A Survey on Data Mining

Stream Data Mining: A Survey

A data stream is a massive, continuous and rapid sequence of data elements. Mining data streams raises new problems for the data mining community about how to mine continuous high-speed data items that you can only have one look at. Due to this reason, traditional data mining approach is replaced by systems of some special characteristics, such as continuous arrival in multiple, rapid, time-var...

Network Big Data: A Literature Survey on Stream Data Mining

With the rapid development of Internet, the internet of things and other information technology, big data usually exists in cyberspace as the form of the data stream. It brings great benefits for information society. Meanwhile, it also brings crucial challenges on big data mining in the data stream. Recently, academic and industrial communities have a widespread concern on massive data mining p...

A Survey on Big Data Analytics in Data Mining

A Survey on Big Data, Data Mining and Overlay Based Parallel Data Mining

The main goal of the data mining process is to extract useful information from Big Data set and transform it into an understandable form for further use. It was not possible to extract useful information from the large datasets or data streams. Now this can be achieved by the capability of Big Data Mining. The overlaybased parallel data mining architecture executes processing by employing the o...

Survey on-Big Data Analysis and Mining

A data stream is an ordered sequence of instances that can be read only once or a small number of times using limited computing and storage capabilities. Many application works on stream data like web search, network traffic, telephone call etc. In this application data is continuously changing based on time. In this paper we will discuss future trends of data mining that are used for analysis ...