By Ying Tan

Email has develop into an crucial conversation software in way of life. although, excessive volumes of unsolicited mail waste assets, intervene with productiveness, and current serious threats to machine process safety and private privateness. This e-book introduces examine on anti-spam innovations in accordance with the factitious immune procedure (AIS) to spot and clear out junk mail. It offers a unmarried resource of all anti-spam types and algorithms in accordance with the AIS which were proposed by way of the writer for the earlier decade in a number of journals and conferences.


Inspired via the organic immune process, the AIS is an adaptive procedure in keeping with theoretical immunology and saw immune capabilities, ideas, and types for challenge fixing. one of the number of anti-spam innovations, the AIS has been powerful and is turning into the most very important the right way to filter out junk mail. The e-book additionally makes a speciality of a number of key subject matters on the topic of the AIS, including:



  • Extraction tools encouraged through numerous immune principles

  • Construction ways according to a number of focus tools and models

  • Classifiers in accordance with immune probability theory

  • The immune-based dynamic updating algorithm

  • Implementing AIS-based unsolicited mail filtering systems

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


Anti-Spam options in accordance with synthetic Immune System supplies practitioners, researchers, and lecturers a centralized resource of specific details on effective types and algorithms of AIS-based anti-spam strategies. It additionally includes the most up-tp-date details at the basic achievements of anti-spam learn and ways, outlining concepts for designing and making use of spam-filtering models.

Show description

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

Best machine theory books

Download PDF by Anas N. Al-Rabadi: Reversible Logic Synthesis: From Fundamentals to Quantum

For the 1st time in publication shape, this finished and systematic monograph offers equipment for the reversible synthesis of good judgment capabilities and circuits. it really is illustrated with a wealth of examples and figures that describe intimately the systematic methodologies of synthesis utilizing reversible common sense.

Logic Functions and Equations: Binary Models for Computer by Christian Posthoff,Bernd Steinbach PDF

Good judgment capabilities and equations are (some of) crucial recommendations of machine technology with many purposes equivalent to Binary Arithmetics, Coding, Complexity, common sense layout, Programming, machine structure and synthetic Intelligence. they're quite often studied in a minimal means sooner than or including their respective purposes.

Download e-book for kindle: Data Clustering: Algorithms and Applications (Chapman & by Charu C. Aggarwal,Chandan K. Reddy

Examine at the challenge of clustering has a tendency to be fragmented around the development popularity, database, facts mining, and laptop studying groups. Addressing this challenge in a unified means, information Clustering: Algorithms and purposes offers whole assurance of the complete zone of clustering, from simple the right way to extra subtle and intricate info clustering ways.

High-Performance Scientific Computing: First JARA-HPC - download pdf or read online

This publication constitutes the completely refereed post-conference proceedings of the 1st JARA High-Performance Computing Symposium, JARA-HPC 2016, held in Aachen, Germany, in October 2016. The 21 complete papers awarded have been conscientiously reviewed and chosen from 26 submissions. They conceal many different themes, corresponding to coupling methods and recommendations in Computational Fluid Dynamics (CFD), performance portability and purposes in HPC, in addition to provenance monitoring for large-scale simulations.

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

Example text

Download PDF sample

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


by Donald
4.5

Rated 4.64 of 5 – based on 27 votes