By Joseph P. Bigus
Readers will locate concrete implementation suggestions, strengthened with real-world company examples and not less than formulation, and case reports drawn from a huge diversity of industries. The ebook illustrates the preferred info mining capabilities of class, clustering, modeling, and time-series forecasting--through examples built utilizing the IBM Neural community application.
Read Online or Download Data Mining With Neural Networks: Solving Business Problems from Application Development to Decision Support PDF
Similar information management books
Providing a hands-on government instrument package, Offshore software program improvement: Making It paintings attracts on actual lifestyles examples and explores the teachings realized from companies equivalent to Verizon, Citigroup, JP Morgan Stanley, and members skilled in offshore outsourcing. each one bankruptcy introduces a key set of techniques and illustrates them with a true international enterprise case dependent upon a member of the curiosity staff.
Technical aid necessities is a publication concerning the many elements of technical aid. It makes an attempt to supply a wide range of themes to function issues of development, dialogue, or just themes that you simply will need to study. the themes variety from solid paintings conduct to the best way technical aid teams identify their very own kind of paintings.
Situations on info expertise and Organizational Politics & tradition records real-life instances describing concerns, demanding situations, and ideas relating to info know-how, and the way it impacts organizational politics and tradition. The circumstances incorporated during this e-book hide a large choice of subject matters, similar to: an built-in on-line library assets automation undertaking, IT inside of a central authority business enterprise, the politics of data administration, and so on.
This e-book addresses the idea that of data, and its use within the contexts of labor and organisations. It offers a severe realizing of present methods to wisdom administration, association and the 'knowledge economy'. the writer describes a couple of instances of 'knowledge extensive firms', together with IT organisations, administration consultancy businesses, advertisements firms and existence technological know-how businesses.
Extra resources for Data Mining With Neural Networks: Solving Business Problems from Application Development to Decision Support
64-68. , and L. Osburn. 1993. Forecasting S&P and gold futures prices: An application of neural networks, Journal of Futures Markets, Vol. , pp. 631-ti43. L. L. Kennedy. 1994. Autonomously learning neural networks for clinical decision support, Proceedings of the International Conference on Neural Networks and Expert Systems in medicine and Healthcare, 1994, pp. 15-22. Komo, D. , C. Chang, and H. Ko. 1994. Stock market index prediction using neural networks, Proceedings of SPIE, Vol. 2243, pp. 516-26.
It is done every day by many people. However, it is by no means natural for most people. Even those with an aptitude for computer programming must be trained in the organized, step-by-step procedures required to write a program to get a computer to solve a problem. Some people are unable to think at the level of detail necessary to specify the sequence of elementary operations needed to perform even the most basic computing functions. Good programmers have linear, sequential thought processes. They view a problem as a connect-the-dots puzzle, where the first and last points are specified, and their job is to link the dots, one by one, until the solution emerges.
Perhaps the most common is the top-down structured approach, where a problem is broken down into subproblems. Data is identified and processes are defmed for manipulating the data. Well-known techniques are used to design programs and algorithms to solve the data processing problem. After that it is just a simple matter of programming. It's been done a million times. For the past 20 years, the computer science curriculum in universities has been based on this approach to solving problems with computers.