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Towards General Deep Leakage in Federated Learning


Oct 18, 2021
Jiahui Geng, Yongli Mou, Feifei Li, Qing Li, Oya Beyan, Stefan Decker, Chunming Rong


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Secure Evaluation of Knowledge Graph Merging Gain


Feb 26, 2021
Leandro Eichenberger, Michael Cochez, Benjamin Heitmann, Stefan Decker


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DeepCOVIDExplainer: Explainable COVID-19 Predictions Based on Chest X-ray Images


Apr 10, 2020
Md. Rezaul Karim, Till Döhmen, Dietrich Rebholz-Schuhmann, Stefan Decker, Michael Cochez, Oya Beyan


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OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data


Sep 09, 2019
Md. Rezaul Karim, Michael Cochez, Oya Beyan, Stefan Decker, Christoph Lange

* IEEE International Conference on Bioinformatics and Bioengineering(IEEE BIBE 2019) 
* In proc. of 19th IEEE International Conference on Bioinformatics and Bioengineering(IEEE BIBE 2019) 

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Structured Query Construction via Knowledge Graph Embedding


Sep 06, 2019
Ruijie Wang, Meng Wang, Jun Liu, Michael Cochez, Stefan Decker


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Transferring knowledge from monitored to unmonitored areas for forecasting parking spaces


Aug 07, 2019
Andrei Ionita, André Pomp, Michael Cochez, Tobias Meisen, Stefan Decker

* Preprint of an article to be published in Int J. on Artificial Intelligence Tools (IJAIT) 

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Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network


Aug 04, 2019
Md. Rezaul Karim, Michael Cochez, Joao Bosco Jares, Mamtaz Uddin, Oya Beyan, Stefan Decker


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Recurrent Deep Embedding Networks for Genotype Clustering and Ethnicity Prediction


May 30, 2018
Md. Rezaul Karim, Michael Cochez, Oya Deniz Beyan, Achille Zappa, Ratnesh Sahay, Stefan Decker, Dietrich-Rebholz Schuhmann

* This article is based on a workshop paper discussed at the ESWC workshop on Semantic Web Solutions for Large-scale Biomedical Data Analytics (SeWeBMeDA), in Slovenia, May 28-29, 2017. The authors would like to thank the anonymous reviewers for their useful comments which helped us to further extend and improve the draft. Pages: 23 

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Knowledge Representation on the Web revisited: Tools for Prototype Based Ontologies


Jul 16, 2016
Michael Cochez, Stefan Decker, Eric Prud'hommeaux

* Related software available from https://github.com/miselico/knowledgebase/ 

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