Archives
Categories
 Academia (17)
 artificial intelligence (4)
 Big data (32)
 Conference (13)
 Data Mining (61)
 Data science (27)
 General (29)
 Graph mining (2)
 Mathematics (2)
 Opensource (7)
 Plagiarism (3)
 Programming (15)
 Research (53)
 Time series (1)
 Utility Mining (3)
Tag cloud
 academia
 algorithm
 algorithms
 articles
 association rules
 big data
 comparison
 conference
 data mining
 data science
 datasets
 frequent pattern mining
 frequent patterns
 graph
 highutility mining
 ilahia
 internet
 itemset mining
 java
 journal
 library
 M.Sc.
 opensource
 pakdd
 paper
 papers
 pattern mining
 Ph.D.
 phd
 plagiarism
 programmer
 programming
 publications
 Research
 research advisor
 research papers
 sequence
 sequential patterns
 software
 source code
 spmf
 thesis topic
 visualization
 website
 writing
Recent Comments
 Dang Nguyen on On the correctness of the FSMS algorithm for frequent subgraph mining
 Philippe FournierViger on The ontology book by Kerry Taylor that was never published
 me on The ontology book by Kerry Taylor that was never published
 Philippe FournierViger on Introduction to clustering: the KMeans algorithm (with Java code)
 Sourav Das on Introduction to clustering: the KMeans algorithm (with Java code)

Recent Posts
 IEEE and its language polishing service
 On the correctness of the FSMS algorithm for frequent subgraph mining
 The ontology book by Kerry Taylor that was never published
 Brief report about the WICON 2017 conference
 Postdoctoral positions in data mining in Shenzhen, China (apply now)
 How to discover interesting patterns in data?
 Call for chapters: High Utility Pattern Mining, the book
 Introduction to the Apriori algorithm (with Java code)
 Do not link to impact factors, they will censor you!
 How to publish in top conferences/journals? (Part 2) – The opportunity cost of research
Number of visitors:
714245
Tag Archives: frequent pattern mining
An Introduction to Sequential Pattern Mining
In this blog post, I will give an introduction to sequential pattern mining, an important data mining task with a wide range of applications from text analysis to market basket analysis. This blog post is aimed to be a short … Continue reading
Posted in Big data, Data Mining, Data science
Tagged big data, data mining, data science, frequent pattern mining, frequent patterns, pattern, sequence, sequential pattern
22 Comments
An Introduction to HighUtility Itemset Mining
In this blog post, I will give an introduction about a popular problem in data mining, which is called “highutility itemset mining” or more generally utility mining. I will give an overview of this problem, explains why it is interesting, and provide source code of … Continue reading
Posted in Data Mining, Research, Utility Mining
Tagged data mining, datasets, frequent pattern mining, highutility mining, itemset mining, java, opensource, source code, spmf, utility mining
102 Comments
How to autoadjust the minimum support threshold according to the data size
Today, I will do a quick post on how to automatically adjust the minimum support threshold of frequent pattern mining algorithms such as Apriori, FPGrowth and PrefixSpan according to the size of the data. The problem is simple. Let’s consider … Continue reading
Posted in Data Mining, Programming
Tagged apriori, fpgrowth, frequent pattern mining, itemset mining, minsup, prefixspan
54 Comments