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Workshop Details

DPADM: IEEE ICDM 2012 International Workshop on Discrimination and Privacy-Aware Data Mining

Organized by Toon Calders and Indrė Žliobaitė
08:30 - 12:30
Room: Tintoretto II
https://sites.google.com/site/dpadm2012

The workshop focuses on technological, legal, ethical and social issues of discrimination and privacy in data mining.

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08:30 - 08:40 Introduction
08:30 - 08:40 Introduction

08:30 - 08:40 Introduction Introduction 08:30 - 08:40 Introduction
08:40 - 09:00 Discovering gender discrimination in project funding
Andrea Romei, Salvatore Ruggieri and Franco Turini
08:40 - 09:00 Discovering gender discrimination in project funding
Andrea Romei, Salvatore Ruggieri and Franco Turini
08:40 - 09:00 Discovering gender discrimination in project funding Discovering gender discrimination in project funding 08:40 - 09:00 Discovering gender discrimination in project funding
Andrea Romei, Salvatore Ruggieri and Franco Turini
09:00 - 09:20 Avoiding discrimination when classifying socially sensitive data
Faisal Kamiran, Asim Karim, Sicco Verwer and Heike Goudriaan
09:00 - 09:20 Avoiding discrimination when classifying socially sensitive data
Faisal Kamiran, Asim Karim, Sicco Verwer and Heike Goudriaan
09:00 - 09:20 Avoiding discrimination when classifying socially sensitive data Avoiding discrimination when classifying socially sensitive data 09:00 - 09:20 Avoiding discrimination when classifying socially sensitive data
Faisal Kamiran, Asim Karim, Sicco Verwer and Heike Goudriaan
09:20 - 09:40 Discriminatory Decision Policy Aware Classification
Koray Mancuhan and Chris Clifton
09:20 - 09:40 Discriminatory Decision Policy Aware Classification
Koray Mancuhan and Chris Clifton
09:20 - 09:40 Discriminatory Decision Policy Aware Classification Discriminatory Decision Policy Aware Classification 09:20 - 09:40 Discriminatory Decision Policy Aware Classification
Koray Mancuhan and Chris Clifton
09:40 - 10:00 Injecting Discrimination and Privacy Awareness into Pattern Discovery
Sara Hajian, Anna Monreale, Dino Pedreschi, Josep Domingo-Ferrer and Fosca Giannotti
09:40 - 10:00 Injecting Discrimination and Privacy Awareness into Pattern Discovery
Sara Hajian, Anna Monreale, Dino Pedreschi, Josep Domingo-Ferrer and Fosca Giannotti
09:40 - 10:00 Injecting Discrimination and Privacy Awareness into Pattern Discovery Injecting Discrimination and Privacy Awareness into Pattern Discovery 09:40 - 10:00 Injecting Discrimination and Privacy Awareness into Pattern Discovery
Sara Hajian, Anna Monreale, Dino Pedreschi, Josep Domingo-Ferrer and Fosca Giannotti
10:00 - 10:30 Coffee Break
10:00 - 10:30 Coffee Break

10:00 - 10:30 Coffee Break Coffee Break 10:00 - 10:30 Coffee Break
10:30 - 10:50 Exploring discrimination: A user-centric evaluation of discrimination-aware data mining
Bettina Berendt and Soeren Preibusch
10:30 - 10:50 Exploring discrimination: A user-centric evaluation of discrimination-aware data mining
Bettina Berendt and Soeren Preibusch
10:30 - 10:50 Exploring discrimination: A user-centric evaluation of discrimination-aware data mining Exploring discrimination: A user-centric evaluation of discrimination-aware data mining 10:30 - 10:50 Exploring discrimination: A user-centric evaluation of discrimination-aware data mining
Bettina Berendt and Soeren Preibusch
10:50 - 11:10 A Study on the Impact of Data Anonymization on Anti-discrimination
Sara Hajian and Josep Domingo-Ferrer
10:50 - 11:10 A Study on the Impact of Data Anonymization on Anti-discrimination
Sara Hajian and Josep Domingo-Ferrer
10:50 - 11:10 A Study on the Impact of Data Anonymization on Anti-discrimination A Study on the Impact of Data Anonymization on Anti-discrimination 10:50 - 11:10 A Study on the Impact of Data Anonymization on Anti-discrimination
Sara Hajian and Josep Domingo-Ferrer
11:10 - 11:30 Considerations on Fairness-aware Data Mining
Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh and Jun Sakuma
11:10 - 11:30 Considerations on Fairness-aware Data Mining
Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh and Jun Sakuma
11:10 - 11:30 Considerations on Fairness-aware Data Mining Considerations on Fairness-aware Data Mining 11:10 - 11:30 Considerations on Fairness-aware Data Mining
Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh and Jun Sakuma
11:30 - 12:15 Invited Talk: Challenges of Ambient Law and Legal Protection in the Profiling Era
Prof. dr. Mireille Hildebrandt
11:30 - 12:15 Invited Talk: Challenges of Ambient Law and Legal Protection in the Profiling Era
Prof. dr. Mireille Hildebrandt
11:30 - 12:15 Invited Talk: Challenges of Ambient Law and Legal Protection in the Profiling Era Invited Talk: Challenges of Ambient Law and Legal Protection in the Profiling Era 11:30 - 12:15 Invited Talk: Challenges of Ambient Law and Legal Protection in the Profiling Era
Prof. dr. Mireille Hildebrandt
12:15 - 12:30 Closing discussion
12:15 - 12:30 Closing discussion

12:15 - 12:30 Closing discussion Closing discussion 12:15 - 12:30 Closing discussion