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Introducing a Family of Synthetic Datasets for Research on Bias in Machine Learning

Aug 03, 2021
William Blanzeisky, Pádraig Cunningham, Kenneth Kennedy

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Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis

Jun 30, 2021
Linyi Yang, Jiazheng Li, Pádraig Cunningham, Yue Zhang, Barry Smyth, Ruihai Dong

* ACL-21, Main Conference, Long Paper 

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Using Pareto Simulated Annealing to Address Algorithmic Bias in Machine Learning

May 31, 2021
William Blanzeisky, Pádraig Cunningham

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Algorithmic Factors Influencing Bias in Machine Learning

Apr 28, 2021
William Blanzeisky, Pádraig Cunningham

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A Case-Study on the Impact of Dynamic Time Warping in Time Series Regression

Oct 11, 2020
Vivek Mahato, Pádraig Cunningham

* 3nd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (2018) 

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Indicators of Good Student Performance in Moodle Activity Data

Jan 12, 2016
Ewa Młynarska, Derek Greene, Pádraig Cunningham

* Short version 

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Adaptive Representations for Tracking Breaking News on Twitter

Nov 28, 2014
Igor Brigadir, Derek Greene, Pádraig Cunningham

* 8 Page 

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A Latent Space Analysis of Editor Lifecycles in Wikipedia

Jul 29, 2014
Xiangju Qin, Derek Greene, Pádraig Cunningham

* 16 pages, In Proc. of 5th International Workshop on Mining Ubiquitous and Social Environments (MUSE) at ECML/PKDD 2014 

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How Many Topics? Stability Analysis for Topic Models

Jun 19, 2014
Derek Greene, Derek O'Callaghan, Pádraig Cunningham

* Improve readability of plots. Add minor clarifications 

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Link Prediction with Social Vector Clocks

Apr 15, 2013
Conrad Lee, Bobo Nick, Ulrik Brandes, Pádraig Cunningham

* 9 pages, 6 figures 

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Aggregating Content and Network Information to Curate Twitter User Lists

Jul 02, 2012
Derek Greene, Gavin Sheridan, Barry Smyth, Pádraig Cunningham

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