Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
2024 |
Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks
Yang, Cong; Indurkhya, Bipin; See, John; Gao, Bo; Ke, Yan; Boukhers, Zeyd; Yang, Zhenyu; Grzegorzek, Marcin |
Zeitschriftenaufsatz Journal Article
|
2024 |
YawnNet: A Visual-Centric Approach for Yawning Detection
Sun, Ruoxi; Yang, Xinyu; Qian, Cong; Zhu, Chenyu; Sui, Wei; Boukhers, Zeyd; Yang, Cong |
Konferenzbeitrag Conference Paper
|
2024 |
Deep author name disambiguation using DBLP data
Boukhers, Zeyd; Asundi, Nagaraj Bahubali |
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 |
Data Trading and Monetization: Challenges and Open Research Directions
Ramadan, Qusai; Boukhers, Zeyd; Alshaikh, Muath; Lange-Bever, Christoph; Jürjens, Jan |
Konferenzbeitrag Conference Paper
|
2023 |
Enhancing Data Space Semantic Interoperability through Machine Learning: a Visionary Perspective
Boukhers, Zeyd; Lange-Bever, Christoph; Beyan, Oya Deniz |
Konferenzbeitrag Conference Paper
|
2023 |
Beyond Trading Data: The Hidden Influence of Public Awareness and Interest on Cryptocurrency Volatility
Boukhers, Zeyd; Bouabdallah, Azeddine; Yang, Cong; Jürjens, Jan |
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 |
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 |
Pedestrian Collision Prediction Using a Monocular Camera
Chen, Shiyuan; Qin, Xue; Boukhers, Zeyd; See, John; Sui, Wei; Yang, Cong |
Konferenzbeitrag Conference Paper
|
2023 |
Knowledge guided multi-filter residual convolutional neural network for ICD coding from clinical text
Boukhers, Zeyd; Goswami, Prantik; Jürjens, Jan |
Zeitschriftenaufsatz Journal Article
|
2022 |
Whois? Deep Author Name Disambiguation Using Bibliographic Data
Boukhers, Zeyd; Asundi, Nagaraj Bahubali |
Konferenzbeitrag Conference Paper
|
2021 |
A Minimal Information Model for Potential Drug-Drug Interactions
Hochheiser, H.; Jing, X.; Garcia, E.A.; Ayvaz, S.; Sahay, R.; Dumontier, M.; Banda, J.M.; Beyan, O.; Brochhausen, M.; Draper, E.; Habiel, S.; Hassanzadeh, O.; Herrero-Zazo, M.; Hocum, B.; Horn, J.; LeBaron, B.; Malone, D.C.; Nytro, O.; Reese, T.; Romagnoli, K.; Schneider, J.; Zhang, L.; Boyce, R.D. |
Zeitschriftenaufsatz Journal Article
|
2021 |
Deep learning-based clustering approaches for bioinformatics
Karim, M.R.; Beyan, O.; Zappa, A.; Costa, I.G.; Rebholz-Schuhmann, D.; Cochez, M.; Decker, S. |
Zeitschriftenaufsatz Journal Article
|
2021 |
Dams: A distributed analytics metadata schema
Welten, S.; Neumann, L.; Yediel, Y.U.; Bonino da Silva Santos, L.O.; Decker, S.; Beyan, O. |
Zeitschriftenaufsatz Journal Article
|
2021 |
DeepKneeExplainer: 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 |
Zeitschriftenaufsatz Journal Article
|
2021 |
Distributed Skin Lesion Analysis Across Decentralised Data Sources
Mou, Y.; Welten, S.; Jaberansary, M.; Ucer Yediel, Y.; Kirsten, T.; Decker, S.; Beyan, O. |
Konferenzbeitrag Conference Paper
|
2020 |
DeepCOVIDExplainer: Explainable COVID-19 Diagnosis from Chest X-ray Images
Karim, M.R.; Döhmen, T.; Cochez, M.; Beyan, O.; Rebholz-Schuhmann, D.; Decker, S. |
Konferenzbeitrag Conference Paper
|
2020 |
Enabling 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. |
Zeitschriftenaufsatz Journal Article
|
2020 |
A 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. |
Zeitschriftenaufsatz Journal Article
|
2020 |
Implementation of eHealth and AI integrated diagnostics with multidisciplinary digitized data: Are we ready from an international perspective?
Bukowski, M.; Farkas, R.; Beyan, O.; Moll, L.; Hahn, H.; Kiessling, F.; Schmitz-Rode, T. |
Zeitschriftenaufsatz Journal Article
|
2019 |
OncoNetExplainer: Explainable predictions of cancer types based on gene expression data
Karim, M.R.; Cochez, M.; Beyan, O.; Decker, S.; Lange, Christoph |
Konferenzbeitrag Conference Paper
|
2019 |
Prognostically 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. |
Zeitschriftenaufsatz Journal Article
|
2019 |
Implementation 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. |
Konferenzbeitrag Conference Paper
|
2019 |
Design 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. |
Konferenzbeitrag Conference Paper
|
2019 |
Drug-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. |
Konferenzbeitrag Conference Paper
|
2018 |
Schema extraction for privacy preserving processing of sensitive data
Gleim, L.C.; Rezaul Karim, M.; Zimmermann, L.; Kohlbacher, O.; Stenzhorn, H.; Decker, S.; Beyan, O. |
Konferenzbeitrag Conference Paper
|
2018 |
Representing 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 |
Konferenzbeitrag Conference Paper
|
2018 |
Preface of SeWeBMeDA 2018: Semantic web solutions for large-scale biomedical data analytics
Hasnain, A.; Beyan, O.; Decker, S.; Rebholz-Schuhmann, D. |
Konferenzbeitrag Conference Paper
|
2018 |
A 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. |
Konferenzbeitrag Conference Paper
|
2018 |
Research Data in the Fraunhofer Digital Project. Creating a FAIR Research Data Infrastructure and Culture
Beyan, O.; Wuchner, Andrea; Eisengräber-Pabst, Dirk; Quix, C.; Zaschke, Christian; Schumacher, Oliver |
Konferenzbeitrag Conference Paper
|
2017 |
Minimum 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. |
Zeitschriftenaufsatz Journal Article
|
2017 |
Towards 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 |
Konferenzbeitrag Conference Paper
|
2016 |
An RDF based semantic approach to model temporal relations in health records
Beyan, O.; Decker, S. |
Konferenzbeitrag Conference Paper
|