Title :
Data Mining method based on Lattice
Author_Institution :
Bus. Sch., Univ. of Shanghai for Sci. & Technol., Shanghai, China
Abstract :
With the development of internet and storage technology, we have got a lot of data. In order to find the information from these data, Data Mining has become an increasingly important topic in research as well as in industrial application. Up to now, there are a lot of Data Mining methods and specific tools. This article mainly talks about a new Data Mining Method called Data Mining based on Lattice. It has been applied in many research areas, such as: Data Bases, Data Analysis and Machine Learning Technology. The experiments finished by foreign researcher showed it may be a useful method for information retrieval and machine learning problem domains. Data Mining based on Lattice is indeed a better method of organization, which is useful for each domain. The use and application of Data Mining based on Lattice is an area of active and promising research in various fields. Therefore, it is important for us to study the Data Mining Method based on Lattice.
Keywords :
data mining; Internet; data mining method; information retrieval; lattice; machine learning problem domains; storage technology; Algorithm design and analysis; Data mining; Data structures; Databases; Lattices; Machine learning; Upper bound; Data Mining; Lattice; compressed lattice; concept lattice; data reduction;
Conference_Titel :
Consumer Electronics, Communications and Networks (CECNet), 2012 2nd International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4577-1414-6
DOI :
10.1109/CECNet.2012.6201853