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Data preprocessing techniques for classification without discrimination

Knowledge and information systems, 2012-10, Vol.33 (1), p.1-33

2012

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Quantifying explainable discrimination and removing illegal discrimination in automated decision making

Knowledge and information systems, 2013-06, Vol.35 (3), p.613-644

2013

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Roman Urdu toxic comment classification

Language resources and evaluation, 2021-12, Vol.55 (4), p.971-996

2021

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Causal inference for social discrimination reasoning

Journal of intelligent information systems, 2020-04, Vol.54 (2), p.425-437

2020

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Data preprocessing techniques for classification without discrimination

Knowledge and information systems, 2012-10, Vol.33 (1), p.1-33

2012

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SATS: simplification aware text summarization of scientific documents

Frontiers in artificial intelligence, 2024-07, Vol.7, p.1375419

2024

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Controlling Attribute Effect in Linear Regression

2013 IEEE 13th International Conference on Data Mining, 2013, p.71-80

2013

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Modeling, Quantifying and Visualizing Media Bias on Twitter

IEEE access, 2020, Vol.8, p.81812-81821

2020

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Decision Theory for Discrimination-Aware Classification

2012 IEEE 12th International Conference on Data Mining, 2012, p.924-929

2012

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Exploiting reject option in classification for social discrimination control

Information sciences, 2018-01, Vol.425, p.18-33

2018

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Discrimination Aware Decision Tree Learning

2010 IEEE International Conference on Data Mining, 2010, p.869-874

2010

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A novel machine-learning approach to measuring scientific knowledge flows using citation context analysis

Scientometrics, 2018-08, Vol.116 (2), p.973-996

2018

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Balancing Prediction Errors for Robust Sentiment Classification

ACM transactions on knowledge discovery from data, 2019-07, Vol.13 (3), p.1-21

2019

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Leveraging Deep Learning and SNA approaches for Smart City Policing in the Developing World

International journal of information management, 2021-02, Vol.56, p.102045, Article 102045

2021

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Data driven smart policing: A novel road distance-based k-median model for optimal substation placement

Computers in human behavior, 2022-02, Vol.127, p.107014, Article 107014

2022

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A clustering framework for lexical normalization of Roman Urdu

Natural language engineering, 2022-01, Vol.28 (1), p.93-123

2022

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Layered convolutional dictionary learning for sparse coding itemsets

World wide web (Bussum), 2019-09, Vol.22 (5), p.2225-2239

2019

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Overlapping Toxic Sentiment Classification Using Deep Neural Architectures

2018 IEEE International Conference on Data Mining Workshops (ICDMW), 2018, p.1361-1366

2018

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Modeling Temporal Behavior of Awards Effect on Viewership of Movies

Advances in Knowledge Discovery and Data Mining, 2017, Vol.10234, p.724-736

2017

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Anti-discrimination Analysis Using Privacy Attack Strategies

Machine Learning and Knowledge Discovery in Databases, 2014, Vol.8725, p.694-710

2014

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Building Classifiers with Independency Constraints

2009 IEEE International Conference on Data Mining Workshops, 2009, p.13-18

2009

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Neural Network Based Association Rule Mining from Uncertain Data

Neural Information Processing, 2016, Vol.9950, p.129-136

2016

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Handling Conditional Discrimination

2011 IEEE 11th International Conference on Data Mining, 2011, p.992-1001

2011

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Locality Aware Temporal FMs for Crime Prediction

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022, p.4324-4328

2022

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Multi-query Optimization in Federated Databases Using Evolutionary Algorithm

2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA), 2015, p.723-726

2015

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Data preprocessing techniques for classification without discrimination

Quantifying explainable discrimination and removing illegal discrimination in automated decision making

Roman Urdu toxic comment classification

Causal inference for social discrimination reasoning

Data preprocessing techniques for classification without discrimination

SATS: simplification aware text summarization of scientific documents

Controlling Attribute Effect in Linear Regression

Modeling, Quantifying and Visualizing Media Bias on Twitter

Decision Theory for Discrimination-Aware Classification

Exploiting reject option in classification for social discrimination control

Discrimination Aware Decision Tree Learning

A novel machine-learning approach to measuring scientific knowledge flows using citation context analysis

Balancing Prediction Errors for Robust Sentiment Classification

Leveraging Deep Learning and SNA approaches for Smart City Policing in the Developing World

Data driven smart policing: A novel road distance-based k-median model for optimal substation placement

A clustering framework for lexical normalization of Roman Urdu

Layered convolutional dictionary learning for sparse coding itemsets

Overlapping Toxic Sentiment Classification Using Deep Neural Architectures

Modeling Temporal Behavior of Awards Effect on Viewership of Movies

Anti-discrimination Analysis Using Privacy Attack Strategies

Building Classifiers with Independency Constraints

Neural Network Based Association Rule Mining from Uncertain Data

Handling Conditional Discrimination

Locality Aware Temporal FMs for Crime Prediction

Multi-query Optimization in Federated Databases Using Evolutionary Algorithm

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