CWM defined the common specification for DW and BI tools to share metadata. Web service is a technology that allows applications to communicate with each other In a platform and programming language-independent manner over the web. Data Mining Service Center (DMSC) is an architecture based on ...
Here, we propose a service-based architecture for data mining applications, including configuration service, service engine, monitor service, analysis service, visualization service, computing service and data ∓ algorithm provision service....
In the paper we compare DBSA to existing data mining frameworks, review its design and present a case study application implemented with the framework. The paper shows that the DBSA can act as a base for diverse data mining applications. 展开 关键词: data mining software frameworks ...
Spatiotemporal data mining is an emerging area of research. Applications for mining different kinds ofspatiotemporal patterns and trends are being developed by researchers in various domains. However,there is a need for underlying architecture framework for these applications to provide reusability of...
“data mining” techniques in the DBMS 工业界大数据框架:Map-Reduct, Dryad Storage Management Two basic types of DBMS storage managers are in commercial use today: either (1) the DBMS interacts directly with the low-level block- mode device drivers for the disks (often called raw-mode access)...
This information is then used by a predictive maintenance model to determine the best course of action for maintaining critical equipment. 展开 关键词: condition-based maintenance data fusion data mining DOI: 10.1080/00207540600654509 被引量: 60 ...
All this activity is based on the request for data mining of the person. 3. Data Mining Engine In data mining, the engine forms the core component and is the most vital part, or to say the driving force which handles all the requests and manages them and is used to contain several ...
Local environment; Library data sources; System architecture; Data cleansing and extraction; Graphical user interface; Data mining tool; Decision support by ... T Siew-Phek,Needamangala,Ashwin - 《Information Technology & Libraries》 被引量: 16发表: 2000年 Advanced XML Security: Framework for Buil...
The critical part of a data mining engine is the Knowledge base, which is quite beneficial in leading the search for the result patterns. It also provides inputs for the data mining engine. The objective of a knowledge base is to make the result more reliable and accurate. ...
摘要: Data mining offers tools for the discovery of relationship, patterns and knowledge from a massive database in order to guide decisions about future activities. Applications from various domains have aDOI: 10.1007/3-540-48080-3_3 被引量: 34 ...