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ORCIDPoly/DMAH@VLDB 2021: Virtual Event
- El Kindi Rezig, Vijay Gadepally, Timothy G. Mattson, Michael Stonebraker, Tim Kraska, Fusheng Wang
, Gang Luo, Jun Kong, Alevtina Dubovitskaya:
Heterogeneous Data Management, Polystores, and Analytics for Healthcare - VLDB Workshops, Poly 2021 and DMAH 2021, Virtual Event, August 20, 2021, Revised Selected Papers. Lecture Notes in Computer Science 12921, Springer 2021, ISBN 978-3-030-93662-4
Privacy, Security and/or Policy Issues for Heterogenous Data
- Damianos Chatziantoniou, Verena Kantere:
Data Virtual Machines: Enabling Data Virtualization. 3-13 - Valter Uotila, Jiaheng Lu:
A Formal Category Theoretical Framework for Multi-model Data Transformations. 14-28 - Nuno Faria, José Pereira, Ana Nunes Alonso, Ricardo Vilaça:
Towards Generic Fine-Grained Transaction Isolation in Polystores. 29-42 - Deeptaanshu Kumar, Qian Li, Jason Li, Peter Kraft, Athinagoras Skiadopoulos, Lalith Suresh, Michael J. Cafarella, Michael Stonebraker:
Data Governance in a Database Operating System (DBOS). 43-59 - Muhammad El-Hindi, Zheguang Zhao, Carsten Binnig:
ACID-V: Towards a New Class of DBMSs for Data Sharing. 60-64 - Marco Vogt, David Lengweiler, Isabel Geissmann, Nils Hansen, Marc Hennemann, Cédric Mendelin, Sebastian Philipp, Heiko Schuldt:
Polystore Systems and DBMSs: Love Marriage or Marriage of Convenience? 65-69 - Jonas Spenger, Paris Carbone, Philipp Haller:
WIP: Pods: Privacy Compliant Scalable Decentralized Data Services. 70-82
DMAH 2021
- Simone Bottoni, Stefano Braghin, Theodora S. Brisimi, Alberto Trombetta:
Privacy-Preserving Distributed Support Vector Machines. 85-102 - Rufat Babayev, Lena Wiese:
Benchmarking Multi-instance Learning for Multivariate Time Series Analysis. 103-120 - Giannis Mouchakis, Babis Kostopoulos, Stasinos Konstantopoulos, Ilias Kanellos, Anargiros Tzerefos, Thanasis Vergoulis, Thodoris Dalamagas:
A Cloud-Native NGS Data Processing and Annotation Platform. 121-132 - Negin Asadzadehzanjani, Janusz Wojtusiak:
Administrative Health Data Representation for Mortality and High Utilization Prediction. 133-150
Invited Paper
- Siao Sun, Fusheng Wang, Sina Rashidian, Tahsin M. Kurç, Kayley Abell-Hart, Janos G. Hajagos, Wei Zhu, Mary M. Saltz, Joel H. Saltz:
Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks. 153-165 - Yu Wang, Ziqiao Guan, Wei Hou, Fusheng Wang:
TRACE: Early Detection of Chronic Kidney Disease Onset with Transformer-Enhanced Feature Embedding. 166-182
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