Mining High Utility Time Interval Sequences Using MapReduce Approach: Multiple Utility Framework

S Saleti, TJ Lakshmi, MW Ahmad - IEEE Access, 2022 - ieeexplore.ieee.org
Mining high utility sequential patterns is observed to be a significant research in data mining.
Several methods mine the sequential patterns while taking utility values into consideration …

Efficient Parallel Mining of High-utility Itemsets on Multicore Processors

G Kimura, Y Hayamizu, RU Kiran… - 2023 IEEE 39th …, 2023 - ieeexplore.ieee.org
High-utility itemset mining is a generalized problem of well-known frequent itemset mining,
which considers not only the frequency of occurrence but also quantitative criteria such as …

Mining Temporal Patterns for Prediction: A Mixed-Integer Programming Approach

F Mansourifard - 2023 - ir.library.oregonstate.edu
In the past two decades, the advancement in data collection and storage have led to the
accumulation of complex datasets. Consequently, various industries have sought data …