Data mining and management information systems
نویسندگان
چکیده
منابع مشابه
Data Mining for Risk Management in Hospital Information Systems
Organizations in our modern society grow larger and more complex to provide advanced services due to the varieties of social demands. Such organizations are highly efficient for routine work processes but known to be not robust to unexpected situations. According to this observation, the importance of the organizational risk management has been noticed in recent years. On the other hand, a larg...
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This paper presents application of data mining to data stored in a hospital information system in which temporal behavior of global hospital activities are visualized. The results show that the reuse of stored data will give a powerful tool for hospital management and lead to improvement of hospital services.
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Software packages providing a whole set of data mining and machine learning algorithms are attractive because they allow experimentation with many kinds of algorithms in an easy setup. However, these packages are often based on main-memory data structures, limiting the amount of data they can handle. In this paper we use a relational database as secondary storage in order to eliminate this limi...
متن کاملData Mining Support in Database Management Systems
The most popular data mining techniques consist in searching databases for frequently occurring patterns, e.g. association rules, sequential patterns. We argue that in contrast to today's loosely-coupled tools, data mining should be regarded as advanced database querying and supported by Database Management Systems (DBMSs). In this paper we describe our research prototype system, which logicall...
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ژورنال
عنوان ژورنال: Revista Facultad de Ingeniería
سال: 2018
ISSN: 2357-5328,0121-1129
DOI: 10.19053/01211129.v27.n47.2018.7857