Spark-parSketch

Author:

Levchenko Oleksandra1,Yagoubi Djamel-Edine1,Akbarinia Reza1,Masseglia Florent1,Kolev Boyan1,Shasha Dennis2

Affiliation:

1. Inria & LIRMM, Montpellier, France

2. New York University, New York, NY, USA

Funder

European Commission Horizon 2020 Framework Programme

Publisher

ACM

Reference18 articles.

1. Dimitris Achlioptas. 2003. Database-friendly Random Projections: Johnson-Lindenstrauss with Binary Coins. J. Comput. Syst. Sci. (2003). 10.1016/S0022-0000(03)00025-4 Dimitris Achlioptas. 2003. Database-friendly Random Projections: Johnson-Lindenstrauss with Binary Coins. J. Comput. Syst. Sci. (2003). 10.1016/S0022-0000(03)00025-4

2. Beyond one billion time series: indexing and mining very large time series collections with $$i$$ SAX2+

3. Similarity estimation techniques from rounding algorithms

4. Fast window correlations over uncooperative time series

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1. Dumpy: A Compact and Adaptive Index for Large Data Series Collections;Proceedings of the ACM on Management of Data;2023-05-26

2. BestNeighbor: efficient evaluation of kNN queries on large time series databases;Knowledge and Information Systems;2020-11-16

3. A “big-data” algorithm for KNN-PLS;Chemometrics and Intelligent Laboratory Systems;2020-08

4. Clustering of Time-Series Balance History Data Streams Using Apache Spark;Lecture Notes in Computer Science;2020

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