Stefan Decker

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 103

Top Venues

Karlsruhe Institute of Technology (PHD)

Education History

Karlsruhe Institute of Technology

PHD

Publications

Md. Rezaul Karim, Lina Molinas Comet, Md Shajalal, Paola de Perthuis, Dietrich Rebholz-Schuhmann, Stefan Decker
From Large Language Models to Knowledge Graphs for Biomarker Discovery in Cancer. HICSS (2024)
Ahmad Hemid, Abderrahmane Khiat, Megha Jayakumar, Christoph Lange, Christoph Quix, Stefan Decker
Knowledge Graph Creation and Management Made Easy with KGraphX. DEXA (2) (2024)
Johannes Theissen-Lipp, Niklas Schäfer, Max Kocher, Philipp Hochmann, Michael Riesener, Stefan Decker
Extending Semantic RML Mappings with Additional Source Formats. ICEIS (1) (2024)
Ahmad Hemid, Waleed Shabbir, Abderrahmane Khiat, Christoph Lange, Christoph Quix, Stefan Decker
OntoEditor: Real-Time Collaboration via Distributed Version Control for Ontology Development. ESWC (1) (2024)
Benedikt T. Arnold, Johannes Theissen-Lipp, Diego Collarana, Christoph Lange, Sandra Geisler, Edward Curry, Stefan Decker
Towards Enabling FAIR Dataspaces Using Large Language Models. SDS@ESWC (2024)
Benedikt T. Arnold, Johannes Theissen-Lipp, Diego Collarana, Christoph Lange, Sandra Geisler, Edward Curry, Stefan Decker
Towards Enabling FAIR Dataspaces Using Large Language Models. CoRR (2024)
Johannes Theissen-Lipp, Pieter Colpaert, Sulayman K. Sowe, Edward Curry, Stefan Decker
Preface for The Second International Workshop on Semantics in Dataspaces (SDS 2024). SDS@ESWC (2024)
Rohit A. Deshmukh, Diego Collarana, Joshua Gelhaar, Johannes Theissen-Lipp, Christoph Lange, Benedikt T. Arnold, Edward Curry, Stefan Decker
Challenges and Opportunities for Enabling the Next Generation of Cross-Domain Dataspaces. SDS@ESWC (2024)
Alexander Tobias Neumann, Sascha Welten, Julia Kunz, Ralf Klamma, Stefan Decker
HAICO: A Monitoring and Transaction Chatbot for Distributed Analytics Workflows. ICWS (2023)
Mehdi Akbari Gurabi, Felix Hermsen, Avikarsha Mandal, Stefan Decker
Towards Privacy-Preserving Machine Learning in Sovereign Data Spaces: Opportunities and Challenges. Privacy and Identity Management (2023)
Yongli Mou, Jiahang Chen, Zhenghao Zhang, Jürgen Roßmann, Stefan Decker
Self-sovereign Identity-based Access Control Management in Forestry 4.0. FiCloud (2023)
Yongli Mou, Jiahui Geng, Feng Zhou, Oya Beyan, Chunming Rong, Stefan Decker
pFedV: Mitigating Feature Distribution Skewness via Personalized Federated Learning with Variational Distribution Constraints. PAKDD (2) (2023)
Md. Rezaul Karim, Lina Molinas Comet, Md Shajalal, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker
From Large Language Models to Knowledge Graphs for Biomarker Discovery in Cancer. CoRR (2023)
Alexander Tobias Neumann, Aaron David Conrardy, Stefan Decker, Matthias Jarke
Motivating Learners with Gamified Chatbot-Assisted Learning Activities. ICWL (2023)
Stefan Decker
Überprüfung von Integritätsbedingungen in Deduktiven Datenbanken. CoRR (2023)
Johannes Theissen-Lipp, Stefan Decker, Edward Curry
The First International Workshop on Semantics in Dataspaces. WWW (Companion Volume) (2023)
Md. Rezaul Karim, Tanhim Islam, Md Shajalal, Oya Beyan, Christoph Lange, Michael Cochez, Dietrich Rebholz-Schuhmann, Stefan Decker
Explainable AI for Bioinformatics: Methods, Tools and Applications. Briefings Bioinform. 24 (5) (2023)
Wolfgang Fahl, Tim Holzheim, Christoph Lange, Stefan Decker
Semantification of CEUR-WS with Wikidata as a target Knowledge Graph. TEXT2KG/BiKE@ESWC (2023)
Timo Himmelsbach, Yongli Mou, Stefan Decker, Armin Heinzl
Towards Federated Machine Learning and Distributed Ledger Technology-based Data Monetization. VLDB Workshops (2023)
Johannes Theissen-Lipp, Max Kocher, Christoph Lange, Stefan Decker, Alexander Paulus, André Pomp, Edward Curry
Semantics in Dataspaces: Origin and Future Directions. WWW (Companion Volume) (2023)
Alexander Graß, Christian Beecks, Sisay Adugna Chala, Christoph Lange, Stefan Decker
A Knowledge Graph for Query-Induced Analyses of Hierarchically Structured Time Series Information. ADBIS (Short Papers) (2023)
Alexander Tobias Neumann, Michal Slupczynski, Yue Yin, Chenyang Li, Stefan Decker
Citation Recommendation Chatbot for Professional Communities. CollabTech (2023)
Yongli Mou, Fengyang Guo, Wei Lu, Yongzhao Li, Oya Beyan, Thomas Rose, Schahram Dustdar, Stefan Decker
Towards FAIR Data in Distributed Machine Learning Systems. GLOBECOM (2023)
Md. Rezaul Karim, Lina Molinas Comet, Oya Beyan, Michael Cochez, Dietrich Rebholz-Schuhmann, Stefan Decker
A Biomedical Knowledge Graph for Biomarker Discovery in Cancer. CoRR (2023)
Michal Slupczynski, Khaleel Asyraaf Mat Sanusi, Daniel Majonica, Roland Klemke, Stefan Decker
Implementing Cloud-Based Feedback to Facilitate Scalable Psychomotor Skills Acquisition. MILeS@EC-TEL (2023)
Md. Rezaul Karim, Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Alexander Boden, Christian Beecks, Stefan Decker
Interpreting Black-box Machine Learning Models for High Dimensional Datasets. DSAA (2023)
Yongli Mou, Feifei Li, Sven Weber, Sabith Haneef, Hans Meine, Liliana Caldeira, Mehrshad Jaberansary, Sascha Welten, Yeliz Ucer Yediel, Guido Prause, Stefan Decker, Oya Beyan, Toralf Kirsten
Distributed Privacy-Preserving Data Analysis in NFDI4Health With the Personal Health Train. CoRDI (2023)
Md. Rezaul Karim, Hussain Ali, Prinon Das, Mohamed Abdelwaheb, Stefan Decker
Question Answering Over Biological Knowledge Graph via Amazon Alexa. CoRR (2022)
Md. Rezaul Karim, Tanhim Islam, Christoph Lange, Dietrich Rebholz-Schuhmann, Stefan Decker
Adversary-Aware Multimodal Neural Networks for Cancer Susceptibility Prediction From Multiomics Data. IEEE Access 10 (2022)
Md. Rezaul Karim, Michael Cochez, Achille Zappa, Ratnesh Sahay, Dietrich Rebholz-Schuhmann, Oya Beyan, Stefan Decker
Convolutional Embedded Networks for Population Scale Clustering and Bio-Ancestry Inferencing. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (1) (2022)
Johannes Theissen-Lipp, Max Kocher, Stefan Decker, Patrick Sapel, Mauritius Schmitz, Christian Hopmann
Collecting Data and Metadata by Transforming between Differently Expressive Query Languages. ICSC (2022)
Jiahui Geng, Ali Akbar Rehman, Yongli Mou, Stefan Decker, Chunming Rong
Blockchain-based Cross-organizational Workflow Platform. CloudCom (2022)
Wolfgang Fahl, Tim Holzheim, Andrea Westerinen, Christoph Lange, Stefan Decker
Property cardinality analysis to extract truly tabular query results from Wikidata. Wikidata@ISWC (2022)
Johannes Theissen-Lipp, Max Kocher, Michael Rath, Sebastian Ulrich, Maximilian Rudack, Stefan Decker
Integrating an XPath-Enhanced OPC UA Data Collection Into Industrial Communication. ETFA (2022)
Md. Rezaul Karim, Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Christian Beecks, Stefan Decker
Interpreting Black-box Machine Learning Models for High Dimensional Datasets. CoRR (2022)
Mehdi Akbari Gurabi, Avikarsha Mandal, Jan Popanda, Robert Rapp, Stefan Decker
SASP: a Semantic web-based Approach for management of Sharable cybersecurity Playbooks. ARES (2022)
Md. Rezaul Karim, Tanhim Islam, Oya Beyan, Christoph Lange, Michael Cochez, Dietrich Rebholz-Schuhmann, Stefan Decker
Explainable AI for Bioinformatics: Methods, Tools, and Applications. CoRR (2022)
Wolfgang Fahl, Tim Holzheim, Andrea Westerinen, Christoph Lange, Stefan Decker
Getting and hosting your own copy of Wikidata. Wikidata@ISWC (2022)
Johannes Theissen-Lipp, Moritz Kröger, Benedikt Heinrichs, Stefan Decker
LISSU: Continuous Monitoring of SOA Communication with Constraint-Based Validation. SN Comput. Sci. 3 (4) (2022)
Jiahui Geng, Yongli Mou, Feifei Li, Qing Li, Oya Beyan, Stefan Decker, Chunming Rong
Towards General Deep Leakage in Federated Learning. CoRR (2021)
Yongli Mou, Sascha Welten, Mehrshad Jaberansary, Yeliz Ucer Yediel, Toralf Kirsten, Stefan Decker, Oya Beyan
Distributed Skin Lesion Analysis Across Decentralised Data Sources. MIE (2021)
Md. Rezaul Karim, Jiao Jiao, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker
DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging. IEEE Access 9 (2021)
Md. Rezaul Karim, Sumon Kanti Dey, Tanhim Islam, Sagor Sarker, Mehadi Hasan Menon, Kabir Hossain, Md. Azam Hossain, Stefan Decker
DeepHateExplainer: Explainable Hate Speech Detection in Under-resourced Bengali Language. DSAA (2021)
Leandro Eichenberger, Michael Cochez, Benjamin Heitmann, Stefan Decker
Secure Evaluation of Knowledge Graph Merging Gain. CoRR (2021)
Md. Rezaul Karim, Oya Beyan, Achille Zappa, Ivan G. Costa, Dietrich Rebholz-Schuhmann, Michael Cochez, Stefan Decker
Deep learning-based clustering approaches for bioinformatics. Briefings Bioinform. 22 (1) (2021)
Lars Christoph Gleim, Leon Müller, Florian Brillowski, Stefan Decker
Capturing Provenance Information in the File System. SEMANTiCS Posters&Demos (2021)
Lars Pieschel, Sascha Welten, Lars Christoph Gleim, Stefan Decker
Teaching Semantic Web Technologies through Interactive Jupyter Notebooks. SEMANTiCS Posters&Demos (2021)
Johannes Lipp, Lars Christoph Gleim, Stefan Decker
Towards Easy Reusability in the Semantic Web. WOP (Book) (2021)
Johannes Lipp, Lars Christoph Gleim, Michael Cochez, Iraklis Dimitriadis, Hussain Ali, Daniel Hoppe Alvarez, Christoph Lange, Stefan Decker
Towards Easy Vocabulary Drafts with Neologism 2.0. ESWC (Satellite Events) (2021)
Sascha Welten, Laurenz Neumann, Yeliz Ucer Yediel, Luiz Olavo Bonino da Silva Santos, Stefan Decker, Oya Beyan
DAMS: A Distributed Analytics Metadata Schema. Data Intell. 3 (4) (2021)
Lars Christoph Gleim, Liam Tirpitz, Stefan Decker
HTTP Extensions for the Management of Highly Dynamic Data Resources. ESWC (2021)
Lars Christoph Gleim, Liam Tirpitz, Stefan Decker
FactStack. BTW (2021)
Yongli Mou, Jiahui Geng, Sascha Welten, Chunming Rong, Stefan Decker, Oya Beyan
Optimized Federated Learning on Class-Biased Distributed Data Sources. PKDD/ECML Workshops (1) (2021)
Johannes Lipp, Siyabend Sakik, Moritz Kröger, Stefan Decker
LISSU: Integrating Semantic Web Concepts into SOA Frameworks. ICEIS (1) (2021)
Simon Mangel, Lars Christoph Gleim, Jan Pennekamp, Klaus Wehrle, Stefan Decker
Data Reliability and Trustworthiness Through Digital Transmission Contracts. ESWC (2021)
Lars Christoph Gleim, Md. Rezaul Karim, Lukas Zimmermann, Oliver Kohlbacher, Holger Stenzhorn, Stefan Decker, Oya Beyan
Enabling ad-hoc reuse of private data repositories through schema extraction. J. Biomed. Semant. 11 (1) (2020)
Md. Rezaul Karim, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker
DeepCOVIDExplainer: Explainable COVID-19 Diagnosis from Chest X-ray Images. BIBM (2020)
Md. Rezaul Karim, Ashiqur Rahman, Joao Bosco Jares, Stefan Decker, Oya Beyan
A snapshot neural ensemble method for cancer-type prediction based on copy number variations. Neural Comput. Appl. 32 (19) (2020)
Md. Rezaul Karim, Till Döhmen, Dietrich Rebholz-Schuhmann, Stefan Decker, Michael Cochez, Oya Beyan
DeepCOVIDExplainer: Explainable COVID-19 Predictions Based on Chest X-ray Images. CoRR (2020)
Lars Christoph Gleim, Rafael Schimassek, Dominik Hüser, Maximilian Peters, Christoph Krämer, Michael Cochez, Stefan Decker
SchemaTree: Maximum-Likelihood Property Recommendation for Wikidata. ESWC (2020)
Sabrina Kirrane, Alessandra Mileo, Axel Polleres, Stefan Decker
Query Based Access Control for Linked Data. CoRR (2020)
Peder Bergan, Anne-Marie Mölders, Kevin Rehring, Frederik Ahlemann, Stefan Decker, Stefan Reining
Towards Designing Effective Governance Regimes for Smart City Initiatives: The Case of the City of Duisburg. HICSS (2020)
Lars Christoph Gleim, Tim Holzheim, István Koren, Stefan Decker
Automatic Bootstrapping of GraphQL Endpoints for RDF Triple Stores. ASLD@ISWC (2020)
Stefan Decker
Persistent Identification for Interoperable Data Management and Preservation. WEBIST (2020)
Lars Christoph Gleim, Stefan Decker
Timestamped URLs as Persistent Identifiers. MEPDaW@ISWC (2020)
Lars Christoph Gleim, Jan Pennekamp, Martin Liebenberg, Melanie Buchsbaum, Philipp Niemietz, Simon Knape, Alexander Epple, Simon Storms, Daniel Trauth, Thomas Bergs, Christian Brecher, Stefan Decker, Gerhard Lakemeyer, Klaus Wehrle
FactDAG: Formalizing Data Interoperability in an Internet of Production. IEEE Internet Things J. 7 (4) (2020)
Lars Christoph Gleim, Liam Tirpitz, Jan Pennekamp, Stefan Decker
Expressing FactDAG Provenance with PROV-O. MEPDaW@ISWC (2020)
Oya Beyan, Ananya Choudhury, Johan van Soest, Oliver Kohlbacher, Lukas Zimmermann, Holger Stenzhorn, Md. Rezaul Karim, Michel Dumontier, Stefan Decker, Luiz Olavo Bonino da Silva Santos, Andre Dekker
Distributed Analytics on Sensitive Medical Data: The Personal Health Train. Data Intell. 2 (1-2) (2020)
Stefan Decker
Persistent Identification for Interoperable Data Management and Preservation. KDIR (2020)
Ruijie Wang, Meng Wang, Jun Liu, Michael Cochez, Stefan Decker
Structured query construction via knowledge graph embedding. Knowl. Inf. Syst. 62 (5) (2020)
Lars Christoph Gleim, Stefan Decker
Open Challenges for the Management and Preservation of Evolving Data on the Web. MEPDaW@ISWC (2020)
Matthias Löbe, Oya Beyan, Sebastian Stäubert, Frank A. Meineke, Danny Ammon, Alfred Winter, Stefan Decker, Markus Löffler, Toralf Kirsten
Design of Metadata Services for Clinical Data Interoperability in Germany. MedInfo (2019)
Md. Rezaul Karim, Galih Wicaksono, Ivan G. Costa, Stefan Decker, Oya Beyan
Prognostically Relevant Subtypes and Survival Prediction for Breast Cancer Based on Multimodal Genomics Data. IEEE Access 7 (2019)
Andrei Ionita, André Pomp, Michael Cochez, Tobias Meisen, Stefan Decker
Transferring knowledge from monitored to unmonitored areas for forecasting parking spaces. CoRR (2019)
Md. Rezaul Karim, Michael Cochez, Joao Bosco Jares, Mamtaz Uddin, Oya Deniz Beyan, Stefan Decker
Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network. BCB (2019)
Md. Rezaul Karim, Michael Cochez, Oya Deniz Beyan, Stefan Decker, Christoph Lange
OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data. CoRR (2019)
Binh-Phi Nguyen, Thomas J. Reese, Stefan Decker, Daniel C. Malone, Richard D. Boyce, Oya Beyan
Implementation of Clinical Decision Support Services to Detect Potential Drug-Drug Interaction Using Clinical Quality Language. MedInfo (2019)
Ruijie Wang, Meng Wang, Jun Liu, Michael Cochez, Stefan Decker
Structured Query Construction via Knowledge Graph Embedding. CoRR (2019)
Md. Rezaul Karim, Michael Cochez, Joao Bosco Jares, Mamtaz Uddin, Oya Deniz Beyan, Stefan Decker
Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network. CoRR (2019)
Andrei Ionita, André Pomp, Michael Cochez, Tobias Meisen, Stefan Decker
Transferring Knowledge from Monitored to Unmonitored Areas for Forecasting Parking Spaces. Int. J. Artif. Intell. Tools 28 (6) (2019)
Ruijie Wang, Meng Wang, Jun Liu, Weitong Chen, Michael Cochez, Stefan Decker
Leveraging Knowledge Graph Embeddings for Natural Language Question Answering. DASFAA (1) (2019)
Leif Oppermann, Alexander Boden, Britta Hofmann, Wolfgang Prinz, Stefan Decker
Beyond HCI and CSCW: Challenges and Useful Practices Towards a Human-Centred Vision of AI and IA. HTTF (2019)
Md. Rezaul Karim, Michael Cochez, Oya Beyan, Stefan Decker, Christoph Lange
OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data. BIBE (2019)
Ioannis Konstantinidis, Georgios Siaminos, Christos Timplalexis, Panagiotis Zervas, Vassilios Peristeras, Stefan Decker
Blockchain for Business Applications: A Systematic Literature Review. BIS (2018)
Md. Rezaul Karim, Binh-Phi Nguyen, Lukas Zimmermann, Toralf Kirsten, Matthias Löbe, Frank A. Meineke, Holger Stenzhorn, Oliver Kohlbacher, Stefan Decker, Oya Deniz Beyan
A distributed analytics platform to execute FHIR based phenotyping algorithms. SWAT4LS (2018)
Piero Andrea Bonatti, Stefan Decker, Axel Polleres, Valentina Presutti
Knowledge Graphs: New Directions for Knowledge Representation on the Semantic Web (Dagstuhl Seminar 18371). Dagstuhl Reports 8 (9) (2018)
Md. Rezaul Karim, Michael Cochez, Oya Deniz Beyan, Achille Zappa, Ratnesh Sahay, Stefan Decker, Dietrich Rebholz-Schuhmann
Recurrent Deep Embedding Networks for Genotype Clustering and Ethnicity Prediction. CoRR (2018)
Piero A. Bonatti, Bert Bos, Stefan Decker, Javier D. Fernández, Sabrina Kirrane, Vassilios Peristeras, Axel Polleres, Rigo Wenning
Data Privacy Vocabularies and Controls: Semantic Web for Transparency and Privacy. SW4SG@ISWC (2018)
Paraskevi Christodoulou, Stefan Decker, Aikaterini-Vasiliki Douka, Charalampia Komopoulou, Vassilios Peristeras, Sofia Sgagia, Vaios Tsarapatsanis, Dimosthenis Vardouniotis
Data Makes the Public Sector Go Round. EGOV (2018)
Sabrina Kirrane, Stefan Decker
Intelligent Agents: The Vision Revisited. DeSemWeb@ISWC (2018)
Andrei Ionita, André Pomp, Michael Cochez, Tobias Meisen, Stefan Decker
Where to Park?: Predicting Free Parking Spots in Unmonitored City Areas. WIMS (2018)
Md. Rezaul Karim, Michael Cochez, Oya Deniz Beyan, Chowdhury Farhan Ahmed, Stefan Decker
Mining maximal frequent patterns in transactional databases and dynamic data streams: A spark-based approach. Inf. Sci. 432 (2018)
Md. Rezaul Karim, Matthias Heinrichs, Lars Christoph Gleim, Michael Cochez, Emily Porter, Alessandra La Gioia, Saqib Salahuddin, Stefan Decker, Martin O'Halloran, Oya Deniz Beyan
Towards a FAIR Sharing of Scientific Experiments: Improving Discoverability and Reusability of Dielectric Measurements of Biological Tissues. SWAT4LS (2017)
Benjamin Heitmann, Felix Hermsen, Stefan Decker
k - RDF-Neighbourhood Anonymity: Combining Structural and Attribute-based Anonymisation for Linked Data. PrivOn@ISWC (2017)
Ali Hasnain, Qaiser Mehmood, Syeda Sana e Zainab, Muhammad Saleem, Claude N. Warren Jr., Durre Zehra, Stefan Decker, Dietrich Rebholz-Schuhmann
BioFed: federated query processing over life sciences linked open data. J. Biomed. Semant. 8 (1) (2017)
Sabrina Kirrane, Alessandra Mileo, Stefan Decker
Access control and the Resource Description Framework: A survey. Semantic Web 8 (2) (2017)
Michael Cochez, Dominik Hüser, Stefan Decker
The Future of the Semantic Web: Prototypes on a Global Distributed Filesystem. ICDCS (2017)
Christophe Debruyne, Oya Deniz Beyan, Rebecca Grant, Sandra Collins, Stefan Decker, Natalie Harrower
A semantic architecture for preserving and interpreting the information contained in Irish historical vital records. Int. J. Digit. Libr. 17 (3) (2016)
Oya Deniz Beyan, Stefan Decker
An RDF Based Semantic Approach to Model Temporal Relations in Health Records. SWAT4LS (2016)
Michael Cochez, Stefan Decker, Eric Prud'hommeaux
Knowledge Representation on the Web Revisited: The Case for Prototypes. ISWC (1) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stefan Decker