TL;DR: The concepts of data warehouse, data mining and OLAP are introduced, then a tool SAS and the application example about the analysis on the visiting capacity of web sites are introduced.
Abstract: With the more and more intense market competition,it's very important for merchants to store and mine the great capacity for information, then to get any information to concern customer's behavior. This paper introduces probably the concepts of data warehouse, data mining and OLAP, then introduce a tool SAS and the application example about the analysis on the visiting capacity of web sites.
TL;DR: Data mining technique is used to tackle this case acquisition problem and discover cases from agriculture weather databases to establish case base.
Abstract: The knowledge representation in Case-Based Reasoning is based on cases At present,a most important task in Case-Based Reasoning is how to establish effective Case Base In some areas, past records were usually well documented and related databases were established, but they are all just simple record of real observation or the working status We use data mining technique to tackle this case acquisition problem and discover cases from agriculture weather databases to establish case base
TL;DR: A high efficient multi-dimensional association rules mining algorithm is presented by integrating with the technology of data cube and online analytical processing.
Abstract: Having made a lucubrate on the classical association rules mining algorithm, a high efficient multi-dimensional association rules mining algorithm is presented by integrating with the technology of data cube and online analytical processing The experiments are also made by exerting the algorithm on different data cubes
TL;DR: The characteristics of Web-based Data Mining are introduced, the outstanding quality of XML is described, and its significant application in Web- based Data Mining is described in detail.
Abstract: Web-based Data Mining is a focus of data mining technology now,this paper introduces the characteristics of Web-based Data Mining,and described the outstanding quality of XML and its significant application in Web-based Data Mining in detail.
TL;DR: The paper showed the procedure of selecting the decision attribution in detail at the first time, as well as discussed the algorithm of ID3, the key algorithm of decision tree learning.
Abstract: ID3 is the key algorithm of decision tree learning. For this reason, presented the expressing method of decision tree and an optimized decision tree learning algorithm of ID3, especially explained how to select the regulation of decision attribution. Through an instance, the paper showed the procedure of selecting the decision attribution in detail at the first time, as well as discussed the algorithm. In general,the optimum decision tree can be found by ID3 algorithm.
TL;DR: The arithmetic in this paper solves the difficult problem that convex closure cannot be obtained quickly and exactly in image diagnosing system of chips and IC production line.
Abstract: Analyses the implementing process of convex closure arithmetic and get the principle of quick convex closure arithmetic. The article also discusses some principles that should be paid attention to and gives an assistant arithmetic. The arithmetic in this paper solves the difficult problem that convex closure cannot be obtained quickly and exactly in image diagnosing system of chips and IC production line.
TL;DR: In this paper, the two-colour method was used to reconstruct the combustion flame's temperature field by applying the digital image processing technology based on the twocolour method and applying the color flame images photographed by high temperature CCD.
Abstract: That rebuilding the combustion flame's temperature field by applying the digital image processing technology based on the two-colour method and applying the color flame images photographed by high temperature CCD is introduced.We have also analysed the two main error sources of this method and corrected them.
TL;DR: The experiment results show that ICA can effectively detect, separate and remove a wide variety of artefacts from EEG recordings and will provide a promising method in the classification of mental tasks and the research on Brain-Computer Interface (BCI) technology.
Abstract: ICA is applied to the mental EEG signal analysis. In one side, our experiment results show that ICA can effectively detect, separate and remove a wide variety of artefacts from EEG recordings. For another, the ICA algorithm is used to the pattern extraction of mental EEG signals from different mental tasks. By studying the EEG independent sources and their projection on human scalp, we can find that some steady independent components always appear when the subject repeats the same mental tasks. The results will provide us a promising method in the classification of mental tasks and the research on Brain-Computer Interface(BCI) technology.
TL;DR: Introduces the techniques of interconnecting multi-injection moulding machines with PLC controls via a computer, with special focus on the integrated monitoring system which controls several machines through one computer.
Abstract: Introduces the techniques of interconnecting multi-injection moulding machines with PLC controls via a computer, with special focus on the integrated monitoring system which controls several machines through one computer. This system has helped in an effective way to realize the intelligent operation of the machines by filtering disturbances and providing failure analysis and hints etc. This is of great and positive significance to the correct operation and maintenance of the machines, and to the improvement of equipment utilization as well as quality of products.
TL;DR: According to long period, difficult maintenance and frequent change in Web development, MVC Model is introduced and an instance is recommended.
Abstract: According to long period,difficult maintenance and frequent change in Web development,MVC Model is introduced.Additionally an instance is recommended.
TL;DR: The paper explains the implementation-mechanism of input method protocol-XIM onLinux platform, and shows a Chinese input method as an example using above technology on Linux platform.
Abstract: Discusses the technical background including the specific work for the Linux's Internationalization and Localization, objective factors that affect the progress of the Chinesenization and the locale's architecture of Linux's Internationalization and Localization Moreover, the paper explains the implementation-mechanism of input method protocol-XIM on Linux platform, and shows a Chinese input method as an example using above technology on Linux platform
TL;DR: Focus on the programming method of serial communication on Delphi platform, introduce some Win32 API functions about serial communication, as well as properties of Mscomm component, and give two examples to describe how to operate serial port by polling and events drive.
Abstract: Focus on the programming method of serial communication on Delphi platform, introduce some Win32 API functions about serial communication, as well as properties of Mscomm component, and give two examples to describe how to operate serial port by polling and events drive.
TL;DR: The grid technology implements the possibility of using the network as a single, contiguous computing resource to coordinated resource sharing and problem solving in dynamic, multi-institutional virtual organizations.
Abstract: The grid technology implements the possibility of using the network as a single, contiguous computing resource. The new technology,which is coordinated resource sharing and problem solving in dynamic,multi-institutional virtual organizations, distinguished from conventional distributed computing by its focus on large-scale resource sharing, innovative applications, and high-performance orientation. This article presents the basic concept, and introduces the application and development of grid.
TL;DR: The characters of market mix are analyzed and a conflict resolving method is given using proof theory to solve the conflict resolving issue in integrating every partial result.
Abstract: Marketing Decision Support System based on multi-agent system integrate different data and knowledge achieve distribute and cooperation for getting a marketing mix. The conflict resolving method is an important issue in integrating every partial result. This article analyze the characters of market mix firstly, gives a conflict resolving method using proof theory.
TL;DR: A Petri Net based on Artificial Intelligence is presented and an example is included to illustrate the effective of the Petri net.
Abstract: A Petri Net based on Artificial Intelligence is presented.In order to explain its application, an example is included to illustrate the effective of the Petri Net.
TL;DR: Common questions of program designs for Genetic Algorithm that apply for function optimization are analysed, and some applicable methods are put forward.
Abstract: Common questions of program designs for Genetic Algorithm that apply for function optimization are analysed,and some applicable methods are put forward.
TL;DR: This paper aims to make an introductory probe about the key technology on secure electronic commerce about the cryptosystem, digital signature and secure protocol.
Abstract: The researches of secure problems in the Electronic Commerce have resulted in the development of cryptosystem, digital signature and secure protocol. It has now formed a relatively complete secure electronic commerce solution. This paper aims to make an introductory probe about the key technology on secure electronic commerce.
TL;DR: The advantages of Decision Support System based on Data Warehouse and the implementation model are discussed and a new method for data cleaning is given and three Storage Modes of multi-dimensional cube are analyzed.
Abstract: Discusses the advantages of Decision Support System based on Data Warehouse and gives an implementation model Then the key technologies of constructing a Data Warehouse System are discussed A new method for data cleaning is given and three Storage Modes of multi-dimensional cube are analyzed and a measure report is provided
TL;DR: It is argued that the full benefit of component interoperability models can only be achieved if complemented by explicit architectural models.
Abstract: In theory, software architecture (SA) and component-based development make an ideal match. On the other hand, SA seems a natural complement for reusable software components. We argue that the full benefit of component interoperability models can only be achieved if complemented by explicit architectural models. Firstly outline a set of driving factors in selecting an approach to engineering and evolving large, complex, distributed applications. Then discuss the requirements of SA and component supporting for each other. Lastly explore the possible ways of combining SA and component-based development.
TL;DR: This article takes the analysis and design of the order processing system as an example, and introduces the practical modeling course of uml in details.
Abstract: UML(unified modeling language) is a standard and powerful modeling language. This article takes the analysis and design of the order processing system as an example,and introduces the practical modeling course of uml in details.
TL;DR: Among these queue model, the queue modle of multil-windows and mixed system is better than others and its application in modern communication network is demonstrated.
Abstract: Some kinds of queue model are presented based on the theory of queue. Matlab language is used to simulate these queue model.Among these model,the queue modle of multil-windows and mixed system is better than others.We present simulation results to demonstrate its application in modern communication network.
TL;DR: The characteristics of GIS data management and three main processing models of WebGIS at present are discussed and the developing mode and important technology of Web GIS are further discussed.
Abstract: WebGIS is a new technology based on Internet,developed after COMGISThe characteristics of GIS data management and three main processing models of WebGIS at present are discussedThe developing mode and important technology of WebGIS are further discussed
TL;DR: A way of performing classification analysis in data mining using alternate covering neural network that overcomes the drawbacks of some conventional neural networks such as BP forward network which needs iterations and easily falls into local minimum value.
Abstract: In the paper, the author presents a way of performing classification analysis in data mining using alternate covering neural network. It overcomes the drawbacks of some conventional neural networks such as BP forward network which needs iterations and easily falls into local minimum value. The method computes fast and deals fairly well with the high-dimensional data. A database test is given and the result proves the method's ability.