[PDF] Top 20 Review on Discrimination Detection and Prevention in Data Mining
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Review on Discrimination Detection and Prevention in Data Mining
... ABSTRACT: Data mining is the emerging technology which is mostly used in knowledge discovery and extraction of information from the available raw ...and mining models the process of automated ... See full document
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REVIEW ON DISCRIMINATION DISCOVERY AND PREVENTION TECHNIQUES IN DATA MINING
... to discrimination, For example, the European Union implements the principle of equal treatment between men and women in the access to and supply of goods and services in [4] or in matters of employment and ... See full document
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Identification Of Discrimination And Prevention Methods In Data Mining
... Data mining is a rapidly growing beneficial technology for getting useful information stored in huge data ...this data mining technique discrimination is one of the most ... See full document
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A Data Mining Framework for Prevention and Detection of Financial Statement Fraud
... for detection of management fraud. An innovative fraud detection mechanism is developed by Huang et ...were detection of material errors, and management ... See full document
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Survey on Anti discrimination in Data Mining
... of data. Data Mining automates the detection of relevant patterns in ...in data mining for making automated decision, like loan granting, staff ...training data sets are ... See full document
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A REVIEW ON AUTOMATIC DISCRIMINATION IDENTIFICATION SYSTEM FOR CORPORATE COMPANIES
... Abstract: Data mining is an increasingly important technology for extracting useful knowledge hidden in large collections of ...Automated data collection and data mining techniques such ... See full document
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Early Prevention and Detection of Skin Cancer Risk using Data Mining
... persons’ data is collected from different diagnostic centre where both male and female are present of different ...Obtained data also contains both patient and non patient ... See full document
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DATA MINING TECHNIQUES FOR INTRUSION DETECTION: A REVIEW
... Zubair Md. Fadlullah et al. [9], in this article, they highlighted the significance on outlining suitable intrusion detection frameworks to battle assaults against cognitive radio systems. Additionally, we ... See full document
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Review on Financial Forecasting Using Neural Network and Data Mining Technique
... fraud detection is becoming a central application area of data mining, which aims at searching for patterns indicative of ...fraud detection is essential to reducing the loss and maintaining ... See full document
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Index Terms Antidiscrimination, data mining, direct and indirect discrimination prevention, Rule protection,
... proposed discrimination prevention methods in terms of data quality and discrimination removal for both direct and indirect ...known data sets and compare the different possible methods ... See full document
5
A novel method in scam detection and prevention using data mining approaches
... Many data mining and machine learning researchers have worked on spam detection and filtering, commonly treating it as a basic text classification ...a Data Mining Cup contest as well ... See full document
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A RESULT ON AUTOMATIC DISCRIMINATION IDENTIFICATION SYSTEM FOR CORPORATE COMPANIES
... Abstract: Data mining is an increasingly important technology for extracting useful knowledge hidden in large collections of ...Automated data collection and data mining techniques such ... See full document
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Discrimination Prevention Mechanism with Differential Privacy Scheme in Data Mining
... side, discrimination is rarely defined in rigorous and universal ...compound discrimination discussed in ...of discrimination and, a fortiori, to dissimilar thresholds between what is legal and ... See full document
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Early Detection and Prevention of Cancer using Data Mining Techniques
... Cancer is one of the most common diseases in the world that results in majority of death. Cancer is caused by uncontrolled growth of cells in any of the tissues or parts of the body. Cancer may occur in any part of the ... See full document
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A Survey on Discrimination Avoidance in Data Mining
... sociology, discrimination is considered as the harmful treatment of an individual based on their membership in a certain group or category ...restrict discrimination on the basis of a number of attributes ... See full document
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A METHOD FOR PREVENTING DISCRIMINATION IN DATA MINING
... For example, commons commercialize the implements the precept by equate discussion between human beings in the access to and supply of goods and armed services in matters of employment and occupation in. Although there ... See full document
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Big Data Security Analysis in Network Intrusion Detection System
... Big data security analysis with the help of different techniques used in network intrusion detection ...big data affects any intrusion detection system being used and how huge volume of the ... See full document
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DIRECT AND INDIRECT DISCRIMINATION PREVENTION AND RULE GENERATION IN DATA MINING
... for prevention of discrimination in data mining for intrusion and crime ...detection. Data mining algorithm are used to prevent the direct and indirect ...The data ... See full document
12
Survey of Approaches for Discrimination Prevention in Data Mining
... — Data mining is an important technology for extracting useful patterns from large amount of ...in data mining are privacy violation and ...discrimination. Discrimination arises ... See full document
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Direct and Indirect Discrimination Prevention in Data Mining
... Abstract Data mining is an increasingly important technology for extracting useful knowledge hidden in large collections of ...about data mining, among which potential privacy invasion and ... See full document
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