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Dr. Michael Cochez - Publications


2021
Unsupervised Feature Selection for Efficient Exploration of High Dimensional Data
Published in 25th European Conference on Advances in Databases and Information Systems (ADBIS2021) by Arnab Chakrabarti, Abhijeet Das, Michael Cochez, Christoph Quix
Towards Easy Vocabulary Drafts with Neologism 2.0
Published in Proceedings of the 18th Extended Semantic Web Conference 2021 by Johannes Theissen-Lipp, Lars Gleim, Michael Cochez, Iraklis Dimitriadis, Hussain Ali, Daniel Hoppe Alvarez, Christoph Lange, Stefan Decker
2020
Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network
Published in IEEE International Conference on Data Science and Advanced Analytics (DSAA'2020) by Md. Rezaul Karim, Bharathi Raja Chakravarti, John P. McCrae, Michael Cochez
DeepCOVIDExplainer: Explainable COVID-19 Diagnosis from Chest X-ray Images
Published in IEEE International Conference on Bioinformatics and Biomedicine (BIBM'2020) by Md. Rezaul Karim, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker
SchemaTree: Maximum-likelihood Property Recommendation for Wikidata
Published in Proceedings of the 17th Extended Semantic Web Conference 2020 by Lars Gleim, Rafael Schimassek, Dominik Hüser, Maximilian Peters, Christoph Krämer, Michael Cochez, Stefan Decker
Convolutional Embedded Networks for Population Scale Clustering and Bio-ancestry Inferencing
Published in IEEE/ACM Transactions on Computational Biology and Bioinformatics by Md. Rezaul Karim, Michael Cochez, Dietrich Rebholz-Schuhmann, Oya Beyan, Stefan Decker
OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data
Published in 19th IEEE International Conference on Bioinformatics and Bioengineering (IEEE BIBE 2019) by Md. Rezaul Karim, Michael Cochez, Oya Beyan, Stefan Decker, Christoph Lange
2017
Towards a FAIR Sharing of Scientific Experiments: Improving Discoverability and Reusability of Dielectric Measurements of Biological Tissues
Published in Proceedings of the 10th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences (SWAT4LS 2017) by Md. Rezaul Karim, Matthias Heinrichs, Lars Gleim, Michael Cochez, Emily Porter, Alessandra La Gioia, Saqib Salahuddin, Martin O'Halloran, Stefan Decker, Oya Beyan
Knowledge representation on the web revisited: the case for prototypes
Published in International Semantic Web Conference (pp. 151-166). Springer International Publishing. by Michael Cochez, Stefan Decker