Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Omnia Ossama"'
Publikováno v:
Egyptian Informatics Journal, Vol 12, Iss 1, Pp 45-51 (2011)
k-means algorithm is one of the basic clustering techniques that is used in many data mining applications. In this paper we present a novel pattern based clustering algorithm that extends the k-means algorithm for clustering moving object trajectory
Externí odkaz:
https://doaj.org/article/dbae4a462869460391011b7fa1c07cac
Publikováno v:
Egyptian Informatics Journal, Vol 12, Iss 1, Pp 45-51 (2011)
k-means algorithm is one of the basic clustering techniques that is used in many data mining applications. In this paper we present a novel pattern based clustering algorithm that extends the k-means algorithm for clustering moving object trajectory
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b7694ed6c72308883a5ace1dbcf94749
Publikováno v:
International Journal of Database Management Systems. 3:35-48
Given a set of moving object trajectories, we show how to cluster them using k-means clustering approach. Our proposed clustering algorithm is competitive with the k-means clustering because it specifies the value of "k" based on the segment's slope
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5a12e80ecd35ba2aed0e661160a17db1
https://doi.org/10.5121/ijdms.2011.3103
https://doi.org/10.5121/ijdms.2011.3103
Publikováno v:
Advances in Wireless, Mobile Networks and Applications ISBN: 9783642211522
Given a set of moving objects, we show the applicability of using coresets to perform fast approximate clustering. A trajectory coreset is simply a small weighted set of the trajectory segments that approximates the original trajectory. In this paper
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::dd6e9f6ec5f00f3f984b7472a85a0d6b
https://doi.org/10.1007/978-3-642-21153-9_21
https://doi.org/10.1007/978-3-642-21153-9_21
Publikováno v:
International Journal of Intelligent Information and Database Systems. 6:307
k-means clustering algorithm is a famous clustering algorithm applied in many applications. However, traditional k-means algorithm assumes that the initial number of centroids is known in advance. This dependence on the number of clusters and the ini
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::074d1a5220eec684be8b9395b7e8e89a
https://doi.org/10.1504/ijiids.2012.049111
https://doi.org/10.1504/ijiids.2012.049111
Autor:
Sarah El-Kazaz
In Politics in the Crevices, Sarah El-Kazaz takes readers into the world of urban planning and design practices in Istanbul and Cairo. In this transnational ethnography of neighborhoods undergoing contested rapid transformations, she reveals how the
This book constitutes the refereed proceedings of the Third International Conference on Wireless, Mobile Networks and Applications, WiMoA 2011, and the First International Conference on Computer Science, Engineering and Applications, ICCSEA 2011, hel