Oya Deniz Beyan

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 16

Top Topics

Historical Data

Big Data Analytics

Gene Expression Data

Transactional Databases

Top Venues

Publications

Maximilian Jugl, Sascha Welten, Yongli Mou, Yeliz Ucer Yediel, Oya Deniz Beyan, Ulrich Sax, Toralf Kirsten
Privacy-Preserving Linkage of Distributed Datasets using the Personal Health Train. CoRR (2023)
Lars Quakulinski, Adamantios Koumpis, Oya Deniz Beyan
The Library of Babel as a Digital Library of Human Mistakes. JCDL (2023)
Lars Quakulinski, Adamantios Koumpis, Oya Deniz Beyan
Transparency in Medical Artificial Intelligence Systems. Int. J. Semantic Comput. 17 (4) (2023)
Lars Quakulinski, Adamantios Koumpis, Oya Deniz Beyan
Establishing Transparency in Artificial Intelligence Systems. TransAI (2022)
Yongli Mou, Sascha Welten, Yeliz Ucer Yediel, Toralf Kirsten, Oya Deniz Beyan
Distributed Learning for Melanoma Classification using Personal Health Train. CoRR (2021)
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)
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)
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)
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)
Oya Deniz Beyan, Andrea Wuchner, Dirk Eisengräber-Pabst, Christoph Quix, Christian Zaschke, Oliver Schumacher
Research Data in the Fraunhofer Digital Project: Creating a FAIR Research Data Infrastructure and Culture. RO (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)
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)
Oya Deniz Beyan, Siegfried Handschuh, Adamantios Koumpis, Garyfallos Fragidis, Stefan Decker
A Framework for Applying Data Integration and Curation Pipelines to Support Integration of Migrants and Refugees in Europe. PRO-VE (2016)
Heike Felzmann, Timur Beyan, Mark Ryan, Oya Deniz Beyan
Implementing an ethical approach to big data analytics in assistive robotics for elderly with dementia. SIGCAS Comput. Soc. 45 (3) (2015)
Oya Deniz Beyan, P. J. Mealy, Dolores Grant, Rebecca Grant, Natalie Harrower, Ciara Breathnach, Sandra Collins, Stefan Decker
Historical Data Preservation and Interpretation Pipeline for Irish Civil Registration Records. OTM Workshops (2015)
Christophe Debruyne, Oya Deniz Beyan, Rebecca Grant, Sandra Collins, Stefan Decker
On a Linked Data Platform for Irish Historical Vital Records. TPDL (2015)
Laleh Kazemzadeh, Maulik R. Kamdar, Oya Deniz Beyan, Stefan Decker, Frank Barry
LinkedPPI: Enabling Intuitive, Integrative Protein-Protein Interaction Discovery. LISC@ISWC (2014)
Oya Deniz Beyan, Aftab Iqbal, Yasar Khan, Athos Antoniades, John A. Keane, Panagiotis Hasapis, Christos Georgousopoulos, Myrto Ioannidi, Stefan Decker, Ratnesh Sahay
Querying phenotype-genotype associations across multiple knowledge bases using Semantic Web technologies. BIBE (2013)
Ratnesh Sahay, Dimitrios Ntalaperas, Eleni Kamateri, Panagiotis Hasapis, Oya Deniz Beyan, Marie-Pierre F. Strippoli, Christiana Demetriou, Thomai Gklarou-Stavropoulou, Mathias Brochhausen, Konstantinos A. Tarabanis, Thanassis Bouras, David Tian, Aristos Aristodimou, Athos Antoniades, Christos Georgousopoulos, Manfred Hauswirth, Stefan Decker
An Ontology for Clinical Trial Data Integration. SMC (2013)
Konstantinos Perakis, Thanassis Bouras, Dimitrios Ntalaperas, Panagiotis Hasapis, Christos Georgousopoulos, Ratnesh Sahay, Oya Deniz Beyan, Cristi Potlog, Daniela Usurelu
Advancing Patient Record Safety and EHR Semantic Interoperability. SMC (2013)
Oya Deniz Beyan, Nazife Baykal
A Knowledge Based Search Tool for Performance Measures in Health Care Systems. J. Medical Syst. 36 (1) (2012)