Skyline probabilities with range query on uncertain dimensions

To obtain a different perspective,Saad, Nurul Husna Mohd a user often would query information Ibrahim, Hamidah a range of search rather Sidi, Fatimah a fixed search. However, the issue arises when attempting to compute skyline on data that consist of both exact and continuous values. Thus, we propos...

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Main Authors: Mohd Saad, Nurul Husna, Ibrahim, Hamidah, Sidi, Fatimah, Yaakob, Razali
Other Authors: Bhatia, Sanjiv K.
Format: Book Section
Language:English
Published: Springer 2019
Online Access:http://psasir.upm.edu.my/id/eprint/78948/1/Skyline%20probabilities%20with%20range%20query%20on%20uncertain%20dimensions.pdf
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author Mohd Saad, Nurul Husna
Ibrahim, Hamidah
Sidi, Fatimah
Yaakob, Razali
author2 Bhatia, Sanjiv K.
author_facet Bhatia, Sanjiv K.
Mohd Saad, Nurul Husna
Ibrahim, Hamidah
Sidi, Fatimah
Yaakob, Razali
author_sort Mohd Saad, Nurul Husna
collection UPM
description To obtain a different perspective,Saad, Nurul Husna Mohd a user often would query information Ibrahim, Hamidah a range of search rather Sidi, Fatimah a fixed search. However, the issue arises when attempting to compute skyline on data that consist of both exact and continuous values. Thus, we propose an algorithm named SkyQUD-T for computing Yaakob, Razali with range query issued on uncertain dimensions by eliminating objects that do not satisfy a given query range before advance processing is performed on the surviving objects. Our behaviour analysis of SkyQUD-T on real and synthetic datasets shows that SkyQUD-T is able to support skyline on data with uncertain dimensions in a given range query
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spelling upm.eprints-789482021-07-22T11:02:29Z http://psasir.upm.edu.my/id/eprint/78948/ Skyline probabilities with range query on uncertain dimensions Mohd Saad, Nurul Husna Ibrahim, Hamidah Sidi, Fatimah Yaakob, Razali To obtain a different perspective,Saad, Nurul Husna Mohd a user often would query information Ibrahim, Hamidah a range of search rather Sidi, Fatimah a fixed search. However, the issue arises when attempting to compute skyline on data that consist of both exact and continuous values. Thus, we propose an algorithm named SkyQUD-T for computing Yaakob, Razali with range query issued on uncertain dimensions by eliminating objects that do not satisfy a given query range before advance processing is performed on the surviving objects. Our behaviour analysis of SkyQUD-T on real and synthetic datasets shows that SkyQUD-T is able to support skyline on data with uncertain dimensions in a given range query Springer Bhatia, Sanjiv K. Tiwari, Shailesh Mishra, Krishn K. Trivedi, Munesh C. 2019 Book Section PeerReviewed text en http://psasir.upm.edu.my/id/eprint/78948/1/Skyline%20probabilities%20with%20range%20query%20on%20uncertain%20dimensions.pdf Mohd Saad, Nurul Husna and Ibrahim, Hamidah and Sidi, Fatimah and Yaakob, Razali (2019) Skyline probabilities with range query on uncertain dimensions. In: Advances in Computer Communication and Computational Sciences. Advances in Intelligent Systems and Computing, 924 . Springer, Singapore, 225 - 242. ISBN 9789811544088; EISBN: 9789811544095 https://link.springer.com/chapter/10.1007/978-981-13-6861-5_20 10.1007/978-981-13-6861-5_20
spellingShingle Mohd Saad, Nurul Husna
Ibrahim, Hamidah
Sidi, Fatimah
Yaakob, Razali
Skyline probabilities with range query on uncertain dimensions
title Skyline probabilities with range query on uncertain dimensions
title_full Skyline probabilities with range query on uncertain dimensions
title_fullStr Skyline probabilities with range query on uncertain dimensions
title_full_unstemmed Skyline probabilities with range query on uncertain dimensions
title_short Skyline probabilities with range query on uncertain dimensions
title_sort skyline probabilities with range query on uncertain dimensions
url http://psasir.upm.edu.my/id/eprint/78948/1/Skyline%20probabilities%20with%20range%20query%20on%20uncertain%20dimensions.pdf
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AT sidifatimah skylineprobabilitieswithrangequeryonuncertaindimensions
AT yaakobrazali skylineprobabilitieswithrangequeryonuncertaindimensions