Temporal Sequential Pattern in Data Mining Tasks

نویسنده

  • SHILPA DANG
چکیده

The rapid increase in the data available leads to the difficulty for analyzing those data and different types of frameworks are required for unearthing useful knowledge that can be extracted from such databases. The field of temporal data mining is relatively young and one expects to see many new developments in the near future. In all data mining applications, the primary constraint is the large volume of data. Hence there is always a need for efficient algorithms. This paper gives an overview of the temporal data mining task and highlights the related work in this context.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Data Mining in Sequential Pattern for Asynchronous Periodic Patterns

Data mining is becoming an increasingly important tool to transform enormous data into useful information. Mining periodic patterns in temporal dataset plays an important role in data mining and knowledge discovery tasks. This paper presents, design and development of software for sequential pattern mining for asynchronous periodic patterns in temporal database. Comparative study of various alg...

متن کامل

Theory and Practice of Temporal Data

This paper addresses the problem of knowledge extraction among multiple parties involved in a data mining task, without disclosing the data between the parties. Specifically, we provide solutions for privacy-preserving sequential pattern mining which is one of data mining tasks. Our objective is to obtain accurate data mining results and minimize private data disclosure. 1

متن کامل

Performance Evaluation on State of the Art Sequential Pattern Mining Algorithms

8 ABSTRACT Data mining refers to extracting or mining knowledge from large amounts of data. Among the various data mining tasks sequential pattern mining is one of the most important tasks. It has broad applications in several domains such as the analysis of customer purchase patterns, web access patterns, seismologic data, and weather observations. Sequential pattern mining consists of mining ...

متن کامل

Privacy-Preserving Collaborative Sequential Pattern Mining

This paper addresses the problem of knowledge extraction among multiple parties involved in a data mining task, without disclosing the data between the parties. Specifically, we provide solutions for privacy-preserving sequential pattern mining which is one of data mining tasks. Our objective is to obtain accurate data mining results and minimize private data disclosure. 1

متن کامل

Multidimensional Sequential Pattern Mining

Data mining is the task of discovering interesting patterns from large amounts of data. There are many data mining tasks, such as classification, clustering, association rule mining, and sequential pattern mining. Sequential pattern mining is the process of finding the relationships between occurrences of sequential events, to find if there exists any specific order of the occurrences. It is a ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011