Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource SR-Mine: Adaptive Transaction Compression Method for Frequent Itemsets Mining Subject The topic of the resource Compressed transactions; FP-tree; FPclose; PrePost⁺; Size reduced mining; SR-Mine Description An account of the resource Extraction of frequent itemsets is a key step in association rule mining. Frequent Pattern (FP) mining from a very large dataset is still a challenging research problem. The basic frequent itemset algorithms are Apriori and FP-growth. FP-growth uses Frequent Pattern Tree (FP-tree) to store the database information in a compressed form. A large number of research papers have been proposed as an improvement of the basic frequent itemset mining algorithms. Several researchers have proposed modifications to existing data structures as well as new data structures to improve the mining process. A new method, Size Reduced Mining (SR-Mine), is proposed to speed up the FP-tree creation. The proposed work is implemented with the basic FP-growth algorithm and with the other two recent algorithms based on FP-tree. The three modified algorithms have been tested with standard datasets and compared with the original algorithms. The proposed method can be applied with the frequent itemset mining algorithms which consider each transaction one by one to construct a data structure for mining. The experimental results show that the proposed method can improve the performance of the mining. 2021, King Fahd University of Petroleum &amp; Minerals. Creator An entity primarily responsible for making the resource Jamsheela O.; Raju G. Source A related resource from which the described resource is derived Arabian Journal for Science and Engineering, Vol-47, No. 8, pp. 9641-9657. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/s13369-021-06298-9" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/s13369-021-06298-9</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85119080044&amp;doi=10.1007%2Fs13369-021-06298-9&amp;partnerID=40&amp;md5=9a28924594314ddd2f16f25c377df2cc" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85119080044&amp;doi=10.1007%2fs13369-021-06298-9&amp;partnerID=40&amp;md5=9a28924594314ddd2f16f25c377df2cc</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 2193567X Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Jamsheela O., EMEA College of Arts and Science, Kondotty, India; Raju G., Christ College, School of Engineering and Technology, Christ University, Bengaluru, India