By Jiawei Han
As wrote in identify, it truly is sturdy booklet and quickly delivery. i'm satisfied!
Read or Download Data Mining: Concepts and Techniques, Second Edition (The Morgan Kaufmann Series in Data Management Systems) PDF
Similar management information systems books
The enjoyment of SOX examines how the Sarbanes-Oxley Act (SOX), decried as a painful dampener of industrial agility and innovation, in addition to a major waste of cash, can really be a catalyst for badly wanted swap in American undefined. concentrating on the severe nexus among info know-how and enterprise operations and the emergence of the innovative Service-Oriented structure, this publication exhibits businesses the best way to upward push to the problem of SOX and use the rules as for imposing much-needed IT infrastructure alterations.
With the pressing call for for fast turnaround on new software program releases--without compromising quality--the checking out component of software program improvement needs to continue speed, requiring a huge shift from gradual, labor-intensive trying out the way to a speedier and extra thorough computerized trying out technique. This e-book is a accomplished, step by step consultant to the simplest instruments, recommendations, and strategies for automatic checking out.
Offer Chain administration, company assets making plans (ERP), and complicated making plans platforms (APS) are vital techniques on the way to set up and optimize the move of fabrics, info and monetary cash. This publication, already in its 5th variation, offers a wide and updated review of the suggestions underlying APS.
Construction clever info platforms software program exhibits scientists and engineers easy methods to construct purposes that version complicated details, facts, and information with no the necessity for coding. conventional software program improvement takes time and results in rigid, complex functions that just about, yet don’t precisely, meet the meant wishes.
- Data communications and computer networks: A business user's approach
- Building the Agile Enterprise. With Capabilities, Collaborations and Values
- The Blackwell Encyclopedic Dictionary of Management Information Systems (Blackwell Encyclopedia of Management)
- Cost estimation for software development
- Complexity and Structure
Extra resources for Data Mining: Concepts and Techniques, Second Edition (The Morgan Kaufmann Series in Data Management Systems)
Outlier analysis may uncover fraudulent usage of credit cards by detecting purchases of extremely large amounts for a given account number in comparison to regular charges incurred by the same account. Outlier values may also be detected with respect to the location and type of purchase, or the purchase frequency. Outlier analysis is also discussed in Chapter 7. 6 Evolution Analysis Data evolution analysis describes and models regularities or trends for objects whose behavior changes over time.
Heterogeneous Databases and Legacy Databases A heterogeneous database consists of a set of interconnected, autonomous component databases. The components communicate in order to exchange information and answer queries. Objects in one component database may differ greatly from objects in other component databases, making it difficult to assimilate their semantics into the overall heterogeneous database. Many enterprises acquire legacy databases as a result of the long history of information technology development (including the application of different hardware and operating systems).
Data cleaning and data integration techniques may be performed on the data. Database or data warehouse server: The database or data warehouse server is responsible for fetching the relevant data, based on the user’s data mining request. 1 A popular trend in the information industry is to perform data cleaning and data integration as a preprocessing step, where the resulting data are stored in a data warehouse. 2 Sometimes data transformation and consolidation are performed before the data selection process, particularly in the case of data warehousing.