Download e-book for kindle: Adaptive Business Intelligence by Zbigniew Michalewicz

By Zbigniew Michalewicz

ISBN-10: 3540329285

ISBN-13: 9783540329282

Adaptive company intelligence structures mix prediction and optimization thoughts to help determination makers in advanced, swiftly altering environments. those structures deal with basic questions: what's prone to occur sooner or later? what's the top plan of action? Adaptive enterprise Intelligence explores components of information mining, predictive modeling, forecasting, optimization, and flexibility. The ebook explains the applying of various prediction and optimization thoughts, and indicates how those strategies can be utilized to improve adaptive platforms. insurance contains linear regression, time-series forecasting, selection timber and tables, man made neural networks, genetic programming, fuzzy platforms, genetic algorithms, simulated annealing, tabu seek, ant platforms, and agent-based modeling.

Show description

Read Online or Download Adaptive Business Intelligence PDF

Best management information systems books

Read e-book online Handbook of Information Management, 8th Edition PDF

This is often successfully the 8th variation of Aslib's flagship reference paintings, guide of precise Librarianship and data paintings, which has supplied the seminal textual content on smooth info thought, perform, and method considering the fact that 1957. Scammell attracts on a considerable history of study and most sensible perform to supply a practical method of info administration within the office.

Download e-book for kindle: Enterprise content services : connecting information and by Alden Globe

During this booklet, the authors of handling wisdom take company content material administration to the subsequent point, exhibiting decision-makers precisely easy methods to get regulate in their organization's content material and use it for aggressive virtue. they supply a start-to-finish, services-based framework for outlining targets, picking out applied sciences, imposing strategies, and working content material administration platforms for optimum company gain.

Get The New Statistical Analysis of Data PDF

The character of the ebook This booklet is a textual content for a primary path in statistical recommendations and strategies. It introduces the research of knowledge and statistical inference and explains quite a few tools in sufficient element in order that the coed can observe them. Little mathematical historical past is needed; purely highschool algebra is used.

Liu, Chris; More, Josh; Stieber, Anthony J's Breaking into information security : crafting a custom PDF

Even if you must holiday into details defense, circulation from one activity to a different, or transition into administration, Breaking into details defense can assist. No different e-book surveys the entire varied jobs to be had within the undefined, frankly discusses the positives and negatives of every, and what you must learn how to get into and out of every function.

Additional info for Adaptive Business Intelligence

Example text

However, this does not mean that other components are not important (e. , an easy-to-use graphical user interface, a database for storing information). Thus, the overall structure of an Adaptive Business Intelligence system resembles the following diagram: 15 The “weight” of a rule is just a parameter that provides a relative measure of the rule’s merit. Rules that are more important are assigned higher values (recall the definition for parameter in Sect. 1). 46 4 Adaptive Business Intelligence In Sect.

Regardless of these complications, let us assume for the moment that our basic prediction module makes a prediction of $11,384 (for the Honda Accord being sent to an auction site in Northern California). Of course, this “prediction” would not be very accurate, but it serves as a good starting point for further discussion in Sect. 4 below. 3 Optimization Next comes the development of an optimization module capable of recommending the best answer. Note that the “best answer” is based on the prediction module’s output.

Because software development is covered many specialized texts, we will instead focus on the conceptual issues involved in developing an Adaptive Business Intelligence system. 2 Prediction 41 Since we have explained what each column means in the previous chapter,14 we should already have a good understanding of the data. Next, we have to clean the data. ” Yes, data can be “dirty”! This terminology refers to situations that involve missing data, inconsistent data, incorrect data, etc. Manually entered data usually has to be cleaned since humans make typing errors and often use different words to describe the same thing (e.

Download PDF sample

Adaptive Business Intelligence by Zbigniew Michalewicz

by Brian

Rated 4.61 of 5 – based on 41 votes