Difference between Dimensionality Reduction and Numerosity Reduction

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Explain CORBA architecture briefly.

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  ARCHITECTURE OF CORBA The major components that make up the CORBA architecture include the: Interface Definition Language (IDL), Object Request Broker (ORB), The Portable Object Adaptor (POA), Naming Service, and Inter-ORB Protocol (IIOP). Interface Definition languages: CORBA uses the concept of an interface Definition language to implement the services. IDL is a neutral programming language method of defining how a service is implemented. The syntax of this language is independent of any programming language. IDL is used to define an interface, which describes the methods that are available and the parameters that are required when a call is made for a remote object. Object Request Broker (ORB): The foundation of CORBA architecture is based on the Object Request Broker (ORB). The ORB is prime mechanism that acts as a middleware between the client and the server. It provides a heterogeneous environment in which a client can remotely communicate with the server irrespective of t...
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Explain the architecture of data mining system with block diagram./Describe the Data Mining Architecture with figure.

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Data Mining Architecture The process of extracting information to identify patterns, trends, and useful data that would allow the business to take the data-driven decision from huge sets of data is called Data Mining. The data mining process involves several components, and these components constitute a data mining system architecture. The significant components of data mining systems are a data source, data mining engine, data warehouse server, the pattern evaluation module, graphical user interface, and knowledge base. The major component of a data mining system architecture is as follows:- Database, Data Warehouse, or Other Information Repository:  This is one or a set of databases, data warehouses, spreadsheets, or other kinds of information repositories. Data cleaning and data integration techniques may be performed on the data. Database or Data Warehouse Server: It fetches the data as per the users’ requirement which one needs for data mining task. Knowledge Base:  ...
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Describe management functions and explain how each of them is interrelated./ Four key functions (planning, organizing, directing and controlling) make up the process of management. It is possible that the controlling function can affect the organizing function and organizing function can affect the leading functions? Explain.

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   Functions/Process of Management The management system is a system or process of interrelated and sequential components or function of management. The function of management have been specified and defined variously by different authors. Fayol has specified planning, organizing, commanding, coordinating and controlling as the function of management. Likewise, according to Koontz and O'donnell, planning, organizing, developing, coordinating and staffing as the functions of management. According to Linder Urbick, forecasting, planning, organizing, commanding, coordinating and controlling as the function of management. Luther Gulick has summarized the function of management as POSDCORB where P = Planning, O = Organizing, S = CO = Coordinating, R = Reporting and B = Staffing, D = Directing, Budgeting. In general, the following are the functions of management. 1. Planning Planning is the basic function of management. It is outlining the future course of action and decides in adva...
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