science, 2018

2017

Design and Implementation of a Semantic Dialogue System for Radiologists.

Daniel Sonntag, Martin Huber, Manuel Möller, Alassane Ndiaye, Sonja Zillner, Alexander Cavallaro

CoRR, 2017

Human-in-the-Loop Control Processes in Gas Turbine Maintenance.

Michael Barz, Peter Poller, Martin Schneider, Sonja Zillner, Daniel Sonntag

Proceedings of the Industrial Applications of Holonic and Multi-Agent Systems, 2017

Automatic Extraction of Breast Cancer Information from Clinical Reports.

Claudia Bretschneider, Sonja Zillner, Matthias Hammon, Paul Gass, Daniel Sonntag

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016

Semantic representation of reported measurements in radiology.

Heiner Oberkampf, Sonja Zillner, James A. Overton, Bernhard Bauer, Alexander Cavallaro, Michael Uder, Matthias Hammon

BMC Medical Informatics Decis. Mak., 2016

The Clinical Data Intelligence Project - A smart data initiative.

Daniel Sonntag, Volker Tresp, Sonja Zillner, Alexander Cavallaro, Matthias Hammon, André Reis, Peter A. Fasching, Martin Sedlmayr, Thomas Ganslandt, Hans-Ulrich Prokosch, Klemens Budde, Danilo Schmidt, Carl Hinrichs, Thomas Wittenberg, Philipp Daumke, Patricia G. Oppelt

Inform. Spektrum, 2016

BPMN for knowledge acquisition and anomaly handling in CPS for smart factories.

Dmitri Valeri Panfilenko, Peter Poller, Daniel Sonntag, Sonja Zillner, Martin Schneider

Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

Big Data in the Health Sector.

Sonja Zillner, Sabrina Barbara Neururer

Proceedings of the New Horizons for a Data-Driven Economy, 2016

Big Data-Driven Innovation in Industrial Sectors.

Sonja Zillner, Tilman Becker, Ricard Munné, Kazim Hussain, Sebnem Rusitschka, Helen Lippell, Edward Curry, Adegboyega K. Ojo

Proceedings of the New Horizons for a Data-Driven Economy, 2016

The BIG Project.

Edward Curry, Tilman Becker, Ricard Munné, Nuria De Lama, Sonja Zillner

Proceedings of the New Horizons for a Data-Driven Economy, 2016

2015

Technology Roadmap Development for Big Data Healthcare Applications.

Sonja Zillner, Sabrina Barbara Neururer

Künstliche Intell., 2015

Semantic Splitting of German Medical Compounds.

Claudia Bretschneider, Sonja Zillner

Proceedings of the Text, Speech, and Dialogue - 18th International Conference, 2015

UIMA2LOD: Integrating UIMA Text Annotations into the Linked Open Data Cloud.

Claudia Bretschneider, Heiner Oberkampf, Sonja Zillner

Proceedings of the Knowledge Engineering and Semantic Web - 6th International Conference, 2015

From Symptoms to Diseases - Creating the Missing Link.

Heiner Oberkampf, Turan Gojayev, Sonja Zillner, Dietlind Zühlke, Sören Auer, Matthias Hammon

Proceedings of the Semantic Web. Latest Advances and New Domains, 2015

2014

Semantic Processing of Medical Data.

Sonja Zillner, Sascha Seifert, Marius Erdt, Philipp Daumke, Martin Kramer

Proceedings of the Towards the Internet of Services: The THESEUS Research Program, 2014

Mobile Radiology Interaction and Decision Support Systems of the Future.

Daniel Sonntag, Sonja Zillner, Patrick Ernst, Christian Schulz, Michael Sintek, Peter Dankerl

Proceedings of the Towards the Internet of Services: The THESEUS Research Program, 2014

The THESEUS Use Cases.

Florian Kuhlmann, Jan Hannemann, Myriam Traub, Christoph Böhme, Sonja Zillner, Alexander Cavallaro, Sascha Seifert, Björn Decker, Ralph Traphöner, Sven Kayser, Udo Lindemann, Stefan Prasse, Götz Marczinski, Ralf Grützner, Axel Fasse, Daniel Oberle

Proceedings of the Towards the Internet of Services: The THESEUS Research Program, 2014

User Needs and Requirements Analysis for Big Data Healthcare Applications.

Sonja Zillner, Nelia Lasierra, Werner Faix, Sabrina Barbara Neururer

Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Towards a technology roadmap for big data applications in the healthcare domain.

Sonja Zillner, Heiner Oberkampf, Claudia Bretschneider, Amrapali Zaveri, Werner Faix, Sabrina Barbara Neururer

Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

An ontology-based approach for decentralized monitoring and diagnostics.

Lisa Abele, Stephan Grimm, Sonja Zillner, Martin Kleinsteuber

Proceedings of the 12th IEEE International Conference on Industrial Informatics, 2014

Knowledge-Based Extraction of Measurement-Entity Relations from German Radiology Reports.

Heiner Oberkampf, Claudia Bretschneider, Sonja Zillner, Bernhard Bauer, Matthias Hammon

Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

The Medical Cyber-physical Systems Activity at EIT: A Look under the Hood.

Daniel Sonntag, Sonja Zillner, Samarjit Chakraborty, András Lörincz, Esko Strömmer, Luciano Serafini

Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

Corpus-based Translation of Ontologies for Improved Multilingual Semantic Annotation.

Claudia Bretschneider, Heiner Oberkampf, Sonja Zillner, Bernhard Bauer, Matthias Hammon

Proceedings of the Third Workshop on Semantic Web and Information Extraction, 2014

2013

Grammar-Based Lexicon Extension for Aligning German Radiology Text and Images.

Claudia Bretschneider, Sonja Zillner, Matthias Hammon

Proceedings of the Recent Advances in Natural Language Processing, 2013

An OGMS-based Model for Clinical Information (MCI).

Heiner Oberkampf, Sonja Zillner, Bernhard Bauer, Matthias Hammon

Proceedings of the 4th International Conference on Biomedical Ontology, 2013

Towards Medical Cyber-Physical Systems: Multimodal Augmented Reality for Doctors and Knowledge Discovery about Patients.

Daniel Sonntag, Sonja Zillner, Christian Schulz, Markus Weber, Takumi Toyama

Proceedings of the Design, User Experience, and Usability. User Experience in Novel Technological Environments, 2013

Identifying Pathological Findings in German Radiology Reports Using a Syntacto-semantic Parsing Approach.

Claudia Bretschneider, Sonja Zillner, Matthias Hammon

Proceedings of the 2013 Workshop on Biomedical Natural Language Processing, 2013

2012

Image metadata reasoning for improved clinical decision support.

Sonja Zillner, Daniel Sonntag

Netw. Model. Anal. Health Informatics Bioinform., 2012

Interpreting Patient Data using Medical Background Knowledge.

Heiner Oberkampf, Sonja Zillner, Bernhard Bauer

Proceedings of the 3rd International Conference on Biomedical Ontology (ICBO 2012), 2012

Knowledge Engineering Requirements for Generic Diagnostic Systems.

Andreas Mueller, Ingmar Hofmann, Heiner Oberkampf, Sonja Zillner

Proceedings of the KEOD 2012 - Proceedings of the International Conference on Knowledge Engineering and Ontology Development, Barcelona, Spain, 4, 2012

Clinical Trial and Disease Search with Ad Hoc Interactive Ontology Alignments.

Daniel Sonntag, Jochen Setz, Maha Ahmed Baker, Sonja Zillner

Proceedings of the Semantic Web: Research and Applications, 2012

2011

Using image metadata for automatic patient staging in Lymphoma.

Sonja Zillner

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Aligning medical ontologies by axiomatic models, corpus linguistic syntactic rules and context information.

Sonja Zillner, Daniel Sonntag

Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011

Medico.

Sascha Seifert, Sonja Zillner, Martin Huber, Michael Sintek, Daniel Sonntag, Alexander Cavallaro

Proceedings of the Internet der Dienste, 2011

2010

Reasoning-Based Patient Classification for Enhanced Medical Image Annotation.

Sonja Zillner

Proceedings of the Semantic Web: Research and Applications, 2010

Applications of an Ontology Engineering Methodology.

Daniel Sonntag, Pinar Wennerberg, Sonja Zillner

Proceedings of the Linked Data Meets Artificial Intelligence, 2010

2009

Pillars of Ontology Treatment in the Medical Domain.

Daniel Sonntag, Pinar Wennerberg, Paul Buitelaar, Sonja Zillner

J. Cases Inf. Technol., 2009

Intelligent Medical Image Search (Intelligente Bildsuche in der Medizin).

Sonja Zillner, Martin Huber

it Inf. Technol., 2009

Towards the Ontology-based Classification of Lymphoma Patients using Semantic Image Annotations.

Sonja Zillner

Proceedings of the Workshop on Semantic Web Applications and Tools for Life Sciences, 2009

Deriving Clinical Query Patterns from Medical Corpora Using Domain Ontologies.

Pinar Oezden Wennerberg, Paul Buitelaar, Sonja Zillner

Proceedings of the Workshop on Biomedical Information Extraction@RANLP 2009, Borovets, 2009

Interactive Clinical Query Derivation and Evaluation.

Pinar Wennerberg, Sonja Zillner, Paul Buitelaar

Proceedings of the Technosocial Predictive Analytics, 2009

Pillars of Ontology Treatment in the Medical Domain.

Daniel Sonntag, Pinar Wennerberg, Paul Buitelaar, Sonja Zillner

Proceedings of the Cases on Semantic Interoperability for Information Systems Integration, 2009

2008

An Architecture for Semantic Navigation and Reasoning with Patient Data - Experiences of the Health-e-Child Project.

Tamas Hauer, Dmitri Rogulin, Sonja Zillner, Andrew Branson, Jetendr Shamdasani, Alexey Tsymbal, Martin Huber, Tony Solomonides, Richard McClatchey

Proceedings of the Semantic Web - ISWC 2008, 7th International Semantic Web Conference, 2008

KEMM: A Knowledge Engineering Methodology in the Medical Domain.

Pinar Wennerberg, Sonja Zillner, Manuel Möller, Paul Buitelaar, Michael Sintek

Proceedings of the Formal Ontology in Information Systems, 2008

Semantics and CBIR: a medical imaging perspective.

Xiang Sean Zhou, Sonja Zillner, Manuel Möller, Michael Sintek, Yiqiang Zhan, Arun Krishnan, Alok Gupta

Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Semantic Visualization of Patient Information.

Sonja Zillner, Tamas Hauer, Dmitri Rogulin, Alexey Tsymbal, Martin Huber, Tony Solomonides

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

Medical Data Integration and the Semantic Annotation of Medical Protocols.

Rafael Berlanga Llavori, Ernesto Jiménez-Ruiz, Victoria Nebot, David Manset, Andrew Branson, Tamas Hauer, Richard McClatchey, Dmitri Rogulin, Jetendr Shamdasani, Sonja Zillner, Joerg Freund

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

Statistical Term Profiling for Query Pattern Mining.

Paul Buitelaar, Pinar Wennerberg, Sonja Zillner

Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing, 2008

2007

Visualizing Patient Similarity in Clinical Decision Support.

Alexey Tsymbal, Martin Huber, Sonja Zillner, Tamas Hauer, Shaohua Kevin Zhou

Proceedings of the LWA 2007: Lernen - Wissen, 2007

Ontology - Supported Machine Learning and Decision Support in Biomedicine.

Alexey Tsymbal, Sonja Zillner, Martin Huber

Proceedings of the Data Integration in the Life Sciences, 4th International Workshop, 2007

Feature Ontology for Improved Learning from Large-Dimensional Disease-Specific Heterogeneous Data.

Alexey Tsymbal, Sonja Zillner, Martin Huber

Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2005

EMMA - A Formal Basis for Querying Enhanced Multimedia Meta Objects.

Sonja Zillner, Werner Winiwarter

J. Data Semant., 2005

Integration of ontological knowledge within the authoring and retrieval of multimedia metaobjects.

Sonja Zillner, Werner Winiwarter

Int. J. Web Grid Serv., 2005

The Design and Implementation of a Query Algebra of Multimedia Meta Objects.

Sonja Zillner, Bernhard Haslhofer, Werner Winiwarter

Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005

2004

Integrating Ontology Knowledge into a Query Algebra for Multimedia Meta Objects.

Sonja Zillner, Werner Winiwarter

Proceedings of the Web Information Systems, 2004

Ontology-Based Query Refinement for Multimedia Meta Objects.

Sonja Zillner, Werner Winiwarter

Proceedings of the iiWAS'2004, 2004

EMMA - A Query Algebra for Enhanced Multimedia Meta Objects.

Sonja Zillner, Utz Westermann, Werner Winiwarter

Proceedings of the On the Move to Meaningful Internet Systems 2004: CoopIS, 2004

EMMA - Towards a Query Algebra for Enhanced Multimedia Meta Objects.

Sonja Zillner, Utz Westermann, Werner Winiwarter

Proceedings of the 2004 International Conference on Computer and Information Technology (CIT 2004), 2004