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Improving Correlation Capture in Generating Imbalanced Data using Differentially Private Conditional GANs


Jun 28, 2022
Chang Sun, Johan van Soest, Michel Dumontier


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Knowledge Graphs Evolution and Preservation -- A Technical Report from ISWS 2019


Dec 22, 2020
Nacira Abbas, Kholoud Alghamdi, Mortaza Alinam, Francesca Alloatti, Glenda Amaral, Claudia d'Amato, Luigi Asprino, Martin Beno, Felix Bensmann, Russa Biswas, Ling Cai, Riley Capshaw, Valentina Anita Carriero, Irene Celino, Amine Dadoun, Stefano De Giorgis, Harm Delva, John Domingue, Michel Dumontier, Vincent Emonet, Marieke van Erp, Paola Espinoza Arias, Omaima Fallatah, Sebastián Ferrada, Marc Gallofré Ocaña, Michalis Georgiou, Genet Asefa Gesese, Frances Gillis-Webber, Francesca Giovannetti, Marìa Granados Buey, Ismail Harrando, Ivan Heibi, Vitor Horta, Laurine Huber, Federico Igne, Mohamad Yaser Jaradeh, Neha Keshan, Aneta Koleva, Bilal Koteich, Kabul Kurniawan, Mengya Liu, Chuangtao Ma, Lientje Maas, Martin Mansfield, Fabio Mariani, Eleonora Marzi, Sepideh Mesbah, Maheshkumar Mistry, Alba Catalina Morales Tirado, Anna Nguyen, Viet Bach Nguyen, Allard Oelen, Valentina Pasqual, Heiko Paulheim, Axel Polleres, Margherita Porena, Jan Portisch, Valentina Presutti, Kader Pustu-Iren, Ariam Rivas Mendez, Soheil Roshankish, Sebastian Rudolph, Harald Sack, Ahmad Sakor, Jaime Salas, Thomas Schleider, Meilin Shi, Gianmarco Spinaci, Chang Sun, Tabea Tietz, Molka Tounsi Dhouib, Alessandro Umbrico, Wouter van den Berg, Weiqin Xu


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Towards FAIR protocols and workflows: The OpenPREDICT case study


Nov 20, 2019
Remzi Celebi, Joao Rebelo Moreira, Ahmed A. Hassan, Sandeep Ayyar, Lars Ridder, Tobias Kuhn, Michel Dumontier

* Preprint. Submitted to PeerJ on 13th November 2019. 3 appendixes as PDF files 

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Privacy-Preserving Generalized Linear Models using Distributed Block Coordinate Descent


Nov 08, 2019
Erik-Jan van Kesteren, Chang Sun, Daniel L. Oberski, Michel Dumontier, Lianne Ippel

* Fully reproducible code for all results and images can be found at https://github.com/vankesteren/privacy-preserving-glm, and the software package can be found at https://github.com/vankesteren/privreg 

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On Reasoning with RDF Statements about Statements using Singleton Property Triples


Sep 15, 2015
Vinh Nguyen, Olivier Bodenreider, Krishnaprasad Thirunarayan, Gang Fu, Evan Bolton, Núria Queralt Rosinach, Laura I. Furlong, Michel Dumontier, Amit Sheth


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Towards quantitative measures in applied ontology


Feb 16, 2012
Robert Hoehndorf, Michel Dumontier, Georgios V. Gkoutos

* Initial manuscript, submitted to FOIS 2012 

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