Using a Hash-Based Method with Transaction Trimming and Database Scan Reduction for Mining Association Rules

Presented By:
Jong Soo Park, Ming-Syan Chen and Philip S. Yu

Abstract

In this paper, we examine the issue of mining association rules among items in a large database of sales transactions. Mining association rules means that given a database of sales transactions, to discover all associations among items such that the presence of some items in a transaction will imply the presence of other items in the same tran ....etc

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project Report in the automatic segmentatoin of pulmonary segments from volumetric chest ct scan ....etc

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Biometrics refers to the automatic identification of a person based on his/her physiological or behavioral characteristics such as finger scan, retina, iris, voice scan, and signature scan etc. This method of identification is preferred over traditional methods involving passwords and PIN numbers for various reasons: the person to be identified is required to be physically present at the point-of-identification; identification based on biometric techniques obviates the need to remember a password or carry a token. The ultimate form of electroni ....etc

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Biometrics and Finger scan
With the increased use of computers as vehicles of information technology, it has become necessary to restrict access to sensitive data. Biometric security and authentication is the most preferred one for this; traditional methods involving passwords and PIN numbers are not so reliable. Biometric methods require the person to be identified to be physically present at the point-of-identification but eliminate the need to remember a password or carry a token. By replacing PINâ„¢s , biometric techniques can potenti ....etc

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In todayâ„¢s information age it is not difficult to collect data about an individual and use that information to exercise control over the individual. Individuals generally do not want others to have personal information about them unless they decide to reveal it. With the rapid development of technology, it is more difficult to maintain the levels of privacy citizens knew in the past. In this context, data security has become an inevitable feature. Conventional methods of identification based on possession of ID cards or exclusive knowled ....etc

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ABSTRACT
A method for rapid visual recognition of personal identity is described, based on the failure of statistical test of independence. The most unique phenotypic feature visible in a person?s face is the detailed texture of each eye?s iris: an estimate of its statistical complexity in a sample of the human population reveals variation corresponding to several hundred independent degrees-of-freedom. Morphogenetic randomness in the texture expressed phenotypically in the iris trabeclar meshwork ensures that a test of statistical independenc ....etc

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Biometrics is an automated method of capturing a person?s unique biological data that distinguishes him or her from another individual. Iris recognition has emerged as one of the most powerful and accurate identification techniques in the modern world. It has proven to be most fool proof technique for the identification of individuals with out the use of cards. PIN?s and passwords. It facilitates automatic identification where by electronic transactions or access to places, information or accounts are made easier, quicker and more secure. The t ....etc

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In todayâ„¢s information age it is not difficult to collect data about an individual and use that information to exercise control over the individual. Individuals generally do not want others to have personal information about them unless they decide to reveal it. With the rapid development of technology, it is more difficult to maintain the levels of privacy citizens knew in the past. In this context, data security has become an inevitable feature. Conventional methods of identification based on possession of ID cards or exclusive knowled ....etc

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Real Time Port Scan Detection for Internet Backbone

Malware of many different varieties continue to spread through todayâ„¢s Internet at an alarming rate and volume. Port scanning, along with email and web page phishing, are the major channels of such propagation. This perpetual and unwanted scanning traffic is often aimed at discovering and infecting vulnerable hosts with viruses, leading eventually to botnets and criminal activities To understand, detect and eliminate such traffic is a vital part of enhancing Internet security.

Here ....etc

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IRIS SCAN

A method for rapid visual recognition of personal identity is described, based on the failure of statistical test of independence. The most unique phenotypic feature visible in a personâ„¢s face is the detailed texture of each eyeâ„¢s iris: an estimate of its statistical complexity in a sample of the human population reveals variation corresponding to several hundred independent degrees-of-freedom. Morphogenetic randomness in the texture expressed phenotypically in the iris trabeclar meshwork ensures that a test of statisti ....etc

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