mining has two general direc-tions:theoretical foundations and advanced technologies and applications.Here we fo-cus on advanced technologies and applications in data mining and discuss some recent progress in this direction.Notice that some popular research topics,such as privacy-preserving data mining,...
In October 2005, we took an initiative to identify 10 challenging problems in data mining research, by consulting some of the most active researchers in data mining and machine learning for their opinions on what are considered important and worthy topics for future research in data mining. We ...
Mining association rule is one of the most important topics of data mining.There are some shortcomings in mining association rules via Apriori algorithm or its improved algorithms.The first is many candidate items are generated;the second is more disk I/O needed.It's been found the efficiency ...
1 Sample Average Approximation 既然参数c是随机变量或者是未知的，如果说我们有c的历史数据的话，我们就...
On exploiting the power of time in data mining We introduce the new paradigm of Change Mining as data mining over a volatile, evolving world with the objective of understanding change. While there is much work on incremental mining and stream mining, both focussing on the adaptation ... M B...
Research on Optimization of Association Rules Mining Algorithm The association rules mining algorithm is always one of the specialists most concerned topics in the research of database knowledge. It is widely used in many fields in society. This article is based on association rule mining algorithm ...
She has published numerous articles and book chapters on topics relating to the use of technology to support pedagogical research and education in higher education. Her current research focuses on using e-learning environment and big data for fair and valid longitudinal assessment of, and for, ...
sets, and data acquisition. The program will also focus on topics such as reproducible data ...
We hope it will benefit those researching and interested in spatio-temporal data mining and related areas. If you have any questions about this repository, please get in touch with me by email (gxiepeng@gmail.com).About A collection of research on spatio-temporal data mining Topics deep-...
This situation suggests the critical need for methodologies and tools that can assist researchers in their selection of future research topics. Related work mostly focuses on trend analysis and impact prediction but less on research gap identification. This paper presents our first approach in automated...