Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Deep learning-based clustering approaches for bioinformatics
Karim, M.R.; Beyan, O.; Zappa, A.; Costa, I.G.; Rebholz-Schuhmann, D.; Cochez, M.; Decker, S.
Journal Article
2021DeepKneeExplainer: Explainable knee osteoarthritis diagnosis from radiographs and magnetic resonance imaging
Karim, Rezaul; Jiao, Jiao; Döhmen, Till; Cochez, Michael; Beyan, Oya; Rebholz-Schuhmann, Dietrich; Decker, Stefan
Journal Article
2021Distributed Skin Lesion Analysis Across Decentralised Data Sources
Mou, Y.; Welten, S.; Jaberansary, M.; Ucer Yediel, Y.; Kirsten, T.; Decker, S.; Beyan, O.
Conference Paper
2021Towards Easy Reusability in the Semantic Web
Lipp, J.; Gleim, L.; Decker, S.
Conference Paper
2020Automatic bootstrapping of GraphQL endpoints for RDF triple stores
Gleim, L.; Holzheim, T.; Koren, I.; Decker, S.
Conference Paper
2020DeepCOVIDExplainer: Explainable COVID-19 Diagnosis from Chest X-ray Images
Karim, M.R.; Döhmen, T.; Cochez, M.; Beyan, O.; Rebholz-Schuhmann, D.; Decker, S.
Conference Paper
2020Enabling ad-hoc reuse of private data repositories through schema extraction
Gleim, L.C.; Karim, M.R.; Zimmermann, L.; Kohlbacher, O.; Stenzhorn, H.; Decker, S.; Beyan, O.
Journal Article
2020Expressing factdag provenance with PROV-O
Gleim, L.; Tirpitz, L.; Pennekamp, J.; Decker, S.
Conference Paper
2020FactDAG: Formalizing Data Interoperability in an Internet of Production
Gleim, L.; Pennekamp, J.; Liebenberg, M.; Buchsbaum, M.; Niemietz, P.; Knape, S.; Epple, A.; Storms, S.; Trauth, D.; Bergs, T.; Brecher, C.; Decker, S.; Lakemeyer, G.; Wehrle, K.
Journal Article
2020Open challenges for the management and preservation of evolving data on the web
Gleim, L.; Decker, S.
Conference Paper
2020Rapid Next-Generation Sequencing - Based Diagnostics of Bacteremia in Septic Patients
Grumaz, C.; Hoffmann, A.; Vainshtein, Y.; Kopp, M.; Grumaz, S.; Stevens, P.; Decker, S.O.; Weigand, M.A.; Hofer, S.; Brenner, T.; Sohn, K.
Journal Article
2020SchemaTree: Maximum-Likelihood Property Recommendation for Wikidata
Gleim, L.C.; Schimassek, R.; Hüser, D.; Peters, M.; Krämer, C.; Cochez, M.; Decker, S.
Conference Paper
2020A snapshot neural ensemble method for cancer-type prediction based on copy number variations
Karim, M.R.; Rahman, A.; Jares, J.B.; Decker, S.; Beyan, O.
Journal Article
2020Structured query construction via knowledge graph embedding
Wang, R.; Wang, M.; Liu, J.; Cochez, M.; Decker, S.
Journal Article
2020Towards Reusability in the Semantic Web. Decoupling Naming, Validation, and Reasoning
Lipp, Johannes; Gleim, Lars; Decker, Stefan
Conference Paper
2019Beyond HCI and CSCW: Challenges and useful practices towards a human-centred vision of AI and IA
Oppermann, L.; Boden, A.; Hofmann, B.; Prinz, W.; Decker, S.
Conference Paper
2019Comparison between two genetic algorithms minimizing carbon footprint of energy and materials in a residential building
Gagnon, Richard; Gosselin, Louis; Park, Sumee; Stratbücker, Sebastian; Decker, Stéphanie Armand
Journal Article
2019Design of metadata services for clinical data interoperability in Germany
Löbe, M.; Beyan, O.; Stäubert, S.; Meineke, F.; Ammon, D.; Winter, A.; Decker, S.; Löffler, M.; Kirsten, T.
Conference Paper
2019Drug-drug interaction prediction based on knowledge graph embeddings and convolutional-LSTM network
Rezaul Karim, M.; Cochez, M.; Jares, J.B.; Uddin, M.; Beyan, O.; Decker, S.
Conference Paper
2019Enhanced performance of next-generation sequencing diagnostics compared with standard of care microbiological diagnostics in patients suffering from septic shock
Grumaz, Silke; Grumaz, Christian; Vainshtein, Yevhen; Stevens, Philip; Glanz, Karolina; Decker, Sebastian O.; Hofer, Stefan; Weigand, Markus A.; Brenner, Thorsten; Sohn, Kai
Journal Article
2019Implementation of clinical decision support services to detect potential drug-drug interaction using clinical quality language
Nguyen, B.-P.; Reese, T.; Decker, S.; Malone, D.; Boyce, R.D.; Beyan, O.
Conference Paper
2019Leveraging Knowledge Graph Embeddings for Natural Language Question Answering
Wang, R.J.; Wang, M.; Liu, J.; Chen, W.T.; Cochez, M.; Decker, S.
Conference Paper
2019New approaches for the detection of invasive fungal diseases in patients following liver transplantation - results of an observational clinical pilot study
Decker, Sebastian O.; Krüger, Albert; Wilk, Henryk; Grumaz, Silke; Vainshtein, Yevhen; Schmitt, Felix C.F.; Uhle, Florian; Bruckner, Thomas; Zimmermann, Stefan; Mehrabi, Arianeb; Mieth, Markus; Weiss, Karl Heinz; Weigand, Markus A.; Hofer, Stefan; Sohn, Kai; Brenner, Thorsten
Journal Article
2019OncoNetExplainer: Explainable predictions of cancer types based on gene expression data
Karim, M.R.; Cochez, M.; Beyan, O.; Decker, S.; Lange, C.
Conference Paper
2019Prognostically Relevant Subtypes and Survival Prediction for Breast Cancer Based on Multimodal Genomics Data
Karim, M.R.; Wicaksono, G.; Costa, I.G.; Decker, S.; Beyan, O.
Journal Article
2019Transferring Knowledge from Monitored to Unmonitored Areas for Forecasting Parking Spaces
Ionita, A.; Pomp, A.; Cochez, M.; Meisen, T.; Decker, S.
Journal Article
2018Blockchain for business applications: A systematic literature review
Konstantinidis, I.; Siaminos, G.; Timplalexis, C.; Zervas, P.; Peristeras, V.; Decker, S.
Conference Paper
2018Data makes the public sector go round
Christodoulou, P.; Decker, S.; Douka, A.-V.; Komopoulou, C.; Peristeras, V.; Sgagia, S.; Tsarapatsanis, V.; Vardouniotis, D.
Conference Paper
2018A distributed analytics platform to execute FHIR-based phenotyping algorithms
Karim, M.R.; Nguyen, B.-P.; Zimmermann, L.; Kirsten, T.; Löbe, M.; Meineke, F.; Stenzhorn, H.; Kohlbacher, O.; Decker, S.; Beyan, O.
Conference Paper
2018Mining maximal frequent patterns in transactional databases and dynamic data streams
Karim, M.R.; Cochez, M.; Beyan, O.D.; Ahmed, C.F.; Decker, S.
Journal Article
2018Next-generation sequencing diagnostics of bacteremia in sepsis (Next GeneSiS-Trial): Study protocol of a prospective, observational, noninterventional, multicenter, clinical trial
Brenner, Thorsten; Decker, Sebastian O.; Grumaz, Silke; Stevens, Philip; Bruckner, Thomas; Schmoch, Thomas; Pletz, Mathias W.; Bracht, Hendrik; Hofer, Stefan; Marx, Gernot; Weigand, Markus A.; Sohn, Kai
Journal Article
2018Preface of SeWeBMeDA 2018: Semantic web solutions for large-scale biomedical data analytics
Hasnain, A.; Beyan, O.; Decker, S.; Rebholz-Schuhmann, D.
Conference Paper
2018Representing medication guidelines for use in production rule systems in the context of POLYCARE project
Könning, Jonas W.; Velasco, Carlos A.; Mohamad, Yehya; Decker, Stefan; Beyan, Oya
Conference Paper
2018Schema extraction for privacy preserving processing of sensitive data
Gleim, L.C.; Rezaul Karim, M.; Zimmermann, L.; Kohlbacher, O.; Stenzhorn, H.; Decker, S.; Beyan, O.
Conference Paper
2018Smart Medical Information Technology for Healthcare (SMITH)
Winter, Alfred; Stäubert, Sebastian; Ammon, Danny; Aiche, Stephan; Beyan, Oya; Bischoff, Verena; Daumke, Philipp; Decker, Stefan; Funkat, Gert; Gewehr, Jan E.; Greiff, Armin de; Haferkamp, Silke; Hahn, Udo; Henkel, Andreas; Kirsten, Toralf; Klöss, Thomas; Lippert, Jörg; Löbe, Matthias; Lowitsch, Volker; Maassen, Oliver; Maschmann, Jens; Meister, Sven; Mikolajczyk, Rafael; Nüchter, Matthias; Pletz, Mathias W.; Rahm, Erhard; Riedel, Morris; Saleh, Kutaiba; Schuppert, Andreas; Smers, Stefan; Stollenwerk, André; Uhlig, Stefan; Wendt, Thomas; Zenker, Sven; Fleig, Wolfgang; Marx, Gernot; Scherag, André; Löffler, Markus
Journal Article
2018Where to park? Predicting free parking spots in unmonitored city areas
Ionita, A.; Pomp, A.; Cochez, M.; Meisen, T.; Decker, S.
Conference Paper
2017The future of the semantic web. Prototypes on a global distributed filesystem
Cochez, M.; Hüser, D.; Decker, S.
Conference Paper
2017Immune-response patterns and next generation sequencing diagnostics for the detection of mycoses in patients with septic shock - results of a combined clinical and experimental investigation
Decker, S.O.; Sigl, A.; Grumaz, C.; Stevens, P.; Vainshtein, Y.; Zimmermann, S.; Weigand, M.A.; Hofer, S.; Sohn, K.; Brenner, T.
Journal Article
2017k - RDF-neighbourhood anonymity. Combining structural and attribute-based anonymisation for linked data
Heitmann, B.; Hermsen, F.; Decker, S.
Conference Paper
2017Minimum information for dielectric measurements of biological tissues (MINDER)
Porter, E.; Gioia, A. La; Salahuddin, S.; Decker, S.; Shahzad, A.; Adnan Elahi, M.; O'Halloran, M.; Beyan, O.
Journal Article
2017Towards a FAIR sharing of scientific experiments: Improving discoverability and reusability of dielectric measurements of biological tissues
Rezaul Karim, M.; Heinrichs, Matthias; Gleim, Lars C.; Cochez, Michael; Porter, Emily; Gioia, Alessandra la; Salahuddin, Saqib; O'Halloran, Martin; Decker, Stefan; Beyan, Oya
Conference Paper
2016A Framework for Applying Data Integration and Curation Pipelines to Support Integration of Migrants and Refugees in Europe
Beyan, O.D.; Handschuh, S.; Koumpis, A.; Fragidis, G.; Decker, S.
Conference Paper
2016Knowledge representation on the web revisited: The case for prototypes
Cochez, Michael; Decker, Stefan; Prud’hommeaux, E.
Conference Paper
2016Next-generation sequencing diagnostics of bacteremia in septic patients
Grumaz, Silke; Stevens, Philip; Grumaz, Christian; Decker, Sebastian O.; Weigand, Markus A.; Hofer, Stefan; Brenner, Thorsten; Haeseler, Arndt von; Sohn, Kai
Journal Article
2016An RDF based semantic approach to model temporal relations in health records
Beyan, O.; Decker, S.
Conference Paper
2016A semantic architecture for preserving and interpreting the information contained in Irish historical vital records
Debruyne, C.; Beyan, O.D.; Grant, R.; Collins, S.; Decker, S.; Harrower, N.
Journal Article
2016Towards the use of graph summaries for privacy enhancing release and querying of linked data
Heitmann, Benjamin; Hermsen, Felix; Decker, Stefan
Conference Paper
2015Link Traversal Querying for a diverse Web of Data
Umbrich, J.; Hogan, A.; Polleres, A.; Decker, S.
Journal Article
2015Optimizing SPARQL query processing on dynamic and static data based on query time/freshness requirements using materialization
Dehghanzadeh, Soheila; Parreira, Josiane Xavier; Karnstedt, Marcel; Umbrich, Jürgen; Hauswirth, Manfred; Decker, Stefan
Conference Paper
2012Untersuchung und Implementierung des ADM1-Modell mit Matlab Simulink
Decker, Stefan
Bachelor Thesis
2011Towards networked knowledge
Decker, Stefan; Handschuh, Siegfried; Hauswirth, Manfred
Book Article
2009CERA: A collaborative environment reference architecture for interoperable CWE systems
Peristeras, V.; Fradinho, M.; Lee, D.; Prinz, W.; Ruland, R.; Iqbal, K.; Decker, S.
Journal Article
2006ECOSPACE - Towards an integrated collaboration space for eProfessionals
Prinz, W.; Löh, H.; Pallot, M.; Schaffers, H.; Skarmeta, A.; Decker, S.
Conference Paper