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Braulio Valentin Sánchez Vinces's Projects

covid19_twitter icon covid19_twitter

Covid-19 Twitter dataset and pre-processing scripts - under active development -released under CC-BY-4.0

data-stream-generator icon data-stream-generator

CPA is a tool for datastream generation and playback. The CityPulse framework uses this component to run some of the demonstrators.

elki icon elki

ELKI Data Mining Toolkit

r-streamgenerator icon r-streamgenerator

A statistical muldi-dimensional stream generator for benchmarking stream mining algorithms

stream-based-distributed-aloci icon stream-based-distributed-aloci

In this work, we concentrate on enabling the Approximate LOCI algorithm (density-based anomaly detection) to both work in a distributed way and to incrementally process batches of an input stream. The algorithm is implemented in Scala leveraging the Apache Spark framework.

stumpy icon stumpy

STUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks

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