443 citations
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cs.DB2020★ 2 cited
Effective and Efficient Variable-Length Data Series Analytics
Michele Linardi
In the last twenty years, data series similarity search has emerged as a fundamental operation at the core of several analysis tasks and applications related to data series collect…
cs.DB2020★ 1 cited
Coconut Palm: Static and Streaming Data Series Exploration Now in your Palm
Haridimos Kondylakis, Niv Dayan, Kostas Zoumpatianos +1
Many modern applications produce massive streams of data series and maintain them in indexes to be able to explore them through nearest neighbor search. Existing data series indexe…
cs.DB2019★ 64 cited
Schema-agnostic Progressive Entity Resolution (extended version)
Giovanni Simonini, George Papadakis, Themis Palpanas +1
Entity Resolution (ER) is the task of finding entity profiles that correspond to the same real-world entity. Progressive ER aims to efficiently resolve large datasets when limited…