[PDF] Top 20 Direct and Indirect Discrimination Prevention in Data Mining
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Direct and Indirect Discrimination Prevention in Data Mining
... on mining classification rules (the inductive part) and reasoning on them (the deductive part) on the basis of quantitative measures of discrimination that formalize legal definitions of ...of ... See full document
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A Methodology For Direct And Indirect Discrimination Prevention In Data Mining
... 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 potential ... See full document
5
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 ... See full document
12
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 ... See full document
5
Direct and Indirect Discrimination Prevention Approach using Association Rule Hiding
... ABSTRACT: Discrimination prevention and Privacy preservation are amongst the important challenges in data ...the discrimination prevention system. Discrimination is said to occur ... See full document
9
IM LR: An approach for Direct and Indirect Discrimination Prevention
... customary data mining algorithms, unlike the in treating method, and it agree data issuing (rather than just knowledge publishing), unlike the post dispensation ...new data alteration ... See full document
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A Technology for Direct and Indirect Discrimination Prevention in Sensitive Data A Jagadeeswara Rao, M Bhargavi & S Phani Kumar
... In sociology judgment is the damaging process of a person based on their number of persons in a society in a certain group or sort. It gets into saying no to mem- bers of one group chances that are ready (to be used) to ... See full document
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Survey of Approaches for Discrimination Prevention in Data Mining
... of direct and indirect discrimination prevention in data ...discrimination prevention. They have developed new techniques applicable for direct or indirect ... See full document
5
Discrimination Prevention Mechanism with Differential Privacy Scheme in Data Mining
... for Discrimination prevention. Discrimination can be either direct or ...indirect. Direct discrimination consists of rules or procedures that explicitly mention minority ... See full document
5
Advanced Data Mining Techniques Olson DS (2008) pdf
... box-office data (as soon as they become available) to check how good the forecasts (both individual model predic- tions and the fused ones) had ...new data can be used to update the parameters of the ... See full document
182
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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Informative Knowledge Discovery using Multiple Data Sources, Multiple Features and Multiple Data Mining Techniques
... combined mining approaches in ...post mining or post analysis of obtained ...after mining database or reducing redundancy or even summarizing the patterns obtained ...combined mining proposed ... See full document
6
A Methodology for Sensitive Attribute Discrimination Prevention in Data Mining
... sociology, discrimination is the prejudicial treatment of an individual based on their membership in a certain group or ...prevent discrimination on the basis of a number of attributes ...against ... See full document
6
Discrimination Prevention by Different Measures in Direct Rule Protection Algorithm
... prevent discrimination in data mining that occur on the basis of age, gender, race, nationality and many ...In data mining historical data that is used for learning classification ... 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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A Survey on Discrimination Avoidance in Data Mining
... of data, Data mining is a very important ...rule mining technique has covered the way for making automatic decisions like loan granting/denial and insurance premium computation ...automated ... See full document
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A METHOD FOR PREVENTING DISCRIMINATION IN DATA MINING
... privacy, discrimination are an indistinguishable authoritative effect while believing the eligible and right looks from data mining ...processing discrimination prevention methodology ... See full document
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A Novel Approach on Data Discrimination and Privacy Preservation in Data Mining
... removing discrimination and preserving data ...of discrimination, just like the perception of privacy, strongly depends on the legal and cultural conventions of a ...that discrimination ... See full document
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ANALYSIS ON DISCRIMINATION INTERRUPTION TECHNIQUES IN DATA MINING
... of data is known as data mining. Discrimination is a very important issue when considering the legal and ethical aspects of data ...mining. Discrimination means unfairly ... See full document
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Survey on Anti discrimination in Data Mining
... the discrimination discovery in databases in which unfair practices against minorities are hidden in a dataset of historical ...of direct and indirect discrimination discovery where ... See full document
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