IEEE

A Study to Increase the Performance of FP-Growth Method Using Dimension Tree Technique on Huge Volumes of Data

Abstract: The dominant ARM algorithms viz. Apriori and FP-growth, needs huge resources when the input data is huge. First algorithm is efficient, but it generates intermediate conditional FP trees.
Seeking Alpha

Yum! Brands targets 5%+ net new unit growth in 2026 with focus on digital expansion and Taco Bell 2030 ambitions

Roy stated, "when excluding the Pizza Hut division, we are confident the rest of our portfolio will meet or exceed every component of our long-term growth algorithm, including delivering over 5% net ...
Seeking Alpha

PepsiCo outlines double-digit Frito-Lay shelf space gains and accelerated North America growth through targeted affordability strategy

CEO Ramon Laguarta described a multi-vector strategy for category growth, emphasizing accelerated affordability initiatives targeting low- and middle-income consumers. He explained, “this will be a ...
IEEE

Unveiling Purchase Patterns: A Comparative Analysis of Apriori, FP-Growth, and Eclat Algorithms in Market Basket Analysis

Abstract: Market Basket Analysis (MBA) is a pivotal data mining technique aimed to discover the invaluable insights into consumer behavior through the exploration of transactional data in the retail ...