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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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Temporal Analysis of Reddit Networks via Role Embeddings

Aug 14, 2019
Siobhan Grayson, Derek Greene


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Stability of Topic Modeling via Matrix Factorization

Sep 09, 2017
Mark Belford, Brian Mac Namee, Derek Greene


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EVE: Explainable Vector Based Embedding Technique Using Wikipedia

Feb 22, 2017
M. Atif Qureshi, Derek Greene


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Exploring the Political Agenda of the European Parliament Using a Dynamic Topic Modeling Approach

Jul 11, 2016
Derek Greene, James P. Cross

* Long version including appendix. arXiv admin note: substantial text overlap with arXiv:1505.07302 

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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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Topic Stability over Noisy Sources

Aug 05, 2015
Jing Su, OisĂ­n Boydell, Derek Greene, Gerard Lynch


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Unveiling the Political Agenda of the European Parliament Plenary: A Topical Analysis

Jul 07, 2015
Derek Greene, James P. Cross

* Add link to implementation code on Github 

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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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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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