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Derek Greene

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

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* ICML Workshop on Algorithmic Recourse, July 2021

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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

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* 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

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* 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

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* 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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