Open AccessJournal Article
The Application of Data Mining
TLDR
Information has become an important strategic resource and data mining can extract useful information and knowledge from numerous data, which plays an important role in different fields.Abstract:
Information has become an important strategic resourceData mining can extract useful information and knowledge from numerous data,which plays an important role in different fieldsread more
Citations
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Journal ArticleDOI
Exploring the critical determinants of organisational problems using data mining techniques: evidence from non-profit sports clubs in Germany
Pamela Wicker,Christoph Breuer +1 more
TL;DR: In this article, the authors explore the critical determinants of organisational problems in non-profit sports clubs and suggest that sports clubs elaborate a strategy for their development and invest in social events when they want to reduce organizational problems.
Algoritma K-Means untuk Pengelompokkan Dokumen Akta Kelahiran pada Tiap Kecamatan di Kabupaten Simalungun
TL;DR: The purpose of this study is to group birth certificate documents in each district in Simalungun Regency by using the K-means algorithm which is one of the Data Mining algorithms that is good for the case of grouping.
Proceedings ArticleDOI
Primary Research on the Network Marketing of Musical Instrument Galleries
TL;DR: In this article, a detailed account is given to the philosophy and strategy of on-line integrated marketing to provide each manager of musical instrument gallery with a good programme for expanding market and seeking new profit growth points through network.
Journal ArticleDOI
Improved Method of High Voltage Switchgear Temperature Prediction Based on WNN
TL;DR: In this paper, an improved model of high voltage Switchgear temperature prediction is built based on WNN, optimized with hard threshold de-noising with wavelet package analysis, made an ultra-short term prediction loosely combines Elman neural network.
Proceedings Article
An Analysis of Data Mining and Application in the Era of Big Data
Yue Zhang,Li Du +1 more
TL;DR: The meaning and characteristics of big data and data mining technology are described, the datamining technology methods are analyzed, and the application of data mining in the era ofbig data is studied.
References
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Book
Data Mining: Concepts and Techniques
TL;DR: This book presents dozens of algorithms and implementation examples, all in pseudo-code and suitable for use in real-world, large-scale data mining projects, and provides a comprehensive, practical look at the concepts and techniques you need to get the most out of real business data.
Book
Introduction to Data Mining
TL;DR: This book discusses data mining through the lens of cluster analysis, which examines the relationships between data, clusters, and algorithms, and some of the techniques used to solve these problems.
Journal ArticleDOI
A survey of techniques for internet traffic classification using machine learning
TL;DR: This survey paper looks at emerging research into the application of Machine Learning techniques to IP traffic classification - an inter-disciplinary blend of IP networking and data mining techniques.
Proceedings ArticleDOI
Internet traffic classification demystified: myths, caveats, and the best practices
TL;DR: This work critically revisit traffic classification by conducting a thorough evaluation of three classification approaches, based on transport layer ports, host behavior, and flow features, and extracts insights and recommendations for both the study and practical application of traffic classification.