Fraunhofer-Verbund IUK-Technologie
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2025 | Converter: Enhancing Interoperability in Research Data Management Efeoglu, Sefika; Chen, Zongxiong; Schimmler, Sonja; Wentzel, Bianca |
Konferenzbeitrag Conference Paper |
| 2025 | Exploring and Adapting Mining Techniques for Weighted and Multidimensional Sequential Data Christian, Marvin |
Master Thesis |
| 2025 | Towards a joint semantic analysis in mobile forensics environments Xi, Jian; Siegel, Melanie; Labudde, Dirk; Spranger, Michael |
Zeitschriftenaufsatz Journal Article |
| 2025 | Addressing a new Paradigm Shift: An Empirical Study on Novel Project Characteristics for Foundation Model Projects Giesselbach, Sven; Wegener, Dennis; Helmer, Lennard; Martens, Claudio; Rüping, Stefan |
Zeitschriftenaufsatz Journal Article |
| 2025 | Machine Learning, Optimization, and Data Science. 10th International Conference, LOD 2024. Pt.II | Tagungsband Conference Proceeding |
| 2025 | Digital Ecosystem for Time Series Data Management in Earth System Science Schäfer, David; Abbrent, Martin; Brinckmann, Nils; Gransee, Florian; Hemmen, Joost; Kuhnert, Tobias; Kunkel, Ralf; Lorenz, Christof; Lünenschloß, Peter; Palm, Bert; Schnicke, Thomas; Schaaf, Hylke van der; Bumberger, Jan |
Meeting Abstract |
| 2025 | Guide to the implementation of AI projects Kutzias, Damian; Dukino, Claudia; Leuteritz, Jan-Paul |
Studie Study |
| 2025 | Evaluation of early student performance prediction given concept drift Sonnleitner, Benedikt; Madou, Tom; Deceuninck, Matthias; Theodosiou, Filotas; Sagaert, Yves R. |
Zeitschriftenaufsatz Journal Article |
| 2025 | Feasibility study on integrating morphological and transcriptomic data for identifying teratogenic molecular markers in zebrafish embryo toxicity testing Wehr, Matthias; Witters, Hilda E.; Remy, Silvie; Schultz, Bruce; Jacobs, Marc; Escher, Sylvia |
Zeitschriftenaufsatz Journal Article |
| 2024 | NFDI4DSO: Towards a BFO Compliant Ontology for Data Science Gesese, Genet Asefa; Waitelonis, Jörg; Chen, Zongxiong; Schimmler, Sonja; Sack, Harald |
Paper |
| 2024 | Leveraging LLMs for Efficient Topic Reviews Gana, Bady; Leiva-Araos, Andrés; Allende-Cid, Héctor; García, José |
Zeitschriftenaufsatz Journal Article |
| 2024 | Dataset of miRNA-disease relations extracted from textual data using transformer-based neural networks Madan, Sumit; Kühnel, Lisa; Fröhlich, Holger; Hofmann-Apitius, Martin; Fluck, Juliane |
Zeitschriftenaufsatz Journal Article |
| 2024 | Artificial Intelligence. What Is Behind the Technology of the Future? Paass, Gerhard; Hecker, Dirk |
Buch Book |
| 2024 | Leveraging Patient Data Repositories to Advance Medical Cannabinoid Research Landschaft, Assaf; Hirt, Garvin; Ihlenfeld, André |
Poster |
| 2024 | Towards an ELSA Curriculum for Data Scientists Christoforaki, Maria; Beyan, Oya Deniz |
Zeitschriftenaufsatz Journal Article |
| 2024 | Wie Agenten und Foundation-Modelle bei der Versorgung Schwerverletzter helfen Meyer, Mareen; Giesselbach, Sven; Antweiler, Dario; Defosse, Jérôme; Hensen, Sandra; Iser, Henri; Salge, Torsten Oliver; Stead, Susan; Tjardes, Thorsten; Waloßek, Nina |
Paper |
| 2024 | Entwicklung einer KI für automatisierte Tierschutzkontrollen in der Schweineschlachtung Beecks, Christian; Graß, Alexander; Kitschke, Felix; Jentsch, Marc; Amalraj, Anandraj; Norz, Maximilian; Schäffer, Patric |
Konferenzbeitrag Conference Paper |
| 2024 | Ein Vorgehensmodell zum systematischen Planen und Aufsetzen von Data Science Projekten Dukino, Claudia |
Dissertation Doctoral Thesis |
| 2024 | New Data Sources for Process Mining Egger, Andreas |
Dissertation Doctoral Thesis |
| 2024 | GEDI: Generating Event Data with Intentional Features for Benchmarking Process Mining Maldonado, Andrea; Frey, Christian Maximilian Michael; Tavares, Gabriel Marques; Rehwald, Nikolina; Seidl, Thomas |
Konferenzbeitrag Conference Paper |
| 2024 | MAATrica: a measure for assessing consistency and methods in medicinal and nutraceutical chemistry papers Panzarella, Giulia; Gallo, Alessandro; Coecke, Sandra; Querci, Maddalena; Ortuso, Francesco; Hofmann-Apitius, Martin; Veltri, Pierangelo; Bajorath, Jürgen; Alcaro, Stefano |
Zeitschriftenaufsatz Journal Article |
| 2024 | Leveraging YOLO for Real-Time Video Analysis of Animal Welfare in Slaughtering Processes Amalraj, Anandraj; Graß, Alexander; Jentsch, Marc; Kitschke, Felix; Norz, Maximilian; Schäffer, Patric; Beecks, Christian |
Paper |
| 2024 | Coatings Intelligence: Data-driven Automation for Chemistry 4.0 Hoseini, Sayed; Zhang, Gaoyuan; Polke, Dominik; Surjana, Alvin Immanuel; Wagner, Lasse; Schmitz, Christian; Quix, Christoph |
Konferenzbeitrag Conference Paper |
| 2024 | Repetition, Replay, Replica - A Survey on the Understanding of Resimulation in the Context of Automated Driving Eisemann, Leon; Neis, Nicole; Beyerer, Jürgen; Maucher, Johannes |
Konferenzbeitrag Conference Paper |
| 2024 | Pattern Recognition. Introduction, Features, Classifiers and Principles Beyerer, Jürgen; Hagmanns, Raphael; Stadler, Daniel |
Buch Book |
| 2024 | Algorithmic Mathematics in Machine Learning Bohn, Bastian; Garcke, Jochen; Griebel, Michael |
Buch Book |
| 2024 | Product-Focused Software Process Improvement. 24th International Conference, PROFES 2023. Proceedings. Pt.I | Tagungsband Conference Proceeding |
| 2024 | Towards Privacy-Preserving Machine Learning in Sovereign Data Spaces: Opportunities and Challenges Akbari Gurabi, Mehdi; Hermsen, Felix; Mandal, Avikarsha; Decker, Stefan |
Konferenzbeitrag Conference Paper |
| 2023 | A natural language processing system for the efficient updating of highly curated pathophysiology mechanism knowledge graphs Babaiha, Negin Sadat; Elsayed, Hassan; Zhang, Bide; Kaladharan, Abish; Sethumadhavan, Priya; Schultz, Bruce; Klein, Jürgen; Freudensprung, Bruno; Lage-Rupprecht, Vanessa; Tom Kodamullil, Alpha; Jacobs, Marc; Geissler, Stefan; Madan, Sumit; Hofmann-Apitius, Martin |
Zeitschriftenaufsatz Journal Article |
| 2023 | Development of an early alert model for pandemic situations in Germany Wang, Danqi; Lentzen, Manuel; Botz, Jonas; Valderrama Nino, Diego Felipe; Deplante, Lucille; Perrio, Jules; Génin, Marie; Thommes, Edward; Coudeville, Laurent; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2023 | Explainability of Automated Fact Verification Systems: A Comprehensive Review Vallayil, Manju; Nand, Parma; Qi Yan, Wei; Allende-Cid, Héctor |
Zeitschriftenaufsatz Journal Article |
| 2023 | Enhancing Reproducibility in Research Through FAIR Digital Objects Boukhers, Zeyd; Castro, Leyla Jael |
Konferenzbeitrag Conference Paper |
| 2023 | NFDI4DS Infrastructure and Services Schimmler, Sonja; Wentzel, Bianca; Bleier, Arnim; Dietze, Stefan; Karmakar, Saurav; Mutschke, Peter; Kraft, Angelie; Taffa, Tilahun A.; Usbeck, Ricardo; Boukhers, Zeyd; Auer, Sören; Castro, Leyla Jael; Ackermann, Marcel R.; Neumuth, Thomas; Schneider, Daniel; Abedjan, Ziawasch; Latif, Atif; Limani, Fidan; Ahmad, Raia Abu; Rehm, Georg; Khorasani, Sima Attar; Lieber, Matthias |
Konferenzbeitrag Conference Paper |
| 2023 | Contradiction Detection in Financial Reports Deußer, Tobias; Pielka, Maren; Pucknat, Lisa; Jacob, Basil; Dilmaghani, Tim; Nourimand, Mahdis; Kliem, Bernd; Loitz, Rüdiger; Bauckhage, Christian; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2023 | NFDI4DS Transfer and Application Borisova, Ekaterina; Abu Ahmad, Raia; Rehm, Georg; Usbeck, Ricardo; D'Souza, Jennifer; Stocker, Markus; Auer, Sören; Gilsbach, Judith; Wolschewski, Anastasia; Keller, Johannes; Schneider, Daniel; Neumuth, Thomas; Schimmler, Sonja |
Konferenzbeitrag Conference Paper |
| 2023 | Research Knowledge Graphs in NFDI4DS Karmakar, Saurav; Zloch, Matthäus; Limani, Fidan; Zapilko, Benjamin; Upadhyaya, Sharmila; D’Souza, Jennifer; Castro, Leyla Jael; Rehm, Georg; Ackermann, Marcel R.; Sack, Harald; Boukhers, Zeyd; Schimmler, Sonja |
Konferenzbeitrag Conference Paper |
| 2023 | NFDI4DS at a Glance Schimmler, Sonja; Hennig, Christine |
Konferenzbeitrag Conference Paper |
| 2023 | KI-Engineering in der Produktion Frey, Christian; Goßmann, Ann-Kathrin; Hasterok, Constanze; Hertweck, Philipp; Kühnert, Christian; Pfrommer, Julius; Usländer, Thomas; Ernis, Gunar; Hecker, Dirk; Poretschkin, Maximilian; Schulz, Daniel; Wegener, Dennis; Wirtz, Tim; Zimmermann, Alexander |
Paper |
| 2023 | Exploring Design Characteristics of Data Trustees in Healthcare - Taxonomy and Archetypes Lauf, Florian; Scheider, Simon; Friese, Jana; Kilz, Sarah; Radic, Marija; Burmann, Anja |
Konferenzbeitrag Conference Paper |
| 2023 | Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark Wagner, Martin; Müller-Stich, Beat Peter; Kisilenko, Anna; Tran, Duc; Heger, Patrick; Mündermann, Lars; Lubotsky, David M.; Müller, Benjamin; Davitashvili, Tornike; Capek, Manuela; Reinke, Annika; Reid, Carissa; Yu, Tong; Vardazaryan, Armine; Nwoye, Chinedu Innocent; Padoy, Nicolas; Liu, Xinyang; Lee, Eung Joo; Disch, Constantin; Meine, Hans; Xia, Tong; Jia, Fucang; Kondo, Satoshi; Reiter, Wolfgang; Jin, Yueming; Long, Yonghao; Jiang, Meirui; Dou, Qi; Heng, Pheng Ann; Twick, Isabell; Kirtac, Kadir; Hosgor, Enes; Bolmgren, Jon Lindström; Stenzel, Michael; von Siemens, Björn; Zhao, Long; Ge, Zhenxiao; Sun, Haiming; Xie, Di; Guo, Mengqi; Liu, Daochang; Kenngott, Hannes Götz; Nickel, Felix X.; von Frankenberg, Moritz; Mathis-Ullrich, Franziska; Kopp-Schneider, Annette; Maier-Hein, Lena; Speidel, Stefanie; Bodenstedt, Sebastian |
Zeitschriftenaufsatz Journal Article |
| 2023 | Digital patient twins for personalized therapeutics and pharmaceutical manufacturing Fischer, Rene-Pascal; Volpert, Annika; Oliveira Antonino, Pablo; Ahrens, Theresa |
Zeitschriftenaufsatz Journal Article |
| 2023 | Bringing Data Science to Practice Kutzias, Damian; Dukino, Claudia |
Konferenzbeitrag Conference Paper |
| 2023 | Preparing Data Science Projects - between Economic Aspects and Requirements Analysis Dukino, Claudia; Kutzias, Damian |
Konferenzbeitrag Conference Paper |
| 2023 | RIXA - Explaining Artificial Intelligence in Natural Language Becker, Maximilian; Vishwesh, Vishwesh; Birnstill, Pascal; Schwall, Finn; Wu, Sihan; Beyerer, Jürgen |
Konferenzbeitrag Conference Paper |
| 2023 | Design of the formalized and integrated Alzheimer's Disease Ontology and its application in retrieving textual data via text mining Zhang, Bide; Lage-Rupprecht, Vanessa; Wegner, Philipp; Sargsyan, Astghik; Gebel, Stephan; Jacobs, Marc; Klein, Jürgen; Hofmann-Apitius, Martin; Tom Kodamullil, Alpha |
Zeitschriftenaufsatz Journal Article |
| 2023 | It's about Time: Analytical Time Periodization Andrienko, Natalia; Andrienko, Gennady |
Zeitschriftenaufsatz Journal Article |
| 2023 | Comparative Analysis of Process Models for Data Science Projects Kutzias, Damian; Dukino, Claudia; Kötter, Falko; Kett, Holger Joachim |
Konferenzbeitrag Conference Paper |
| 2023 | Leitfaden zur Durchführung von KI-Projekten Kutzias, Damian; Dukino, Claudia; Leuteritz, Jan-Paul |
Studie Study |
| 2023 | The Epilepsy Ontology: a community-based ontology tailored for semantic interoperability and text mining Sargsyan, Astghik; Wegner, Philipp; Gebel, Stephan; Kaladharan, Abish; Sethumadhavan, Priya; Lage-Rupprecht, Vanessa; Darms, Johannes; Schultz, Bruce; Klein, Jürgen; Jacobs, Marc; Madan, Sumit; Hofmann-Apitius, Martin; Tom Kodamullil, Alpha |
Zeitschriftenaufsatz Journal Article |
| 2023 | R2-AD2: Detecting Anomalies by Analysing the Raw Gradient Schulze, Jan-Philipp; Sperl, Philip; Răduțoiu, Ana Teodora; Sagebiel, Carla; Böttinger, Konstantin |
Konferenzbeitrag Conference Paper |
| 2023 | PADME-SoSci: A Platform for Analytics and Distributed Machine Learning for the Social Sciences Boukhers, Zeyd; Bleier, Arnim; Ucer Yediel, Yeliz; Hienstorfer-Heitmann, Mio; Jaberansary, Mehrshad; Welten, Sascha; Koumpis, Adamantios; Beyan, Oya Deniz |
Konferenzbeitrag Conference Paper |
| 2023 | Explainable AI for Bioinformatics: Methods, Tools and Applications Karim, Md. Rezaul; Islam, Tanhim; Shajalal, Md; Beyan, Oya; Lange, Christoph; Cochez, Michael; Rebholz-Schuhmann, Dietrich; Decker, Stefan |
Zeitschriftenaufsatz Journal Article |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica