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Recent Posts
 A brief report about the IEA AIE 2020 conference
 The Upcoming 3rd Utility Mining and Learning Workshop (UDML 2020!) at IEEE ICDM 2020
 The Imposter Syndrome in Academia
 Big problem!
 Unethical Reviewers in Academia!
 How to Improve Work Efficiency for Researchers?
 Call for chapters on periodic pattern mining
 Call for chapters on Tracking and Preventing Diseases with AI
 How to convert Latex to HTML?
 Academic misconduct by Sandeep Kautish from LBEF / APU
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Tag Archives: data mining
The importance of constraints in data mining
Today, I will discuss an important concept in data mining which is the use of constraints. Data mining is a broad field incorporating many different kind of techniques for discovering unexpected and new knowledge from data. Some main data mining … Continue reading
How to measure the memory usage of data mining algorithms in Java?
Today, I will discuss the topic of accurately evaluating the memory usage of data mining algorithms in Java. I will share several problems that I have discovered with memory measurements in Java for data miners and strategies to avoid these … Continue reading
Posted in Data Mining, Programming, Research
Tagged comparison, data mining, experiment, java, memory, performance
1 Comment
What are the steps to implement a data mining algorithm?
In this post, I will discuss what are the steps that I follow to implement a data mining algorithm. The subject of this post comes from a question that I have received by email recently, and I think that it … Continue reading
Posted in Data Mining, Programming
Tagged algorithm, data mining, design, implementation, programming
43 Comments
Analyzing the source code of the SPMF data mining software
Hi everyone, In this blog post, I will discuss how I have applied an opensource tool that is named Code Analyzer ( http://sourceforge.net/projects/codeanalyzegpl/ ) to analyze the source code of my opensource data mining software named SPMF. I have applied … Continue reading
How to characterize and compare data mining algorithms?
Hi, today, I will discuss how to compare data mining algorithms. This is an important question for data mining researchers who want to evaluate which algorithm is “better” in general or for a given situation. This question is also important … Continue reading
Posted in Data Mining, Programming, Research
Tagged algorithms, characteristics, classification, comparison, data mining, evaluation
7 Comments
A Map of Data Mining Algorithms (offered in SPMF v092c)
Hi, I have made a map to visualize the relationship between the 52 different data mining algorithms offered in the SPMF data mining software. You can view it in PNG format by clicking on the picture below: Or you can … Continue reading
Posted in Data Mining, Programming
Tagged algorithms, data mining, java, map, opensource, spmf
2 Comments
How to choose a good thesis topic in Data Mining?
I have seen many people asking for help in data mining forums and on other websites about how to choose a good thesis topic in data mining. Therefore, in this this post, I will address this question. The first thing … Continue reading
How to become a good data mining programmer?
In this post, I will discuss what it takes to be a good data mining programmer and how to become one. Data mining is a broad field that can be approached from several angles. Some people with a mathematical background will … Continue reading
Posted in Data Mining, Programming
Tagged algorithms, data mining, programmer, programming
8 Comments
Why it is important to publish source code and datasets for researchers?
Today, I will discuss about why it is important that researchers share their source code and data. As some of you know, I’m working on the design of data mining algorithms. More specifically, I’m working on algorithms for discovering patterns … Continue reading
Posted in Research
Tagged algorithms, data mining, datasets, opensource, Research, software, source code
2 Comments