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7 changes: 3 additions & 4 deletions README.md
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Expand Up @@ -295,16 +295,15 @@ This produces a new dataframe called output which is the result of crossmatching

## Publications

1. M. BRAHEM, K. Zeitouni, and L. Yeh. ASTROIDE: A unified astronomical big data processing
engine over spark. IEEE Transactions on Big Data, 2018 [(Link)](http://perso.prism.uvsq.fr/users/zeitouni/papers/TBD2018_Preprint.pdf)
1. M. BRAHEM, K. Zeitouni, and L. Yeh (2020). ASTROIDE: A Unified Astronomical Big Data Processing Engine over Spark. IEEE Transactions on Big Data, 6(03), 477-491. [(Link)](https://doi.ieeecomputersociety.org/10.1109/TBDATA.2018.2873749)

2. M. BRAHEM, K. Zeitouni, and L. Yeh. Efficient astronomical query processing using spark. In
In 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information
Systems, SIGSPATIAL ’18, New York, NY, USA, 2018. ACM [(Link)](http://perso.prism.uvsq.fr/users/zeitouni/papers/SIGSPATIAL2018_Preprint.pdf)
Systems, SIGSPATIAL ’18, New York, NY, USA, 2018. ACM [(Link)](http://www.master-project-h2020.eu/wp-content/uploads/2018/10/SIGSPATIAL2018_Preprint_UVSQ.pdf)

3. M. BRAHEM, K. Zeitouni, and L. Yeh. HX-MATCH: in-memory cross-matching algorithm
for astronomical big data. In Advances in Spatial and Temporal Databases - 15th International
Symposium, SSTD 2017, Arlington, VA, USA, August 21-23, 2017, Proceedings, 2017
Symposium, SSTD 2017, Arlington, VA, USA, August 21-23, 2017, Proceedings 15 (pp. 411-415). Springer International Publishing.

4. M. BRAHEM, K. Zeitouni, and L. Yeh. Astrospark: towards a distributed data server for big
data in astronomy. In Proceedings of the 3rd ACM SIGSPATIAL PhD Symposium. ACM, 2016
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