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ZENODO
Book . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Book . 2024
License: CC BY
Data sources: Datacite
ZENODO
Book . 2024
License: CC BY
Data sources: Datacite
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Apriori Algorithm for Engineers

Authors: Majumdar, Partha;

Apriori Algorithm for Engineers

Abstract

“Apriori Algorithm for Engineers” provides a comprehensive introduction to association rule mining and its applications in recommendation systems. This book explores the Apriori Algorithm’s principles, practical implementations, and its role in uncovering patterns within large datasets. With detailed examples, Python code, and a Farmer’s Market case study, it bridges theory and real-world practice. Designed for engineers, analysts, and students, it equips readers with the tools to create data-driven solutions across various industries, making it an indispensable resource in the age of big data.

Related Organizations
Keywords

AI, Market Basket Analysis, Association Rule Mining, Recommendation System, Apriori Algorithm

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    1
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
Green