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2014

Faustino, Bruno; Pires, João Moura; Santos, Maribel Yasmina; Moreira, Guilherme

kd-SNN: a metric data structure seconding the clustering of spatial data Incollection

Computational Science and Its Applications--ICCSA 2014, pp. 312–327, Springer, 2014, ISBN: 978-3-319-09143-3.

Abstract | Links | BibTeX | Tags: Clustering, Density-based Clustering, Metric-spaces, Shared Nearest Neighbour

2013

Moreira, Guilherme; Santos, Maribel Yasmina; Pires, João Moura

SNN Input Parameters: how are they related? Inproceedings

Parallel and Distributed Systems (ICPADS), 2013 International Conference on, pp. 492–497, IEEE 2013.

Abstract | Links | BibTeX | Tags: Clustering, Density-based Clustering, Input Parameters Tuning, Shared Nearest Neighbour

Mendes, Fernando; Santos, Maribel Yasmina; Pires, João Moura

Dynamic analytics for spatial data with an incremental clustering approach Inproceedings

Data Mining Workshops (ICDMW), 2013 IEEE 13th International Conference on, pp. 552–559, IEEE 2013.

Abstract | Links | BibTeX | Tags: Clustering, Incremental Clustering, Shared Nearest Neighbour, Spatial data

2012

Faustino, Bruno; Pires, João Moura; Santos, Maribel Yasmina

Implementação eficiente do Shared Nearest Neighbour em dados espaciais Inproceedings

INFORUM, 2012.

Abstract | Links | BibTeX | Tags: KD-Tree, Shared Nearest Neighbour, Spatial data