Fast 1-itemset frequency count using CUDA

• Main Authors: Uy, Roger Luis, Marcos, Nelson
• Format: text
• Published: Animo Repository 2017
• Subjects: Data mining; Big data; CUDA (Computer architecture); Computer Sciences
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/2187; https://animorepository.dlsu.edu.ph/context/faculty_research/article/3186/type/native/viewcontent/TENCON.2016.7847991
• Institution: De La Salle University

Frequent itemset mining is one of the main and compute-intensive operations in the field of data mining. The said algorithm is use in finding frequent patterns in transactional databases. The 1-itemset frequent count is used as basis for finding succeeding k-itemset mining. Thus there is a need to s...