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2015

Santos, Maribel Yasmina; Pires, João Moura; Moreira, Guilherme; Oliveira, Ricardo; Mendes, Fernando; Costa, Carlos

Geo-Spatial Analytics using the DynamicST-SNN Approach Incollection

IAENG, 2015, ISBN: 978-988-19253-4-3.

Abstract | BibTeX | Tags: Clustering, Density-based Clustering, Spatial data, Spatio-temporal Data

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

Oliveira, Ricardo; Santos, Maribel Yasmina; Pires, João Moura

4D+ SNN: a spatio-temporal density-based clustering approach with 4D similarity Inproceedings

Data Mining Workshops (ICDMW), 2013 IEEE 13th International Conference on, pp. 1045–1052, IEEE 2013.

Abstract | Links | BibTeX | Tags: Clustering, Density-based Clustering, Distance Function, Spatio-temporal Clustering, Spatio-temporal Data

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

2012

Santos, Maribel Yasmina; Silva, Joaquim P; Pires, João Moura; Wachowicz, Monica

Automated Traffic Route Identification Through the Shared Nearest Neighbour Algorithm Incollection

Gensel, Jérôme; Josselin, Didier; Vandenbroucke, Danny (Ed.): Bridging the Geographic Information Sciences, pp. 231-248, Springer Berlin Heidelberg, 2012, ISBN: 978-3-642-29062-6.

Abstract | Links | BibTeX | Tags: Clustering, Density-based Clustering, Motion Vectors, Movement Data