The data mining software
A Methodology for Evaluating and Selecting Data Mining Software
... As data mining evolves and matures more and more businesses are incorporating this technology into their business ...currently data mining and decision support software is expensive and ...
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Evaluation of Open Source Data Mining Software Packages
... statistical software package that generates a lot of ...statistical software packages, such as R, become more popular, the user base of costly software such as SAS will likely shrink, thereby ...
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Proposed Application of Data Mining Techniques for Clustering Software Projects
... Keywords: Data Mining, Software Engineering, Cluster, ...participated. Software repositories contain valuable information about various software pro- ...historical data, which ...
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Data mining in software engineering
... of software engineering data to which data mining has been ...the data for processing. 3.1. Documentation Software documentation data are of high importance but in tandem ...
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Mining Software Usage Data
... pattern mining tolerates noise, in the form of insertion errors, it can discover patterns of sequential user navigation with spurious navigation or slight ...
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Software Intelligence: The Future of Mining Software Engineering Data
... of data. The existing mechanisms of data collection rely heavily on a large number of heuristics – leading to possibly noisy ...higher-quality data for ...
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Visual Data Mining in Software Archives
... Abstract Software archives contain historical information about the development process of a software ...Using data mining techniques rules can be extracted from these ...large software ...
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A Review of Software Packages for Data Mining
... The data visualization capabilities of Enterprise Miner are impressive, but they could still be significantly better if the tools to manipulate the characteristics of the charts and plots were easier to ...
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DATA MINING FOR THE MANAGEMENT OF SOFTWARE DEVELOPMENT PROCESS
... of data mining techniques to the field of software engineering has not been very much used, never- theless, it is presented as a task that can offer great advantages and possibilities to this ...of ...
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Mining Textual Data for Software Engineering Tasks
... in software artifacts or informal documentation ...unstructured data to gain insight about the soft- ware development process or assist development teams in tasks like software traceability, ...
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Object Mining: A Practical Application of Data Mining for the Construction and Maintenance of Software Components
... Object Mining technology is, as will become evident, related to the field of expert ...Object Mining technology produces components that fit easily into the existing object ...
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The use of data Mining Techniques for Improving Software Reliability
... of software development is to deliver high-quality software efficiently and in the least amount of time whenever ...the software that reuse the ...
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An overview of free software tools for general data mining
... free software tools for general data mining that are available today: RapidMiner, R, Weka, KNIME, Orange, and ...of data mining (classification, regression, clustering, associative ...
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Application of Data Mining Techniques for Software Reuse Process
... on software reuse by many ...companywide software reuse. Prediction of reusability of object oriented software systems using clustering approach have been made by ...in software reuse sought ...
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Application of Data Mining Techniques for Improving Software Engineering
... Pattern Mining on Source Code [13] Run-time paths capture the ordered sequence of components or events that take place in an application ...retrieve data from ...
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Data Mining Techniques used in Software Engineering: A Survey
... the software development process with and without the use of data mining As we have mentioned in our study, the selection of a data mining depends upon the type of data that has ...
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RISKS ANALYSIS AND AUDIT SOFTWARE TOOLS (DATA MINING)
... The first offers the possibility for companies to communicate their accounting files, and the reading of these data takes place using a specific tool locally designed. This tool offers a real advantage in terms of ...
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Software Tracing Comparison Using Data Mining Techniques
... the Chromium traces have a limited size, covering up to a few seconds and containing only a small number of events. Moreover, the sampling rate in Chromium may also cause issues for the analysis of its data, as ...
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Data Mining. for Process Improvement DATA MINING. Paul Below, Quantitative Software Management, Inc. (QSM)
... cleansing data, measuring the quality of data, and dealing with missing data are topics that are outside the scope of this ...new data mining algorithms and tools in recent years, and ...
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Data Mining for Software Process Discovery in Open Source Software Development Communities
... Abstract Software process discovery has historically been an intensive task, either done through exhaustive empirical studies or in an automated fashion using techniques such as logging and analysis of command ...
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