Network Data Analytics

Network Data Analytics by K. G. Srinivasa
Author : K. G. Srinivasa
Publisher : Springer
Release : 2018-04-26
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Spam. Classification. Case. Study. The data that revolve around the Internet are generally unstructured. ... The basic methods of spam classification can be categorized into two approaches, namely content based and non-content based.

Practical Common Lisp

Practical Common Lisp by Peter Seibel
Author : Peter Seibel
Publisher : Apress
Release : 2006-11-01
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(spam (ecase classification (ham 'false-negative) (spam 'correct) (unsure 'missed-spam)))))) You can test out this function at the REPL. SPAM> (result-type '(:FILE #p"foo" :type ham :classification ham :score 0)) CORRECT SPAM> ...

Web Spamming - A Threat

Web Spamming - A Threat by Dr. Manish Saxena
Author : Dr. Manish Saxena
Publisher : Lulu.com
Release :
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Automatic email spam classification [18] contains more challenges because of unstructured information, more number of features and large number of documents. As the usage increases all of these features may adversely affect performance ...

Information Security Practice and Experience

Information Security Practice and Experience by Kefei Chen
Author : Kefei Chen
Publisher : Springer
Release : 2006-02-26
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The Section 2 shows the related works of spam mail classification. Section 3 discusses the mail counting and bitmap-based white list method for spam classification. In section 4, we show the results of the experiment and discussion.

Progress in Advanced Computing and Intelligent Engineering

Progress in Advanced Computing and Intelligent Engineering by Chhabi Rani Panigrahi
Author : Chhabi Rani Panigrahi
Publisher : Springer
Release : 2018-07-09
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Spam. Classification. The different kinds of email are categorized into different classes by the several mail engines. ... There are a number of cases when the message which is not unwanted is sent to the spam folder which may lead to ...

Malware Analysis Using Artificial Intelligence and Deep Learning

Malware Analysis Using Artificial Intelligence and Deep Learning by Mark Stamp
Author : Mark Stamp
Publisher : Springer Nature
Release : 2020-12-20
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There are two main parts towards that direction: • Classification based on image features: extraction of 38 ... We discuss the results obtained to classify spam images by leveraging the power of neural networks and deep learning.

Adversarial Web Search

Adversarial Web Search by Carlos Castillo
Author : Carlos Castillo
Publisher : Now Publishers Inc
Release : 2011-01-22
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In this section, we outline some of the commonly used methods for evaluating Web spam detection systems. 2.4.1 Evaluation of Spam Classification Methods There are a number of methods for the evaluation of automatic classifiers, see, ...

Python Machine Learning

Python Machine Learning by Ryan Turner
Author : Ryan Turner
Publisher : Publishing Factory
Release : 2020-04-12
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A familiar example of a classification problem is whether a given email is spam or not spam. Classification can involve probability, providing a probability estimate along with its classification. 0.7 spam, for example, suggests a 70% ...