Derek Greene | DeepAI

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Alan F. Smeaton
68 publications
Brian Mac Namee
35 publications
Irene Li
26 publications
Mark T. Keane
26 publications
Georgiana Ifrim
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Barry Smyth
18 publications
Jing Su
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Ruihai Dong
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Pádraig Cunningham
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Debasis Ganguly
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Kathleen M Curran
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∙ 08/16/2023

Handwriting Analysis on the Diaries of Rosamond Jacob

Handwriting is an art form that most people learn at an early age. Each ...

0 Sharmistha S. Sawant, et al. ∙

∙ 06/13/2023

Curatr: A Platform for Semantic Analysis and Curation of Historical Literary Texts

The increasing availability of digital collections of historical and con...

0 Susan Leavy, et al. ∙

∙ 06/13/2023

Topic-Centric Explanations for News Recommendation

News recommender systems (NRS) have been widely applied for online news ...

0 Dairui Liu, et al. ∙

∙ 04/01/2023

On the Feasibility and Robustness of Pointwise Evaluation of Query Performance Prediction

Despite the retrieval effectiveness of queries being mutually independen...

0 Suchana Datta, et al. ∙

∙ 02/03/2023

Graph Embedding for Mapping Interdisciplinary Research Networks

Representation learning is the first step in automating tasks such as re...

0 Eoghan Cunningham, et al. ∙

∙ 12/16/2022

Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ

Counterfactual explanations have emerged as a popular solution for the e...

0 Eoin Delaney, et al. ∙

∙ 03/23/2022

Author Multidisciplinarity and Disciplinary Roles in Field of Study Networks

When studying large research corpora, "distant reading" methods are vita...

0 Eoghan Cunningham, et al. ∙

∙ 03/23/2022

Assessing Network Representations for Identifying Interdisciplinarity

Many studies have sought to identify interdisciplinary research as a fun...

0 Eoghan Cunningham, et al. ∙

∙ 03/14/2022

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

Many recent deep learning-based solutions have widely adopted the attent...

0 Dairui Liu, et al. ∙

∙ 02/15/2022

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

Motivated by the recent success of end-to-end deep neural models for ran...

0 Suchana Datta, et al. ∙

∙ 02/13/2022

An Analysis of Variations in the Effectiveness of Query Performance Prediction

A query performance predictor estimates the retrieval effectiveness of a...

0 Debasis Ganguly, et al. ∙

∙ 08/30/2021

Collaboration in the Time of COVID: A Scientometric Analysis of Multidisciplinary SARS-CoV-2 Research

The novel coronavirus SARS-CoV-2 and the COVID-19 illness it causes have...

0 Eoghan Cunningham, et al. ∙

∙ 07/20/2021

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

Whilst an abundance of techniques have recently been proposed to generat...

0 Eoin Delaney, et al. ∙

∙ 04/29/2021

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

Recently, it has been proposed that fruitful synergies may exist between...

0 Mark T. Keane, et al. ∙

∙ 09/28/2020

Instance-Based Counterfactual Explanations for Time Series Classification

In recent years there has been a cascade of research in attempting to ma...

0 Eoin Delaney, et al. ∙

∙ 08/12/2020

Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography

Segmentation of bone regions allows for enhanced diagnostics, disease ch...

0 Patrick Leydon, et al. ∙

∙ 05/14/2020

Mitigating Gender Bias in Machine Learning Data Sets

Algorithmic bias has the capacity to amplify and perpetuatesocietal bias...

0 Susan Leavy, et al. ∙

∙ 08/14/2019

Temporal Analysis of Reddit Networks via Role Embeddings

Inspired by diachronic word analysis from the field of natural language ...

0 Siobhan Grayson, et al. ∙

∙ 10/06/2018

MeetupNet Dublin: Discovering Communities in Dublin's Meetup Network

Meetup.com is a global online platform which facilitates the organisatio...

0 Arjun Pakrashi, et al. ∙

∙ 10/14/2017

On Supporting Digital Journalism: Case Studies in Co-Designing Journalistic Tools

Since 2013 researchers at University College Dublin in the Insight Centr...

0 Georgiana Ifrim, et al. ∙

∙ 02/23/2017

Stability of Topic Modeling via Matrix Factorization

Topic models can provide us with an insight into the underlying latent s...

0 Mark Belford, et al. ∙

∙ 02/22/2017

EVE: Explainable Vector Based Embedding Technique Using Wikipedia

We present an unsupervised explainable word embedding technique, called ...

0 M. Atif Qureshi, et al. ∙

∙ 07/11/2016

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

This study analyzes the political agenda of the European Parliament (EP)...

0 Derek Greene, et al. ∙

∙ 01/12/2016

Indicators of Good Student Performance in Moodle Activity Data

In this paper we conduct an analysis of Moodle activity data focused on ...

0 Ewa Młynarska, et al. ∙

∙ 08/05/2015

Topic Stability over Noisy Sources

Topic modelling techniques such as LDA have recently been applied to spe...

0 Jing Su, et al. ∙

∙ 03/12/2014

Adaptive Representations for Tracking Breaking News on Twitter

Twitter is often the most up-to-date source for finding and tracking bre...

0 Igor Brigadir, et al. ∙

∙ 06/08/2012

Aggregating Content and Network Information to Curate Twitter User Lists

Twitter introduced user lists in late 2009, allowing users to be grouped...

0 Derek Greene, et al. ∙

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