## HistoSketch: Fast Similarity-Preserving Sketching of Streaming Histograms with Concept Drift

- Dingqi Yang, Bin Li, Laura Rettig, Philippe Cudré-Mauroux
- 2017 IEEE International Conference on Data Mining…
- 2017

@inproceedings{Kutzkov2015WeightedSE, title={Weighted Similarity Estimation in Data Streams}, author={Konstantin Kutzkov and Mohamed Ahmed and Sofia Nikitaki}, booktitle={CIKM}, year={2015} }

- Published 2015 in CIKM
DOI:10.1145/2806416.2806515

Similarity computation between pairs of objects is often a bottleneck in many applications that have to deal with massive volumes of data. Motivated by applications such as collaborative filtering in large-scale recommender systems, and influence probabilities learning in social networks, we present new randomized algorithms for the estimation of weighted… CONTINUE READING

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