Data Science: Wissenschaftliche Publikationen

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2024 NFDI4DSO: Towards a BFO Compliant Ontology for Data Science
Gesese, Genet Asefa; Waitelonis, Jörg; Chen, Zongxiong; Schimmler, Sonja; Sack, Harald
Paper
2024 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
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 Pattern Recognition. Introduction, Features, Classifiers and Principles
Beyerer, Jürgen; Hagmanns, Raphael; Stadler, Daniel
Buch
Book
2024 Product-Focused Software Process Improvement. 24th International Conference, PROFES 2023. Proceedings. Pt.I
Tagungsband
Conference Proceeding
2024 Leveraging LLMs for Efficient Topic Reviews
Gana, Bady; Leiva-Araos, Andrés; Allende-Cid, Héctor; García, José
Zeitschriftenaufsatz
Journal Article
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 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 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 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
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 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 RIXA - Explaining Artificial Intelligence in Natural Language
Becker, Maximilian; Vishwesh, Vishwesh; Birnstill, Pascal; Schwall, Finn; Wu, Sihan; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2023 Leitfaden zur Durchführung von KI-Projekten
Kutzias, Damian; Dukino, Claudia; Leuteritz, Jan-Paul
Studie
Study
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 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
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 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 Research Knowledge Graphs in NFDI4DS
Karmakar, Saurav; Zloch, Matthäus; Fidan Limani; 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 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 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 NFDI4DS at a Glance
Schimmler, Sonja; Hennig, Christine
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 Bringing Data Science to Practice
Kutzias, Damian; Dukino, Claudia
Konferenzbeitrag
Conference Paper
2023 Digital patient twins for personalized therapeutics and pharmaceutical manufacturing
Fischer, Rene-Pascal; Volpert, Annika; Oliveira Antonino, Pablo; Ahrens, Theresa
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 Preparing Data Science Projects - between Economic Aspects and Requirements Analysis
Dukino, Claudia; Kutzias, Damian
Konferenzbeitrag
Conference Paper
2023 It's about Time: Analytical Time Periodization
Andrienko, Natalia; Andrienko, Gennady
Zeitschriftenaufsatz
Journal Article
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica