Traversee du Book Archive

Computer Systems Analysis Design

Download Anti-Spam Techniques Based on Artificial Immune System by Ying Tan PDF

By Ying Tan

Email has turn into an integral conversation device in way of life. even if, excessive volumes of unsolicited mail waste assets, intervene with productiveness, and current critical threats to desktop method protection and private privateness. This publication introduces learn on anti-spam innovations in line with the synthetic immune process (AIS) to spot and filter out junk mail. It offers a unmarried resource of all anti-spam versions and algorithms in accordance with the AIS which have been proposed by means of the writer for the previous decade in a number of journals and conferences.


Inspired by means of the organic immune procedure, the AIS is an adaptive procedure in response to theoretical immunology and saw immune services, ideas, and versions for challenge fixing. one of the number of anti-spam suggestions, the AIS has been powerful and is changing into some of the most vital how you can clear out unsolicited mail. The e-book additionally makes a speciality of a number of key themes regarding the AIS, including:



  • Extraction equipment encouraged via a variety of immune principles

  • Construction ways according to numerous focus tools and models

  • Classifiers in response to immune possibility theory

  • The immune-based dynamic updating algorithm

  • Implementing AIS-based junk mail filtering systems

The publication additionally contains numerous experiments and comparisons with state of the art anti-spam concepts to demonstrate the superb functionality AIS-based anti-spam techniques.


Anti-Spam ideas according to man made Immune System offers practitioners, researchers, and teachers a centralized resource of precise info on effective versions and algorithms of AIS-based anti-spam concepts. It additionally comprises the most up-tp-date info at the common achievements of anti-spam learn and methods, outlining techniques for designing and employing spam-filtering models.

Show description

Read or Download Anti-Spam Techniques Based on Artificial Immune System PDF

Similar computer systems analysis & design books

97 Things Every Software Architect Should Know: Collective Wisdom from the Experts

During this actually precise technical e-book, contemporary prime software program architects current important rules on key improvement concerns that pass approach past expertise. greater than 4 dozen architects -- together with Neal Ford, Michael Nygard, and invoice de hOra -- provide suggestion for speaking with stakeholders, putting off complexity, empowering builders, and lots of simpler classes they have discovered from years of expertise.

Troubleshooting Analog Circuits (EDN Series for Design Engineers)

In keeping with the author's well known sequence in EDN journal, the ebook incorporates a wealth of data on debugging and troubleshooting analog circuits. during this ebook, you will discover recommendation on utilizing easy apparatus to troubleshoot (would you suspect a standard AM radio? ); step by step techniques for analog troubleshooting tools; and beneficiant helpings of the author's particular insights, humor, and philosophy on analog circuits.

How to Do Systems Analysis (Wiley Series in Systems Engineering and Management)

This publication makes a speciality of platforms research, commonly outlined to additionally contain challenge formula and interpretation of proposed possible choices by way of the price platforms of stakeholders. accordingly, the booklet is a supplement, no longer a alternative to different books whilst educating structures engineering and platforms research.

Foundations of Fuzzy Logic and Semantic Web Languages (Chapman & Hall/CRC Studies in Informatics Series)

Coping with vagueness/fuzziness is beginning to play an incredible function in Semantic internet study, with a good number of study efforts underway. Foundations of Fuzzy good judgment and Semantic internet Languages presents a rigorous and succinct account of the mathematical equipment and instruments used for representing and reasoning with fuzzy details inside Semantic internet languages.

Additional info for Anti-Spam Techniques Based on Artificial Immune System

Sample text

Download PDF sample

Rated 4.40 of 5 – based on 17 votes