20573 6 109735 2 332725 document 109735 fdata-1-1542483.pdf application/pdf e80b0ef41a8935f9cb5b5881078f8fd9 MD5 2377693 2025-05-12 07:40:51 https://pure.iiasa.ac.at/id/eprint/20573/1/fdata-1-1542483.pdf 20573 1 1 application/pdf text en public cc_by_4

fdata-1-1542483.pdf

published 109742 2 332740 document 109742 lightbox.jpg image/png 8805f42018ba8f653d652cc9f32a1a18 MD5 41391 2025-05-12 07:50:52 https://pure.iiasa.ac.at/id/eprint/20573/2/lightbox.jpg 20573 2 2 image/png other Thumbnails conversion from text to thumbnail_lightbox en public

lightbox.jpg

http://eprints.org/relation/isVersionOf https://pure.iiasa.ac.at/id/document/109735 http://eprints.org/relation/isVolatileVersionOf https://pure.iiasa.ac.at/id/document/109735 http://eprints.org/relation/islightboxThumbnailVersionOf https://pure.iiasa.ac.at/id/document/109735 109743 2 332741 document 109743 preview.jpg image/png 00398f49b965c1cb9142d1e7dfab6183 MD5 17749 2025-05-12 07:50:52 https://pure.iiasa.ac.at/id/eprint/20573/3/preview.jpg 20573 3 3 image/png other Thumbnails conversion from text to thumbnail_preview en public

preview.jpg

http://eprints.org/relation/isVersionOf https://pure.iiasa.ac.at/id/document/109735 http://eprints.org/relation/isVolatileVersionOf https://pure.iiasa.ac.at/id/document/109735 http://eprints.org/relation/ispreviewThumbnailVersionOf https://pure.iiasa.ac.at/id/document/109735 109744 2 332742 document 109744 medium.jpg image/png 0b1185787967f8bd0f4736ffd7bbc124 MD5 6129 2025-05-12 07:50:53 https://pure.iiasa.ac.at/id/eprint/20573/4/medium.jpg 20573 4 4 image/png other Thumbnails conversion from text to thumbnail_medium en public

medium.jpg

http://eprints.org/relation/isVersionOf https://pure.iiasa.ac.at/id/document/109735 http://eprints.org/relation/isVolatileVersionOf https://pure.iiasa.ac.at/id/document/109735 http://eprints.org/relation/ismediumThumbnailVersionOf https://pure.iiasa.ac.at/id/document/109735 109745 2 332743 document 109745 small.jpg image/png 5d24e59f7d38a91330741f06f1026cf3 MD5 1870 2025-05-12 07:50:53 https://pure.iiasa.ac.at/id/eprint/20573/5/small.jpg 20573 5 5 image/png other Thumbnails conversion from text to thumbnail_small en public

small.jpg

http://eprints.org/relation/isVersionOf https://pure.iiasa.ac.at/id/document/109735 http://eprints.org/relation/isVolatileVersionOf https://pure.iiasa.ac.at/id/document/109735 http://eprints.org/relation/issmallThumbnailVersionOf https://pure.iiasa.ac.at/id/document/109735 109746 1 332744 document 109746 indexcodes.txt text/plain d3fe6b897b928db7ae2d255635ced951 MD5 11320 2025-05-12 07:50:54 https://pure.iiasa.ac.at/id/eprint/20573/6/indexcodes.txt 20573 6 6 text/plain other Generate index codes conversion from text to indexcodes en public

indexcodes.txt

http://eprints.org/relation/isVersionOf https://pure.iiasa.ac.at/id/document/109735 http://eprints.org/relation/isVolatileVersionOf https://pure.iiasa.ac.at/id/document/109735 http://eprints.org/relation/isIndexCodesVersionOf https://pure.iiasa.ac.at/id/document/109735 archive 353 disk0/00/02/05/73 2025-05-12 07:41:48 2025-05-12 07:41:48 2025-05-12 07:41:48 article show Hassani H. 9469 Entezarian M.R. Zaeimzadeh S. Marvian L. Komendantova N. 1880 0000-0003-2568-6179 pub ASA CAT Effective record linkage in big data, particularly in imbalanced datasets, is a critical yet highly challenging task due to the inherent complexity involved. This article utilizes an oversampling-undersampling strategy to address linkage imbalances, enabling more accurate and efficient record linkage within large-scale datasets. It tries to increase the instances of the minority class and decrease the dominance of the majority classes to try to reach a more balanced dataset that can be used for training and testing. Sensitivity testing was carried out by varying the training-test ratio and degree of imbalance. 2025-04-23 published doi:10.3389/fdata.2025.1542483 3410 161 public Frontiers in Big Data 8 TRUE 2624-909X info:eu-repo/semantics/article