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2015

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

Understanding the SNN Input Parameters and How They Affect the Clustering Results Journal Article

International Journal of Data Warehousing and Mining (IJDWM), 11 (3), pp. 26–48, 2015.

Abstract | Links | BibTeX | Tags: Clustering, Spatial Clustering

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

Datia, Nuno; Pires, João Moura; Correia, Nuno

Summarised Presentation of Personal Photo Sets Incollection

Gurrin, Cathal ; Hopfgartner, Frank ; Hurst, Wolfgang ; Johansen, Håvard ; Lee, Hyowon ; O’Connor, Noel (Ed.): MultiMedia Modeling, 8325 , pp. 195-206, Springer International Publishing, 2014, ISBN: 978-3-319-04113-1.

Abstract | Links | BibTeX | Tags: Attribute induction, Clustering, Human factors, Multimedia Summarisation

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

11 entries « 1 of 3 »