Derek Greene

Daniel Archambault

Appl. Netw. Sci., 2022

Author multidisciplinarity and disciplinary roles in field of study networks.

[BibT_eX]

[DOI]

Barry Smyth

Appl. Netw. Sci., 2022

Assessing Network Representations for Identifying Interdisciplinarity.

[BibT_eX]

[DOI]

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

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

[BibT_eX]

[DOI]

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

A 'Pointwise-Query, Listwise-Document' based Query Performance Prediction Approach.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Forecasting for Sustainable Dairy Produce: Enhanced Long-Term, Milk-Supply Forecasting Using k-NN for Data Augmentation, with Prefactual Explanations for XAI.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2022

An Analysis of Variations in the Effectiveness of Query Performance Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2022

The Structure of Interdisciplinary Science: Uncovering and Explaining Roles in Citation Graphs.

[BibT_eX]

[DOI]

Proceedings of the Complex Networks and Their Applications XI, 2022

On the Reproduciblity and Robustness of Query Performance Prediction Experiments - An Extended Abstract.

[BibT_eX]

[DOI]

Proceedings of the 2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), 2022

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

[BibT_eX]

[DOI]

Dairui Liu

Ruihai Dong

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

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

[BibT_eX]

[DOI]

Barry Smyth

CoRR, 2021

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

[BibT_eX]

[DOI]

Eoin Delaney

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Instance-Based Counterfactual Explanations for Time Series Classification.

[BibT_eX]

[DOI]

Eoin Delaney

Proceedings of the Case-Based Reasoning Research and Development, 2021

Overview of the Causality-driven Adhoc Information Retrieval (CAIR) task at FIRE-2021.

[BibT_eX]

[DOI]

Proceedings of the FIRE 2021: Forum for Information Retrieval Evaluation, Virtual Event, India, December 13, 2021

Selecting Informative Features for Post-hoc Community Explanation.

[BibT_eX]

[DOI]

Sophie Sadler

Daniel Archambault

Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

Navigating Multidisciplinary Research Using Field of Study Networks.

[BibT_eX]

[DOI]

Barry Smyth

Nearest Neighbour-Based Data Augmentation for Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 29th Irish Conference on Artificial Intelligence and Cognitive Science 2021, 2021

2020

Ensemble topic modeling using weighted term co-associations.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2020

Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography.

[BibT_eX]

[DOI]

CoRR, 2020

Overlapping community finding with noisy pairwise constraints.

[BibT_eX]

[DOI]

Appl. Netw. Sci., 2020

Post-hoc Explanation Options for XAI in Deep Learning: The Insight Centre for Data Analytics Perspective.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Overview of the Causality-driven Adhoc Information Retrieval (CAIR) task at FIRE-2020.

[BibT_eX]

[DOI]

Proceedings of the FIRE 2020: Forum for Information Retrieval Evaluation, 2020

Curatr: A Platform for Exploring and Curating Historical Text Corpora.

[BibT_eX]

[DOI]

Proceedings of the Digital Humanities in the Nordic Countries 5th Conference, 2020

Mitigating Gender Bias in Machine Learning Data Sets.

[BibT_eX]

[DOI]

Proceedings of the Bias and Social Aspects in Search and Recommendation, 2020

Where's the Why? In Search of Chains of Causes for Query Events.

[BibT_eX]

[DOI]

Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science, 2020

Active Learning for the Text Classification of Rock Climbing Logbook Data.

[BibT_eX]

[DOI]

Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science, 2020

2019

EVE: explainable vector based embedding technique using Wikipedia.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2019

Temporal Analysis of Reddit Networks via Role Embeddings.

[BibT_eX]

[DOI]

Siobhán Grayson

CoRR, 2019

Active semi-supervised overlapping community finding with pairwise constraints.

[BibT_eX]

[DOI]

Elham Alghamdi

Appl. Netw. Sci., 2019

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

[BibT_eX]

[DOI]

Proceedings of the Metadata and Semantic Research - 13th International Conference, 2019

Comparison of Embedding Techniques for Topic Modeling Coherence Measures.

[BibT_eX]

[DOI]

Proceedings of the Poster Session of the 2nd Conference on Language, 2019

2018

Guest editors introduction to the special issue for the ECML PKDD 2018 journal track.

[BibT_eX]

[DOI]

Mach. Learn., 2018

Stability of topic modeling via matrix factorization.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

Introduction to the special issue for the ECML PKDD 2018 journal track.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2018

Semi-supervised Overlapping Community Finding Based on Label Propagation with Pairwise Constraints.

[BibT_eX]

[DOI]

Elham Alghamdi

Claudia Orellana-Rodriguez

Proceedings of the Complex Networks and Their Applications VII, 2018

MeetupNet Dublin: Discovering Communities in Dublin's Meetup Network.

[BibT_eX]

[DOI]

Proceedings of the Proceedings for the 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science Trinity College Dublin, 2018

2017

Spreading One's Tweets: How Can Journalists Gain Attention for their Tweeted News?

[BibT_eX]

[DOI]

J. Web Sci., 2017

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

[BibT_eX]

[DOI]

Georgiana Ifrim

Claudia Orellana-Rodriguez

Bichen Shi

Gevorg Poghosyan

CoRR, 2017

Lit@EVE: Explainable Recommendation Based on Wikipedia Concept Vectors.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Semi-automatic Bone Marrow Evaluation in PETCT for Multiple Myeloma.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Exploring the Role of Gender in 19th Century Fiction Through the Lens of Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Language, Data, and Knowledge - First International Conference, 2017

Weak Supervision for Semi-supervised Topic Modeling via Word Embeddings.

[BibT_eX]

[DOI]

Gerald Conheady

Proceedings of the Language, Data, and Knowledge - First International Conference, 2017

TweetCric: A Twitter-Based Accountability Mechanism for Cricket.

[BibT_eX]

[DOI]

Arjumand Younus

Naif R. Aljohani

Michael P. O'Mahony

Proceedings of the Web Engineering - 17th International Conference, 2017

Finding Niche Topics using Semi-Supervised Topic Modeling via Word Embeddings.

[BibT_eX]

[DOI]

Gerald Conheady

Proceedings of the 25th Irish Conference on Artificial Intelligence and Cognitive Science, Dublin, Ireland, December 7, 2017

Synthetic Dataset Generation for Online Topic Modeling.

[BibT_eX]

[DOI]

Proceedings of the 25th Irish Conference on Artificial Intelligence and Cognitive Science, Dublin, Ireland, December 7, 2017

Semi-Supervised Overlapping Community Finding with Pairwise Constraints.

[BibT_eX]

[DOI]

Elham Alghamdi

Proceedings of the 25th Irish Conference on Artificial Intelligence and Cognitive Science, Dublin, Ireland, December 7, 2017

2016

Indicators of Good Student Performance in Moodle Activity Data.

[BibT_eX]

[DOI]

Ewa Mlynarska

CoRR, 2016

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

[BibT_eX]

[DOI]

Claudia Orellana-Rodriguez

James P. Cross

CoRR, 2016

Spreading the news: how can journalists gain more engagement for their tweets?

[BibT_eX]

[DOI]

Proceedings of the 8th ACM Conference on Web Science, 2016

Discovering structure in social networks of 19th century fiction.

[BibT_eX]

[DOI]

Proceedings of the 8th ACM Conference on Web Science, 2016

TwitterCracy: Exploratory Monitoring of Twitter Streams for the 2016 U.S. Presidential Election Cycle.

[BibT_eX]

[DOI]

Arjumand Younus

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Time Series Analysis of VLE Activity Data.

[BibT_eX]

[DOI]

Ewa Mlynarska

Proceedings of the 9th International Conference on Educational Data Mining, 2016

Detecting Attention Dominating Moments Across Media Types.

[BibT_eX]

[DOI]

Proceedings of the First International Workshop on Recent Trends in News Information Retrieval co-located with 38th European Conference on Information Retrieval (ECIR 2016), 2016

The Sense and Sensibility of Different Sliding Windows in Constructing Co-occurrence Networks from Literature.

[BibT_eX]

[DOI]

Proceedings of the Computational History and Data-Driven Humanities, 2016

Benchmarking Multi-label Classification Algorithms.

[BibT_eX]

[DOI]

Arjun Pakrashi

Proceedings of the 24th Irish Conference on Artificial Intelligence and Cognitive Science, 2016

Time Series Clustering of Moodle Activity Data.

[BibT_eX]

[DOI]

Ewa Mlynarska

Proceedings of the 24th Irish Conference on Artificial Intelligence and Cognitive Science, 2016

Novel2Vec: Characterising 19th Century Fiction via Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 24th Irish Conference on Artificial Intelligence and Cognitive Science, 2016

Dimensionality Reduction and Visualisation Tools for Voting Records.

[BibT_eX]

[DOI]

Proceedings of the 24th Irish Conference on Artificial Intelligence and Cognitive Science, 2016

Ensemble Topic Modeling via Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 24th Irish Conference on Artificial Intelligence and Cognitive Science, 2016

An Investigation into Information Navigation via Diverse Keyword-based Facets.

[BibT_eX]

[DOI]

Proceedings of the 24th Irish Conference on Artificial Intelligence and Cognitive Science, 2016

Topic Stability over Noisy Sources.

[BibT_eX]

[DOI]

Jing Su

Oisín Boydell

Proceedings of the 2nd Workshop on Noisy User-generated Text, 2016

2015

An analysis of the coherence of descriptors in topic modeling.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

Topic Stability over Noisy Sources.

[BibT_eX]

[DOI]

CoRR, 2015

TextLuas: Tracking and Visualizing Document and Term Clusters in Dynamic Text Data.

[BibT_eX]

[DOI]

CoRR, 2015

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

[BibT_eX]

[DOI]

James P. Cross

Proceedings of the ACM Web Science Conference, 2015

Analyzing Discourse Communities with Distributional Semantic Models.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Science Conference, 2015

2014

Adaptive Representations for Tracking Breaking News on Twitter.

[BibT_eX]

[DOI]

CoRR, 2014

A Latent Space Analysis of Editor Lifecycles in Wikipedia.

[BibT_eX]

[DOI]

Xiangju Qin

Proceedings of the Big Data Analytics in the Social and Ubiquitous Context, 2014

How Many Topics? Stability Analysis for Topic Models.

[BibT_eX]

[DOI]

Derek O'Callaghan

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Online social media in the Syria conflict: Encompassing the extremes and the in-betweens.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013

The Extreme Right Filter Bubble.

[BibT_eX]

[DOI]

CoRR, 2013

Discovering Latent Patterns from the Analysis of User-Curated Movie Lists.

[BibT_eX]

[DOI]

CoRR, 2013

TwitterCrowds: Techniques for Exploring Topic and Sentiment in Microblogging Data.

[BibT_eX]

[DOI]

Daniel Archambault

CoRR, 2013

Unsupervised graph-based topic labelling using dbpedia.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Uncovering the wider structure of extreme right communities spanning popular online networks.

[BibT_eX]

[DOI]

Proceedings of the Web Science 2013 (co-located with ECRC), 2013

Producing a unified graph representation from multiple social network views.

[BibT_eX]

[DOI]

Proceedings of the Web Science 2013 (co-located with ECRC), 2013

Kanopy: Analysing the Semantic Network around Document Topics.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

2012

SMS spam filtering: Methods and data.

[BibT_eX]

[DOI]

Sarah Jane Delany

Mark Buckley

Expert Syst. Appl., 2012

Identifying Topical Twitter Communities via User List Aggregation

[BibT_eX]

[DOI]

Derek O'Callaghan

CoRR, 2012

Aggregating content and network information to curate twitter user lists.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web, 2012

A system for twitter user list curation.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

An Analysis of Interactions within and between Extreme Right Communities in Social Media.

[BibT_eX]

[DOI]

Proceedings of the Ubiquitous Social Media Analysis, 2012

An Eigenvalue-Based Measure for Word-Sense Disambiguation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012

2011

Normalized Mutual Information to evaluate overlapping community finding algorithms

[BibT_eX]

[DOI]

Aaron F. McDaid

Neil J. Hurley

CoRR, 2011

Supporting the Curation of Twitter User Lists

[BibT_eX]

[DOI]

CoRR, 2011

Improved functional overview of protein complexes using inferred epistatic relationships.

[BibT_eX]

[DOI]

BMC Syst. Biol., 2011

Identifying Representative Textual Sources in Blog Networks.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Deriving Insights from National Happiness Indices.

[BibT_eX]

[DOI]

Proceedings of the Data Mining Workshops (ICDMW), 2011

ThemeCrowds: multiresolution summaries of twitter usage.

[BibT_eX]

[DOI]

Proceedings of the 3rd International CIKM Workshop on Search and Mining User-Generated Contents, 2011

2010

Partitioning large networks without breaking communities.

[BibT_eX]

[DOI]

Anand Narasimhamurthy

Neil J. Hurley

Knowl. Inf. Syst., 2010

Missing value imputation for epistatic MAPs.

[BibT_eX]

[DOI]

BMC Bioinform., 2010

An Analysis of Current Trends in CBR Research Using Multi-View Clustering.

[BibT_eX]

[DOI]

AI Mag., 2010

Merging multiple criteria to identify suspicious reviews.

[BibT_eX]

[DOI]

Guangyu Wu

Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Spectral Co-Clustering for Dynamic Bipartite Graphs.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Dynamic Networks and Knowledge Discovery, 2010

Distortion as a validation criterion in the identification of suspicious reviews.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Social Media Analytics, 2010

Using Crowdsourcing and Active Learning to Track Sentiment in Online Media.

[BibT_eX]

[DOI]

Anthony Brew

Proceedings of the ECAI 2010, 2010

Tracking the Evolution of Communities in Dynamic Social Networks.

[BibT_eX]

[DOI]

Dónal Doyle

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010

2009

A Matrix Factorization Approach for Integrating Multiple Data Views.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

A Machine Learning System for Tracking Sentiment in Irish Economic News.

[BibT_eX]

[DOI]

Anthony Brew

Proceedings of the Artificial Intelligence and Cognitive Science - 20th Irish Conference, 2009

2008

Unsupervised Learning and Clustering.

[BibT_eX]

[DOI]

Rudolf Mayer

Proceedings of the Machine Learning Techniques for Multimedia, 2008

Ensemble non-negative matrix factorization methods for clustering protein-protein interactions.

[BibT_eX]

[DOI]

Bioinform., 2008

An Analysis of Research Themes in the CBR Conference Literature.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 9th European Conference, 2008

Parallel integration of heterogeneous genome-wide data sources.

[BibT_eX]

[DOI]

Kenneth Bryan

Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007

A state-of-the-art toolkit for document clustering

[BibT_eX]

[DOI]

PhD thesis, 2007

Constraint Selection by Committee: An Ensemble Approach to Identifying Informative Constraints for Semi-supervised Clustering.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2007, 2007

2006

Practical solutions to the problem of diagonal dominance in kernel document clustering.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2006

Efficient Prediction-Based Validation for Document Clustering.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2006, 2006

2005

Producing Accurate Interpretable Clusters from High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

2004

Instant Messaging & Presence Management in Mobile Ad-Hoc Networks.

[BibT_eX]

[DOI]