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Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
In the 1990s, a new type of learning algorithm was developed, based on results from statistical learning theory: the Support Vector Machine (SVM). This gave rise to a new class of theoretically elegant learning machines that use a central concept of SVMs—-kernels--for a number of learning tasks. Kernel machines provide a modular framework...
Illustrated Unix System V/Bsd
Illustrated Unix System V/Bsd

This book describes the UNIX operating system user commands. It is based on AT&T UNIX System V Release 4 and Berkeley Software Distribution(BSD) 4.3. It provides you the knowledge and insight to fully use the power of the UNIX System.

You may ask what exactly is UNIX? UNIX is several things. It is a computer operating system. It is...

Solaris Internals: Core Kernel Architecture
Solaris Internals: Core Kernel Architecture

The definitive Sun Microsystems guide to the internals of the Solaris kernel.

This book focuses on the core kernel functions, major data structures and algorithms. Its practical approach makes it an essential resource for anyone responsible for kernel, driver or application software. Anyone doing development, debugging, maintenance,...

Rewriting Logic and Its Applications: 8th International Workshop, WRLA 2010
Rewriting Logic and Its Applications: 8th International Workshop, WRLA 2010
Rewriting is a form of inference, and one that interacts in several ways with other forms of inference such as decision procedures and proof search. We discuss a range of issues at the intersection of rewriting and inference. How can other inference procedures be combined with rewriting? Can rewriting be used to describe...
Virtualization with Xen(tm): Including Xenenterprise, Xenserver, and Xenexpress
Virtualization with Xen(tm): Including Xenenterprise, Xenserver, and Xenexpress
Complete Coverage of Xen, Including Version 3.2

Virtualization with Xen is the first book to demonstrate to readers how to install, administer, and maintain a virtual infrastructure based on XenSources latest release, Xen 3.2. It discusses best practices for setting up a Xen environment correctly the first time,
...
Embedded Systems Building Blocks: Complete and Ready-to-Use Modules in C
Embedded Systems Building Blocks: Complete and Ready-to-Use Modules in C
- This second edition features revisions that support the latest version of the author's popular operating system and book, MicroC/OS-II - Complete and ready-to-use modules in C Get a clear explanation of functional code modules and microcontroller theory

You get hands-on experience with real-time system modules provided by the author
...
Professional Linux Programming (Programmer to Programmer)
Professional Linux Programming (Programmer to Programmer)

As Linux continues to grow in popularity, there has never been more of a need to understand how to develop for this platform. Rather than focusing on a particular language or development technique, Professional Linux Programming looks at the different development environments within Linux—the kernel, the desktop, and the web—and...

Beginning Ubuntu Server Administration: From Novice to Professional (Expert's Voice)
Beginning Ubuntu Server Administration: From Novice to Professional (Expert's Voice)
You love it as the world’s most popular desktop Linux distribution, and now Ubuntu is available at a server near you. Embracing the very same features desktop users have grown to love, system administrators are rapidly adopting Ubuntu due to their ability to configure, deploy, and manage network services more effectively than ever....
Programming in Objective-C, Third Edition (Developer's Library)
Programming in Objective-C, Third Edition (Developer's Library)

Dennis Ritchie at AT&T Bell Laboratories pioneered the C programming language in the early 1970s. However, this programming language did not begin to gain widespread popularity and support until the late 1970s.This was because, until that time, C compilers were not readily available for commercial use outside of Bell Laboratories....

Practical Unix & Internet Security, 3rd Edition
Practical Unix & Internet Security, 3rd Edition
This new edition of Practical Unix & Internet Security provides detailed coverage of today's increasingly important security and networking issues. Focusing on the four most popular Unix variants today--Solaris, Mac OS X, Linux, and FreeBSD--this book contains new information on PAM (Pluggable Authentication...
Support Vector Machines: Theory and Applications (Studies in Fuzziness and Soft Computing)
Support Vector Machines: Theory and Applications (Studies in Fuzziness and Soft Computing)

The support vector machine (SVM) is a supervised learning method that generates input-output mapping functions from a set of labeled training data. The mapping function can be either a classification function, i.e., the category of the input data, or a regression function. For classification, nonlinear kernel functions are often used to...

Designing and Implementing Linux Firewalls with QoS using netfilter, iproute2, NAT and l7-filter
Designing and Implementing Linux Firewalls with QoS using netfilter, iproute2, NAT and l7-filter
After giving us a background of network security, the book moves on to explain the basic technologies we will work with, namely netfilter, iproute2, NAT and l7-filter. These form the crux of building Linux firewalls and QOS. The later part of the book covers 5 real-world networks for which we design the security policies, build the firewall, setup...
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