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2020 – today
- 2024
[c50]Erik Scepanski, Sonja Zillner:
AI Systems and their Scalability - A Systematic Literature Review. ACIS 2024- [c49]Ronald Schnitzer, Andreas Hapfelmeier, Sonja Zillner:
EAM Diagrams - A Framework to Systematically Describe AI Systems for Effective AI Risk Assessment (Academic Track). SAIA 2024: 3:1-3:16 - [i6]Ronald Schnitzer, Lennart Kilian, Simon Roessner, Konstantinos Theodorou, Sonja Zillner:
Landscape of AI safety concerns - A methodology to support safety assurance for AI-based autonomous systems. CoRR abs/2412.14020 (2024) - 2023
- [c48]Erik Scepanski, Daniel Schoemer, Sonja Zillner, Sven Laumer:
Navigating AI innovation ecosystems in manufacturing: Shaping factors and their implications. ACIS 2023 - [c47]Erik Scepanski, Daniel Schoemer, Sonja Zillner, Sven Laumer:
Survival of the Fittest: A Business Model Perspective to explain Innovation Ecosystem Membership. AMCIS 2023 - [p11]Anna Himmelhuber, Stephan Grimm, Mitchell Joblin, Sonja Zillner, Thomas A. Runkler:
Combining Sub-Symbolic and Symbolic Methods for Explainability. Compendium of Neurosymbolic Artificial Intelligence 2023: 559-576 - [i5]Ronald Schnitzer, Andreas Hapfelmeier, Sven Gaube, Sonja Zillner:
AI Hazard Management: A framework for the systematic management of root causes for AI risks. CoRR abs/2310.16727 (2023) - 2022
- [c46]Anna Himmelhuber, Dominik Dold
, Stephan Grimm, Sonja Zillner, Thomas A. Runkler:
Detection, Explanation and Filtering of Cyber Attacks Combining Symbolic and Sub-Symbolic Methods. SSCI 2022: 381-388 - [p10]Edward Curry, Sören Auer, Arne J. Berre, Andreas Metzger, María S. Pérez, Sonja Zillner:
Technologies and Applications for Big Data Value. Technologies and Applications for Big Data Value 2022: 1-15 - [p9]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:
Data Sharing Spaces: The BDVA Perspective. Designing Data Spaces 2022: 365-382 - [e1]Edward Curry, Sören Auer, Arne J. Berre, Andreas Metzger, María S. Pérez, Sonja Zillner:
Technologies and Applications for Big Data Value. Springer 2022, ISBN 978-3-030-78306-8 [contents] - [i4]Anna Himmelhuber, Dominik Dold, Stephan Grimm, Sonja Zillner, Thomas A. Runkler:
Detection, Explanation and Filtering of Cyber Attacks Combining Symbolic and Sub-Symbolic Methods. CoRR abs/2212.13991 (2022) - 2021
- [c45]Anna Himmelhuber, Sonja Zillner, Stephan Grimm, Martin Ringsquandl, Mitchell Joblin, Thomas A. Runkler:
A New Concept for Explaining Graph Neural Networks. NeSy 2021: 1-5 - [c44]Anna Himmelhuber, Stephan Grimm, Sonja Zillner, Mitchell Joblin, Martin Ringsquandl, Thomas A. Runkler:
Combining Sub-symbolic and Symbolic Methods for Explainability. RuleML+RR 2021: 172-187 - [i3]Anna Himmelhuber, Stephan Grimm, Thomas A. Runkler, Sonja Zillner:
Ontology-Based Skill Description Learning for Flexible Production Systems. CoRR abs/2111.13142 (2021) - [i2]Anna Himmelhuber, Stephan Grimm, Sonja Zillner, Mitchell Joblin, Martin Ringsquandl, Thomas A. Runkler:
Combining Sub-Symbolic and Symbolic Methods for Explainability. CoRR abs/2112.01844 (2021) - 2020
- [c43]Anna Himmelhuber, Stephan Grimm, Thomas A. Runkler, Sonja Zillner:
Ontology-Based Skill Description Learning for Flexible Production Systems. ETFA 2020: 975-981
2010 – 2019
- 2018
- [c42]Uwe Hohenstein, Sonja Zillner, Andreas Biesdorf:
Architectural Considerations for a Data Access Marketplace Based upon API Management. DATA (Revised Selected Papers) 2018: 91-115 - [c41]Uwe Hohenstein, Sonja Zillner, Andreas Biesdorf:
Architectural Considerations for a Data Access Marketplace. DATA 2018: 322-333 - 2017
- [c40]Claudia Bretschneider, Sonja Zillner, Matthias Hammon, Paul Gass, Daniel Sonntag:
Automatic Extraction of Breast Cancer Information from Clinical Reports. CBMS 2017: 213-218 - [c39]Michael Barz, Peter Poller, Martin Schneider, Sonja Zillner, Daniel Sonntag:
Human-in-the-Loop Control Processes in Gas Turbine Maintenance. HoloMAS 2017: 255-268 - [i1]Daniel Sonntag, Martin Huber, Manuel Möller, Alassane Ndiaye, Sonja Zillner, Alexander Cavallaro:
Design and Implementation of a Semantic Dialogue System for Radiologists. CoRR abs/1701.07381 (2017) - 2016
- [j8]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:
The Clinical Data Intelligence Project - A smart data initiative. Inform. Spektrum 39(4): 290-300 (2016) - [j7]Heiner Oberkampf, Sonja Zillner, James A. Overton, Bernhard Bauer, Alexander Cavallaro, Michael Uder, Matthias Hammon:
Semantic representation of reported measurements in radiology. BMC Medical Informatics Decis. Mak. 16: 5 (2016) - [c38]Dmitri Valeri Panfilenko, Peter Poller, Daniel Sonntag, Sonja Zillner, Martin Schneider:
BPMN for knowledge acquisition and anomaly handling in CPS for smart factories. ETFA 2016: 1-4 - [p8]Edward Curry, Tilman Becker, Ricard Munné, Nuria De Lama, Sonja Zillner:
The BIG Project. New Horizons for a Data-Driven Economy 2016: 13-26 - [p7]Sonja Zillner, Tilman Becker, Ricard Munné, Kazim Hussain, Sebnem Rusitschka, Helen Lippell, Edward Curry, Adegboyega K. Ojo:
Big Data-Driven Innovation in Industrial Sectors. New Horizons for a Data-Driven Economy 2016: 169-178 - [p6]Sonja Zillner, Sabrina Barbara Neururer:
Big Data in the Health Sector. New Horizons for a Data-Driven Economy 2016: 179-194 - 2015
- [j6]Sonja Zillner, Sabrina Barbara Neururer:
Technology Roadmap Development for Big Data Healthcare Applications. Künstliche Intell. 29(2): 131-141 (2015) - [c37]Heiner Oberkampf, Turan Gojayev, Sonja Zillner, Dietlind Zühlke, Sören Auer, Matthias Hammon:
From Symptoms to Diseases - Creating the Missing Link. ESWC 2015: 652-667 - [c36]Claudia Bretschneider, Heiner Oberkampf, Sonja Zillner:
UIMA2LOD: Integrating UIMA Text Annotations into the Linked Open Data Cloud. KESW 2015: 16-31 - [c35]Claudia Bretschneider, Sonja Zillner:
Semantic Splitting of German Medical Compounds. TSD 2015: 207-215 - 2014
- [c34]Claudia Bretschneider, Heiner Oberkampf, Sonja Zillner, Bernhard Bauer, Matthias Hammon:
Corpus-based Translation of Ontologies for Improved Multilingual Semantic Annotation. SWAIE@COLING 2014: 1-8 - [c33]Daniel Sonntag, Sonja Zillner, Samarjit Chakraborty, András Lörincz, Esko Strömmer, Luciano Serafini:
The Medical Cyber-physical Systems Activity at EIT: A Look under the Hood. CBMS 2014: 351-356 - [c32]Heiner Oberkampf, Claudia Bretschneider, Sonja Zillner, Bernhard Bauer, Matthias Hammon:
Knowledge-Based Extraction of Measurement-Entity Relations from German Radiology Reports. ICHI 2014: 149-154 - [c31]Lisa Abele, Stephan Grimm, Sonja Zillner, Martin Kleinsteuber:
An ontology-based approach for decentralized monitoring and diagnostics. INDIN 2014: 706-712 - [c30]Sonja Zillner, Heiner Oberkampf, Claudia Bretschneider, Amrapali Zaveri, Werner Faix, Sabrina Barbara Neururer:
Towards a technology roadmap for big data applications in the healthcare domain. IRI 2014: 291-296 - [c29]Sonja Zillner, Nelia Lasierra, Werner Faix, Sabrina Barbara Neururer:
User Needs and Requirements Analysis for Big Data Healthcare Applications. MIE 2014: 657-661 - [p5]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:
The THESEUS Use Cases. Towards the Internet of Services 2014: 259-287 - [p4]Sonja Zillner, Sascha Seifert, Marius Erdt, Philipp Daumke, Martin Kramer:
Semantic Processing of Medical Data. Towards the Internet of Services 2014: 343-356 - [p3]Daniel Sonntag, Sonja Zillner, Patrick Ernst, Christian Schulz, Michael Sintek, Peter Dankerl:
Mobile Radiology Interaction and Decision Support Systems of the Future. Towards the Internet of Services 2014: 371-382 - 2013
- [c28]Claudia Bretschneider, Sonja Zillner, Matthias Hammon:
Identifying Pathological Findings in German Radiology Reports Using a Syntacto-semantic Parsing Approach. BioNLP@ACL 2013: 27-35 - [c27]Daniel Sonntag, Sonja Zillner, Christian Schulz, Markus Weber, Takumi Toyama:
Towards Medical Cyber-Physical Systems: Multimodal Augmented Reality for Doctors and Knowledge Discovery about Patients. HCI (11) 2013: 401-410 - [c26]Heiner Oberkampf, Sonja Zillner, Bernhard Bauer, Matthias Hammon:
An OGMS-based Model for Clinical Information (MCI). ICBO 2013: 97-100 - [c25]Claudia Bretschneider, Sonja Zillner, Matthias Hammon:
Grammar-Based Lexicon Extension for Aligning German Radiology Text and Images. RANLP 2013: 105-112 - 2012
- [j5]Sonja Zillner, Daniel Sonntag:
Image metadata reasoning for improved clinical decision support. Netw. Model. Anal. Health Informatics Bioinform. 1(1-2): 37-46 (2012) - [c24]Daniel Sonntag, Jochen Setz, Maha Ahmed Baker, Sonja Zillner:
Clinical Trial and Disease Search with Ad Hoc Interactive Ontology Alignments. ESWC 2012: 674-686 - [c23]Andreas Mueller, Ingmar Hofmann, Heiner Oberkampf, Sonja Zillner:
Knowledge Engineering Requirements for Generic Diagnostic Systems. KEOD 2012: 184-189 - [c22]Heiner Oberkampf, Sonja Zillner, Bernhard Bauer:
Interpreting Patient Data using Medical Background Knowledge. ICBO 2012 - 2011
- [c21]Sonja Zillner, Daniel Sonntag:
Aligning medical ontologies by axiomatic models, corpus linguistic syntactic rules and context information. CBMS 2011: 1-6 - [c20]Sonja Zillner:
Using image metadata for automatic patient staging in Lymphoma. IRI 2011: 412-415 - [p2]Sascha Seifert, Sonja Zillner, Martin Huber, Michael Sintek, Daniel Sonntag, Alexander Cavallaro:
Medico. Internet der Dienste 2011: 97-111 - 2010
- [c19]Daniel Sonntag, Pinar Wennerberg, Sonja Zillner:
Applications of an Ontology Engineering Methodology. AAAI Spring Symposium: Linked Data Meets Artificial Intelligence 2010 - [c18]Sonja Zillner:
Reasoning-Based Patient Classification for Enhanced Medical Image Annotation. ESWC (1) 2010: 243-257
2000 – 2009
- 2009
- [j4]Sonja Zillner, Martin Huber:
Intelligent Medical Image Search (Intelligente Bildsuche in der Medizin). it Inf. Technol. 51(5): 285-293 (2009) - [j3]Daniel Sonntag, Pinar Wennerberg, Paul Buitelaar, Sonja Zillner:
Pillars of Ontology Treatment in the Medical Domain. J. Cases Inf. Technol. 11(4): 47-73 (2009) - [c17]Pinar Wennerberg, Sonja Zillner, Paul Buitelaar:
Interactive Clinical Query Derivation and Evaluation. AAAI Spring Symposium: Technosocial Predictive Analytics 2009: 137-141 - [c16]Pinar Oezden Wennerberg, Paul Buitelaar, Sonja Zillner:
Deriving Clinical Query Patterns from Medical Corpora Using Domain Ontologies. BiomedicalIE@RANLP 2009: 50-56 - [c15]Sonja Zillner:
Towards the Ontology-based Classification of Lymphoma Patients using Semantic Image Annotations. SWAT4LS 2009 - [p1]Daniel Sonntag, Pinar Wennerberg, Paul Buitelaar, Sonja Zillner:
Pillars of Ontology Treatment in the Medical Domain. Cases on Semantic Interoperability for Information Systems Integration 2009: 162-186 - 2008
- [c14]Paul Buitelaar, Pinar Wennerberg, Sonja Zillner:
Statistical Term Profiling for Query Pattern Mining. BioNLP 2008: 114-115 - [c13]Sonja Zillner, Tamas Hauer, Dmitri Rogulin, Alexey Tsymbal, Martin Huber, Tony Solomonides:
Semantic Visualization of Patient Information. CBMS 2008: 296-301 - [c12]Rafael Berlanga Llavori, Ernesto Jiménez-Ruiz, Victoria Nebot, David Manset, Andrew Branson, Tamas Hauer, Richard McClatchey, Dmitri Rogulin, Jetendr Shamdasani, Sonja Zillner, Joerg Freund:
Medical Data Integration and the Semantic Annotation of Medical Protocols. CBMS 2008: 644-649 - [c11]Xiang Sean Zhou, Sonja Zillner, Manuel Möller, Michael Sintek, Yiqiang Zhan, Arun Krishnan, Alok Gupta:
Semantics and CBIR: a medical imaging perspective. CIVR 2008: 571-580 - [c10]Pinar Wennerberg, Sonja Zillner, Manuel Möller, Paul Buitelaar, Michael Sintek:
KEMM: A Knowledge Engineering Methodology in the Medical Domain. FOIS 2008: 79-91 - [c9]Tamas Hauer, Dmitri Rogulin, Sonja Zillner, Andrew Branson, Jetendr Shamdasani, Alexey Tsymbal, Martin Huber, Tony Solomonides, Richard McClatchey:
An Architecture for Semantic Navigation and Reasoning with Patient Data - Experiences of the Health-e-Child Project. ISWC 2008: 737-750 - 2007
- [c8]Alexey Tsymbal, Sonja Zillner, Martin Huber:
Feature Ontology for Improved Learning from Large-Dimensional Disease-Specific Heterogeneous Data. CBMS 2007: 595-600 - [c7]Alexey Tsymbal, Sonja Zillner, Martin Huber:
Ontology - Supported Machine Learning and Decision Support in Biomedicine. DILS 2007: 156-171 - [c6]Alexey Tsymbal, Martin Huber, Sonja Zillner, Tamas Hauer, Shaohua Kevin Zhou:
Visualizing Patient Similarity in Clinical Decision Support. LWA 2007: 304-311 - 2005
- [j2]Sonja Zillner, Werner Winiwarter:
Integration of ontological knowledge within the authoring and retrieval of multimedia metaobjects. Int. J. Web Grid Serv. 1(3/4): 397-415 (2005) - [j1]Sonja Zillner, Werner Winiwarter:
EMMA - A Formal Basis for Querying Enhanced Multimedia Meta Objects. J. Data Semant.: 35-68 (2005) - [c5]Sonja Zillner, Bernhard Haslhofer, Werner Winiwarter:
The Design and Implementation of a Query Algebra of Multimedia Meta Objects. DEXA Workshops 2005: 537-542 - 2004
- [c4]Sonja Zillner, Utz Westermann, Werner Winiwarter:
EMMA - Towards a Query Algebra for Enhanced Multimedia Meta Objects. CIT 2004: 72-77 - [c3]Sonja Zillner, Utz Westermann, Werner Winiwarter:
EMMA - A Query Algebra for Enhanced Multimedia Meta Objects. CoopIS/DOA/ODBASE (2) 2004: 1030-1049 - [c2]Sonja Zillner, Werner Winiwarter:
Ontology-Based Query Refinement for Multimedia Meta Objects. iiWAS 2004 - [c1]Sonja Zillner, Werner Winiwarter:
Integrating Ontology Knowledge into a Query Algebra for Multimedia Meta Objects. WISE 2004: 629-640
Coauthor Index
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