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A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification


Mar 14, 2022
Dairui Liu, Derek Greene, Ruihai Dong


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Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction


Feb 15, 2022
Suchana Datta, Debasis Ganguly, Derek Greene, Mandar Mitra


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An Analysis of Variations in the Effectiveness of Query Performance Prediction


Feb 13, 2022
Debasis Ganguly, Suchana Datta, Mandar Mitra, Derek Greene


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Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions


Jul 20, 2021
Eoin Delaney, Derek Greene, Mark T. Keane

* ICML Workshop on Algorithmic Recourse, July 2021 

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Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation


Apr 29, 2021
Mark T Keane, Eoin M Kenny, Mohammed Temraz, Derek Greene, Barry Smyth

* 7 pages,4 figures, 2 tables 

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Instance-Based Counterfactual Explanations for Time Series Classification


Sep 28, 2020
Eoin Delaney, Derek Greene, Mark T. Keane


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Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography


Aug 13, 2020
Patrick Leydon, Martin O'Connell, Derek Greene, Kathleen M Curran

* 15 pages, 10 figures and 3 tables. Submitted to The Journal of Physics in Medicine and Biology for possible publication 

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Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomograph


Aug 12, 2020
Patrick Leydon, Martin O'Connell, Derek Greene, Kathleen M Curran

* 15 pages, 10 figures and 3 tables. Submitted to The Journal of Physics in Medicine and Biology for possible publication 

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Mitigating Gender Bias in Machine Learning Data Sets


May 18, 2020
Susan Leavy, Gerardine Meaney, Karen Wade, Derek Greene

* 10 pages, 5 figures, 5 Tables, Presented as Bias2020 workshop (as part of the ECIR Conference) - http://bias.disim.univaq.it 

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