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Example research essay topic: Neural Networks Data Mining - 830 words

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... ; Alice " Iso Alice is a powerful and easy to use Data Mining Tool. Use decision trees to explore & exploit your data. Textual reports, SQL queries generation, What-If Analysis, etc. web SPSS Clementine Clementine is the leading data mining toolkit, twice winning the UK Government's (Department of Trade & Industry) SMART award for innovation. Clementine applications include customer segmentation / profiling for marketing companies, fraud detection, credit scoring, load forecasting for utility companies, and profit prediction for retailers. web Data Distilleries Data Surveyor Data Surveyor is a data mining tool for expert users.

It consists of a suite of powerful algorithms and provides support for all steps in the knowledge discovery process. Data Surveyor allows the user to interactively discover knowledge, inspect results during discovery and guide the discovery process. Data Surveyor applications include database marketing, credit scoring and risk analysis. web MIT Data Engine Data Engine is a software product for data analysis using fuzzy technologies, neural networks, and conventional statistics. It has been successfully applied in the fields of forecasting, data base marketing, quality control, process analysis, and diagnosis.

The special features of the new version are on the one hand the high flexibility concerning the integration into existing solutions, which is supported by a flexible ASCII import and the import of MS-Excel files. On the other hand it is possible to include any kind of user defined functions into Data Engine. In addition to this, Data Engine 2. 0 becomes the tool for professional data analysis thanks to the 32 bit architecture and the productive graphic component for data visualization. web Data Sage, Inc. Datasage Datasage provides a suite of C++ modules which maintain data inside an existing relational database where it can be managed more effectively, (the company calls this 'data centralism'). Datasage then uses high-speed C++ routines to read and batch process the data.

As a result, the product can handle very large databases. Datasage includes a suite of data transforms, modeling and analysis tools, including neural networks and factor analysis. web Trajecta, Inc. db Prophet Utilizing sophisticated neural network technologies, Trajecta offers a broad range of software and services that provide highly accurate predictions of complex customer behavior and market trends. Trajecta's non-technical, easy-to-use software can also help optimize business activities, allowing its users to exceed their business goals. web Summary Table (Pryke): Company Product Major Function URL SGI Mine Set (SGI) Combining powerful integrated, interactive tools for data access and transformation, data mining, and visual data mining, Mine Set provides you with a revolutionary paradigm for getting maximum value from your vast data resources.

Mine Set enables you to gain a deeper, intuitive understanding of your data, by helping you to discover hidden patterns, important trends and new knowledge. It is this deep understanding which can be used for developing powerful business strategies leading to greater competitive advantage. web Data Mining Technologies Inc. Nuggets TM Nuggets uses proprietary search algorithms called Sift Agents (TM) to develop English 'if - then' rules.

These algorithms use genetic methods and learning techniques to 'intelligently's earch for valid hypotheses that become rules. In the act of searching, the algorithms 'learn' about the training data as they proceed. The result is a very fast and efficient search strategy that does not preclude any potential rule from being found. The new and proprietary aspects include the way in which hypotheses are created and the searching methods.

The user sets the criteria for valid rules. Nuggets also provides a suite of tools to use the rules for prediction of new data, under-standing, classifying and segmenting data. The user can also query the rules or the data to perform special studies. web Partek Inc.

Partek Software for data mining and knowledge discovery based on statistical methods, data visualization, neural networks, fuzzy logic and genetic algorithms. web MIT WINROSA WINROSA is a software tool which generates automatically Fuzzy If-Then Rules from your data. The generated data set can be run by most of the existing fuzzy tools like e. g. Data Engine, fuzzy TECH, and Matlab. web Attar Software Xpert Rule Data Mining using high performance parallel SQL technology A Windows PC client being able to intelligently query the data source on the host server can achieve knowledge Induction.

The speed of the process is therefore dependant upon the server - not the speed of the client PC. This allows data mining to exploit the speed offered by MPP servers (Massive Parallel Processors) and database architectures that are optimized for serving queries. web Works Cited Cavoukian, Ann, Ph. D. "Data Mining: Staking a Claim on Your Privacy. " Jan. 1998 < web site.

eng/MATTERS/SUM PAP/PAPERS/dopamine. htm> Pryke, Andy. "The Data Mine. " 23 Sep. 1998 < web SAS Institute Inc. "Data Mining. " 12 Jan. 2000 < web mining/> Two Crows Co. " Introduction to Data Mining and Knowledge Discovery. " 1999 < web Zurada, J. M. (1992), Introduction To Artificial Neural Systems, Boston: PWS Publishing Company, p. xv:


Free research essays on topics related to: neural, neural networks, mining, data mining, data analysis

Research essay sample on Neural Networks Data Mining

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