Frequent itemset mining: A 25 years review

JM Luna, P Fournier‐Viger… - … Reviews: Data Mining …, 2019 - Wiley Online Library
Frequent itemset mining (FIM) is an essential task within data analysis since it is responsible
for extracting frequently occurring events, patterns, or items in data. Insights from such …

[PDF][PDF] Association rules mining: A recent overview

S Kotsiantis, D Kanellopoulos - GESTS International Transactions on …, 2006 - eclass.hua.gr
In this paper, we provide the preliminaries of basic concepts about association rule mining
and survey the list of existing association rule mining techniques. Of course, a single article …

Data Mining The Text Book

C Aggarwal - 2015 - Springer
This textbook explores the different aspects of data mining from the fundamentals to the
complex data types and their applications, capturing the wide diversity of problem domains …

[書籍][B] Data mining: concepts and techniques

J Han, J Pei, H Tong - 2022 - books.google.com
Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and
methods for mining patterns, knowledge, and models from various kinds of data for diverse …

[書籍][B] Introduction to data mining

WID Mining - 2006 - Springer
Introduction to Data Mining Page 1 CHAPTER 14 ■ ■ ■ 369 Introduction to Data Mining In
this chapter, we’ll explore the incredibly powerful tools included with SQL Server Analysis …

[書籍][B] Web data mining: exploring hyperlinks, contents, and usage data

B Liu - 2011 - Springer
Liu has written a comprehensive text on Web mining, which consists of two parts. The first
part covers the data mining and machine learning foundations, where all the essential …

[書籍][B] Association rule mining: models and algorithms

C Zhang, S Zhang - 2002 - Springer
During decision making, we are often confronted by a huge amount of factors. These factors
may be either an advantage or a disadvantage to a decision objective. For the purpose of …

Search for neutral heavy leptons produced in Z decays

DELPHI collaboration - Zeitschrift für Physik C Particles and Fields, 1997 - Springer
Abstract Weak isosinglet Neutral Heavy Leptons (vm) have been searched for using data
collected by the DELPHI detector corresponding to 3.3× 10 6 hadronic Z 0 decays at LEP1 …

Efficient mining of both positive and negative association rules

X Wu, C Zhang, S Zhang - ACM Transactions on Information Systems …, 2004 - dl.acm.org
This paper presents an efficient method for mining both positive and negative association
rules in databases. The method extends traditional associations to include association rules …

Alternative interest measures for mining associations in databases

ER Omiecinski - IEEE Transactions on Knowledge and Data …, 2003 - ieeexplore.ieee.org
Data mining is defined as the process of discovering significant and potentially useful
patterns in large volumes of data. Discovering associations between items in a large …