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proach uses historical cases to recognize patterns (see 12). For example, customers of Cognitive Systems, Inc., utilize such an approach for helpdesk applications. One company has a 50,000-query case library. New cases are matched quickly against the 50,000 samples in the library, providing more than 90 percent accurate and automatic answers to queries. Neural computing. Neural computing is a machine learning approach by which historical data can be examined for pattern recognition. These patterns can then be used for making predictions and for decision support (details are given in 12). Users equipped with neural computing tools can go through huge databases and, for example, identify potential customers of a new product or companies whose pro les suggest that they are heading for bankruptcy. Most practical applications are in nancial services, in marketing, and in manufacturing. Intelligent agents. One of the most promising approaches to retrieving information from the Internet or from intranet-based databases is the use of intelligent agents. As vast amounts of information become available through the Internet, nding the right information is more dif cult. This topic is further discussed in s 5 and 12. Association analysis. Association analysis is a relatively new approach that uses a specialized set of

respectively, in a table or result set s columns. The usual methods to send and retrieve data allow you to map one or more SQL data types to specific Java types. The methods explained here allow you to use Java objects, regardless of what type SQL data is accessed. Precise mapping rules are used. Indeed, specific SQL data types must correspond to specific Java types, and specific Java types must correspond to specific SQL types. Dynamically Typed Data Retrieval Dynamically typed data retrieval is performed using ResultSet.getObject() to access columns, or CallableStatement. getObject() to access OUT parameters of stored procedures. Table 7-1 shows the default mapping from SQL types to Java types that are subtypes of Object. No mapping to Java streams is provided. Table 7-1DEFAULT MAPPING FROM SQL TYPES TO JAVA OBJECT TYPES

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Under bash job control, you can restart any stopped job as either a background process or a foreground process. A foreground process takes over control of the terminal you re working on, so be careful about using that feature. To restart a job in background mode, use the bg command, along with the job number:

T1 0

11-13]

f you do not want the user to be able to tab to a control, set its TabStop property to False (as explained later in this chapter in the control properties section).

system on a partition with the label LABEL=/ The third line (starting with initrd) identifies the location of the initial RAM disk, which contains the minimum files and directories needed during the boot process If you are going to change any of the lines related to the boot process, you would probably change only the second line to add or remove boot options Here is how you do that: 1 Position the cursor on the kernel line and type e 2 Either add or remove options after the name of the boot image You can use a minimal set of bash shell command-line editing features to edit the line You can even use command completion (type part of a filename and press Tab to complete it).

The Linux community is generally very supportive of new users, and you can find help from local Linux User Groups (LUGs) or via many places on the Internet.

Here are a few options you may want to add or delete: Boot to a shell If you forgot your root password or if your boot process hangs, you can boot directly to a shell by adding init=/bin/sh to the boot line (The file system is mounted read-only, so you can copy files out You need to remount the file system with read/write permission to be able to change files) Select a run level If you want to boot to a particular run level, you can add the word linux, followed by the number of the run level you want For example, to have Fedora Linux boot to run level 3 (multiuser plus networking mode), add linux 3 to the end of the boot line You can also boot to single-user mode (1), multi-user mode (2), or X GUI mode (5).

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