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Discrimination and privacy in the information society : data mining and profiling in large databases / Bart Custers ... [et al.] (eds.).

Contributor(s): Custers, Bart Herman Maria, 1976- | Claders, Toon | Schermer, Bart Willem, 1978-, 1978- | Zarsky, Tal.
Material type: materialTypeLabelBookCall no.: QA76.9.D343 D57 2013Series: Studies in applied philosophy, epistemology and rational ethics: v. 3.Publication: New York : Springer, ©2013Description: xviii, 369 p. : ill.ISBN: 9783642304866; 3642304869.Subject(s): Data mining | Data protection -- Law and legislation | Privacy, Right of | Database management
Contents:
Part I: Opportunities of data mining and profiling -- Data dilemmas in the information society : introduction and overview / Bart Custers -- What is data mining and how does it work? / Toon Calders, Bart Custers -- Why unbiased computational processes can lead to discriminative decision procedures / Toon Calders, Indrė Žliobaitė -- Part II: Possible discrimination and privacy issues -- A comparative analysis of anti-discrimination and data protection legislations / Raphaël Gellert ... [et al.] -- The discovery of discrimination / Dino Pedreschi, Salvatore Ruggieri, Franco Turini -- Discrimination data analysis : a multi-disciplinary bibliography / Andrea Romei, Salvatore Ruggieri -- Risks of profiling and the limits of data protection law / Bart Schermer – Part III: Practical applications -- Explainable and non-explainable discrimination in classification / Faisal Kamiran, Indrė Žliobaitė -- Knowledge-based policing : augmenting reality with respect for privacy / Jan-Kees Schakel, Rutger Rienks, Reinier Ruissen -- Combining and analyzing judicial databases / Susan van den Braak, Sunil Choenni, Sicco Verwer – Part IV: Solutions in code -- Privacy-preserving data mining techniques : survey and challenges / Stan Matwin -- Techniques for discrimination-free predictive models / Faisal Kamiran, Toon Calders, Mykola Pechinizkiy -- Direct and indirect discrimination prevention methods / Sara Hajian, Josep Domingo-Ferrer -- Introducing positive discrimination in predictive models / Sicco Verwer, Toon Calders – Part V: Solutions in law, norms and the market -- From data minimization to data minimumization / Bart van der Sloot -- Quality of information, the right to oblivion and digital reputation / Giusella Finocchiaro, Annarita Ricci -- Transparency in data mining : from theory to practice / Tal Zarsky -- Data mining as search : theoretical insights and policy responses / Tal Zarsky – Part VI: Concise conclusions -- The way forward / Bart Custers ... [et al.].
List(s) this item appears in: New Books 2017-04 (Foreign)
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Includes bibliographical references and indexes.

Part I: Opportunities of data mining and profiling -- Data dilemmas in the information society : introduction and overview / Bart Custers -- What is data mining and how does it work? / Toon Calders, Bart Custers -- Why unbiased computational processes can lead to discriminative decision procedures / Toon Calders, Indrė Žliobaitė -- Part II: Possible discrimination and privacy issues -- A comparative analysis of anti-discrimination and data protection legislations / Raphaël Gellert ... [et al.] -- The discovery of discrimination / Dino Pedreschi, Salvatore Ruggieri, Franco Turini -- Discrimination data analysis : a multi-disciplinary bibliography / Andrea Romei, Salvatore Ruggieri -- Risks of profiling and the limits of data protection law / Bart Schermer – Part III: Practical applications -- Explainable and non-explainable discrimination in classification / Faisal Kamiran, Indrė Žliobaitė -- Knowledge-based policing : augmenting reality with respect for privacy / Jan-Kees Schakel, Rutger Rienks, Reinier Ruissen -- Combining and analyzing judicial databases / Susan van den Braak, Sunil Choenni, Sicco Verwer – Part IV: Solutions in code -- Privacy-preserving data mining techniques : survey and challenges / Stan Matwin -- Techniques for discrimination-free predictive models / Faisal Kamiran, Toon Calders, Mykola Pechinizkiy -- Direct and indirect discrimination prevention methods / Sara Hajian, Josep Domingo-Ferrer -- Introducing positive discrimination in predictive models / Sicco Verwer, Toon Calders – Part V: Solutions in law, norms and the market -- From data minimization to data minimumization / Bart van der Sloot -- Quality of information, the right to oblivion and digital reputation / Giusella Finocchiaro, Annarita Ricci -- Transparency in data mining : from theory to practice / Tal Zarsky -- Data mining as search : theoretical insights and policy responses / Tal Zarsky – Part VI: Concise conclusions -- The way forward / Bart Custers ... [et al.].

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