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2020 – today
- 2022
[c73]Dairui Liu, Derek Greene, Ruihai Dong:
A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification. ACL (Findings) 2022: 2280-2290- [c72]Suchana Datta, Debasis Ganguly, Mandar Mitra, Derek Greene:
On the Reproduciblity and Robustness of Query Performance Prediction Experiments - An Extended Abstract. CIRCLE 2022 - [c71]Debasis Ganguly
, Suchana Datta, Mandar Mitra, Derek Greene:
An Analysis of Variations in the Effectiveness of Query Performance Prediction. ECIR (1) 2022: 215-229 - [c70]Suchana Datta, Sean MacAvaney, Debasis Ganguly, Derek Greene:
A 'Pointwise-Query, Listwise-Document' based Query Performance Prediction Approach. SIGIR 2022: 2148-2153 - [c69]Suchana Datta, Debasis Ganguly, Derek Greene, Mandar Mitra:
Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction. WSDM 2022: 201-209 - [i37]Debasis Ganguly, Suchana Datta, Mandar Mitra, Derek Greene:
An Analysis of Variations in the Effectiveness of Query Performance Prediction. CoRR abs/2202.06306 (2022) - [i36]Suchana Datta, Debasis Ganguly, Derek Greene, Mandar Mitra:
Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction. CoRR abs/2202.07376 (2022) - [i35]Dairui Liu, Derek Greene, Ruihai Dong:
A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification. CoRR abs/2203.07216 (2022) - [i34]Eoghan Cunningham, Derek Greene:
Assessing Network Representations for Identifying Interdisciplinarity. CoRR abs/2203.12455 (2022) - [i33]Eoghan Cunningham, Barry Smyth, Derek Greene:
Author Multidisciplinarity and Disciplinary Roles in Field of Study Networks. CoRR abs/2203.12504 (2022) - [i32]Eoghan Cunningham, Derek Greene:
The Structure of Interdisciplinary Science: Uncovering and Explaining Roles in Citation Graphs. CoRR abs/2206.03159 (2022) - 2021
- [c68]Duncan Wallace, Eoin Delaney, Mark T. Keane, Derek Greene:
Nearest Neighbour-Based Data Augmentation for Time Series Forecasting. AICS 2021: 60-71 - [c67]Eoghan Cunningham, Barry Smyth, Derek Greene:
Navigating Multidisciplinary Research Using Field of Study Networks. COMPLEX NETWORKS 2021: 104-115 - [c66]Sophie Sadler, Derek Greene, Daniel Archambault:
Selecting Informative Features for Post-hoc Community Explanation. COMPLEX NETWORKS 2021: 297-308 - [c65]Suchana Datta, Debasis Ganguly, Dwaipayan Roy, Derek Greene:
Overview of the Causality-driven Adhoc Information Retrieval (CAIR) task at FIRE-2021. FIRE 2021: 25-27 - [c64]Suchana Datta, Debasis Ganguly, Dwaipayan Roy, Derek Greene:
Overview of the Causality-driven Adhoc Information Retrieval (CAIR) task at FIRE-2021. FIRE (Working Notes) 2021: 1233-1237 - [c63]Eoin Delaney, Derek Greene, Mark T. Keane:
Instance-Based Counterfactual Explanations for Time Series Classification. ICCBR 2021: 32-47 - [i31]Mark T. Keane, Eoin M. Kenny, Mohammed Temraz, Derek Greene, Barry Smyth:
Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation. CoRR abs/2104.14461 (2021) - [i30]Eoin Delaney, Derek Greene, Mark T. Keane:
Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions. CoRR abs/2107.09734 (2021) - [i29]Eoghan Cunningham, Barry Smyth, Derek Greene:
Collaboration in the Time of COVID: A Scientometric Analysis of Multidisciplinary SARS-CoV-2 Research. CoRR abs/2108.13370 (2021) - 2020
- [j14]Elham Alghamdi, Ellen Rushe, Brian Mac Namee, Derek Greene:
Overlapping community finding with noisy pairwise constraints. Appl. Netw. Sci. 5(1): 98 (2020) - [j13]Mark Belford, Derek Greene:
Ensemble topic modeling using weighted term co-associations. Expert Syst. Appl. 161: 113709 (2020) - [c62]Eoghan Cunningham, Derek Greene:
Active Learning for the Text Classification of Rock Climbing Logbook Data. AICS 2020: 1-12 - [c61]Suchana Datta, Derek Greene, Debasis Ganguly, Dwaipayan Roy, Mandar Mitra:
Where's the Why? In Search of Chains of Causes for Query Events. AICS 2020: 109-120 - [c60]Susan Leavy, Gerardine Meaney, Karen Wade, Derek Greene:
Mitigating Gender Bias in Machine Learning Data Sets. BIAS 2020: 12-26 - [c59]Derek Greene, Karen Wade, Susan Leavy, Gerardine Meaney:
Curatr: A Platform for Exploring and Curating Historical Text Corpora. DHN 2020: 247-253 - [c58]Suchana Datta, Debasis Ganguly, Dwaipayan Roy, Derek Greene, Charles Jochim, Francesca Bonin:
Overview of the Causality-driven Adhoc Information Retrieval (CAIR) task at FIRE-2020. FIRE 2020: 14-17 - [c57]Eoin M. Kenny, Eoin D. Delaney, Derek Greene, Mark T. Keane:
Post-hoc Explanation Options for XAI in Deep Learning: The Insight Centre for Data Analytics Perspective. ICPR Workshops (3) 2020: 20-34 - [i28]Susan Leavy, Gerardine Meaney, Karen Wade, Derek Greene:
Mitigating Gender Bias in Machine Learning Data Sets. CoRR abs/2005.06898 (2020) - [i27]Patrick Leydon, Martin O'Connell, Derek Greene, Kathleen M. Curran:
Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography. CoRR abs/2008.05223 (2020) - [i26]Eoin Delaney, Derek Greene, Mark T. Keane:
Instance-Based Counterfactual Explanations for Time Series Classification. CoRR abs/2009.13211 (2020)
2010 – 2019
- 2019
- [j12]Elham Alghamdi, Derek Greene:
Active semi-supervised overlapping community finding with pairwise constraints. Appl. Netw. Sci. 4(1): 63:1-63:27 (2019) - [j11]Muhammad Atif Qureshi, Derek Greene:
EVE: explainable vector based embedding technique using Wikipedia. J. Intell. Inf. Syst. 53(1): 137-165 (2019) - [c56]Mark Belford, Derek Greene:
Comparison of Embedding Techniques for Topic Modeling Coherence Measures. LDK (Posters) 2019: 1-5 - [c55]Susan Leavy, Gerardine Meaney, Karen Wade, Derek Greene:
Curatr: A Platform for Semantic Analysis and Curation of Historical Literary Texts. MTSR 2019: 354-366 - [i25]Siobhán Grayson, Derek Greene:
Temporal Analysis of Reddit Networks via Role Embeddings. CoRR abs/1908.05192 (2019) - 2018
- [j10]Derek Greene, Björn Bringmann, Élisa Fromont, Jesse Davis:
Introduction to the special issue for the ECML PKDD 2018 journal track. Data Min. Knowl. Discov. 32(5): 1177-1178 (2018) - [j9]Mark Belford, Brian Mac Namee, Derek Greene:
Stability of topic modeling via matrix factorization. Expert Syst. Appl. 91: 159-169 (2018) - [j8]Jesse Davis, Björn Bringmann, Élisa Fromont, Derek Greene:
Guest editors introduction to the special issue for the ECML PKDD 2018 journal track. Mach. Learn. 107(8-10): 1207-1208 (2018) - [c54]Arjun Pakrashi, Elham Alghamdi, Brian Mac Namee, Derek Greene:
MeetupNet Dublin: Discovering Communities in Dublin's Meetup Network. AICS 2018: 114-125 - [c53]Elham Alghamdi, Derek Greene:
Semi-supervised Overlapping Community Finding Based on Label Propagation with Pairwise Constraints. COMPLEX NETWORKS (1) 2018: 316-327 - [i24]Arjun Pakrashi, Elham Alghamdi, Brian Mac Namee, Derek Greene:
MeetupNet Dublin: Discovering Communities in Dublin's Meetup Network. CoRR abs/1810.03046 (2018) - [i23]Elham Alghamdi, Derek Greene:
Semi-Supervised Overlapping Community Finding based on Label Propagation with Pairwise Constraints. CoRR abs/1810.05511 (2018) - 2017
- [j7]Claudia Orellana-Rodriguez, Derek Greene, Mark T. Keane:
Spreading One's Tweets: How Can Journalists Gain Attention for their Tweeted News? J. Web Sci. 3(2): 16-31 (2017) - [c52]Gerald Conheady, Derek Greene:
Finding Niche Topics using Semi-Supervised Topic Modeling via Word Embeddings. AICS 2017: 36-48 - [c51]Mark Belford, Brian Mac Namee, Derek Greene:
Synthetic Dataset Generation for Online Topic Modeling. AICS 2017: 63-75 - [c50]Elham Alghamdi, Derek Greene:
Semi-Supervised Overlapping Community Finding with Pairwise Constraints. AICS 2017: 115-127 - [c49]Arjumand Younus, Muhammad Atif Qureshi, Naif R. Aljohani, Derek Greene, Michael P. O'Mahony:
TweetCric: A Twitter-Based Accountability Mechanism for Cricket. ICWE 2017: 559-563 - [c48]Gerald Conheady, Derek Greene:
Weak Supervision for Semi-supervised Topic Modeling via Word Embeddings. LDK 2017: 150-155 - [c47]Siobhán Grayson, Maria Mulvany, Karen Wade, Gerardine Meaney, Derek Greene:
Exploring the Role of Gender in 19th Century Fiction Through the Lens of Word Embeddings. LDK 2017: 358-364 - [c46]Patrick Leydon, Martin O'Connell, Derek Greene, Kathleen M. Curran:
Semi-automatic Bone Marrow Evaluation in PETCT for Multiple Myeloma. MIUA 2017: 342-351 - [c45]Muhammad Atif Qureshi, Derek Greene:
Lit@EVE: Explainable Recommendation Based on Wikipedia Concept Vectors. ECML/PKDD (3) 2017: 409-413 - [i22]Muhammad Atif Qureshi, Derek Greene:
EVE: Explainable Vector Based Embedding Technique Using Wikipedia. CoRR abs/1702.06891 (2017) - [i21]Mark Belford, Brian Mac Namee, Derek Greene:
Stability of Topic Modeling via Matrix Factorization. CoRR abs/1702.07186 (2017) - [i20]Georgiana Ifrim, Derek Greene, Mark T. Keane, Claudia Orellana-Rodriguez, Bichen Shi, Gevorg Poghosyan:
On Supporting Digital Journalism: Case Studies in Co-Designing Journalistic Tools. CoRR abs/1710.05212 (2017) - 2016
- [c44]Jing Su, Derek Greene, Oisín Boydell:
Topic Stability over Noisy Sources. NUT@COLING 2016: 85-93 - [c43]Mark Belford, Brian Mac Namee, Derek Greene:
Ensemble Topic Modeling via Matrix Factorization. AICS 2016: 21-32 - [c42]Siobhán Grayson, Maria Mulvany, Karen Wade, Gerardine Meaney, Derek Greene:
Novel2Vec: Characterising 19th Century Fiction via Word Embeddings. AICS 2016: 68-79 - [c41]Ewa Mlynarska, Derek Greene, Padraig Cunningham:
Time Series Clustering of Moodle Activity Data. AICS 2016: 104-115 - [c40]Arjun Pakrashi, Derek Greene, Brian Mac Namee:
Benchmarking Multi-label Classification Algorithms. AICS 2016: 149-160 - [c39]Muhammad Atif Qureshi, Derek Greene:
An Investigation into Information Navigation via Diverse Keyword-based Facets. AICS 2016: 173-183 - [c38]Igor Brigadir, Derek Greene, James P. Cross, Padraig Cunningham:
Dimensionality Reduction and Visualisation Tools for Voting Records. AICS 2016: 217-226 - [c37]Siobhán Grayson, Karen Wade, Gerardine Meaney, Derek Greene:
The Sense and Sensibility of Different Sliding Windows in Constructing Co-occurrence Networks from Literature. CHDDH 2016: 65-77 - [c36]Igor Brigadir, Derek Greene, Pádraig Cunningham:
Detecting Attention Dominating Moments Across Media Types. NewsIR@ECIR 2016: 15-20 - [c35]Ewa Mlynarska, Pádraig Cunningham, Derek Greene:
Time Series Analysis of VLE Activity Data. EDM 2016: 613-614 - [c34]Muhammad Atif Qureshi, Arjumand Younus, Derek Greene:
TwitterCracy: Exploratory Monitoring of Twitter Streams for the 2016 U.S. Presidential Election Cycle. ECML/PKDD (3) 2016: 71-75 - [c33]Claudia Orellana-Rodriguez, Derek Greene, Mark T. Keane:
Spreading the news: how can journalists gain more engagement for their tweets? WebSci 2016: 107-116 - [c32]Siobhán Grayson, Karen Wade, Gerardine Meaney, Jennie Rothwell, Maria Mulvany, Derek Greene:
Discovering structure in social networks of 19th century fiction. WebSci 2016: 325-326 - [e1]Derek Greene, Brian Mac Namee, Robert J. Ross:
Proceedings of the 24th Irish Conference on Artificial Intelligence and Cognitive Science, AICS 2016, Dublin, Ireland, September 20-21, 2016. CEUR Workshop Proceedings 1751, CEUR-WS.org 2016 [contents] - [i19]Ewa Mlynarska, Derek Greene, Pádraig Cunningham:
Indicators of Good Student Performance in Moodle Activity Data. CoRR abs/1601.02975 (2016) - [i18]Derek Greene, James P. Cross:
Exploring the Political Agenda of the European Parliament Using a Dynamic Topic Modeling Approach. CoRR abs/1607.03055 (2016) - 2015
- [j6]Derek O'Callaghan, Derek Greene, Joe Carthy, Pádraig Cunningham:
An analysis of the coherence of descriptors in topic modeling. Expert Syst. Appl. 42(13): 5645-5657 (2015) - [c31]Derek Greene, James P. Cross:
Unveiling the Political Agenda of the European Parliament Plenary: A Topical Analysis. WebSci 2015: 2:1-2:10 - [c30]Igor Brigadir, Derek Greene, Pádraig Cunningham:
Analyzing Discourse Communities with Distributional Semantic Models. WebSci 2015: 27:1-27:10 - [i17]Derek Greene, Daniel Archambault, Václav Belák, Pádraig Cunningham:
TextLuas: Tracking and Visualizing Document and Term Clusters in Dynamic Text Data. CoRR abs/1502.04609 (2015) - [i16]Derek Greene, James P. Cross:
Unveiling the Political Agenda of the European Parliament Plenary: A Topical Analysis. CoRR abs/1505.07302 (2015) - [i15]Jing Su, Oisín Boydell, Derek Greene, Gerard Lynch:
Topic Stability over Noisy Sources. CoRR abs/1508.01067 (2015) - 2014
- [c29]Derek O'Callaghan, Nico Prucha, Derek Greene, Maura Conway, Joe Carthy, Padraig Cunningham:
Online social media in the Syria conflict: Encompassing the extremes and the in-betweens. ASONAM 2014: 409-416 - [c28]Xiangju Qin, Derek Greene, Pádraig Cunningham:
A Latent Space Analysis of Editor Lifecycles in Wikipedia. MSM/MUSE/SenseML 2014: 46-69 - [c27]Derek Greene, Derek O'Callaghan, Padraig Cunningham:
How Many Topics? Stability Analysis for Topic Models. ECML/PKDD (1) 2014: 498-513 - [i14]Derek O'Callaghan, Nico Prucha, Derek Greene, Maura Conway, Joe Carthy, Pádraig Cunningham:
Online Social Media in the Syria Conflict: Encompassing the Extremes and the In-Betweens. CoRR abs/1401.7535 (2014) - [i13]Igor Brigadir, Derek Greene, Pádraig Cunningham:
Adaptive Representations for Tracking Breaking News on Twitter. CoRR abs/1403.2923 (2014) - [i12]Derek Greene, Derek O'Callaghan, Pádraig Cunningham:
How Many Topics? Stability Analysis for Topic Models. CoRR abs/1404.4606 (2014) - [i11]Xiangju Qin, Derek Greene, Pádraig Cunningham:
A Latent Space Analysis of Editor Lifecycles in Wikipedia. CoRR abs/1407.7736 (2014) - 2013
- [c26]Ioana Hulpus, Conor Hayes, Marcel Karnstedt, Derek Greene, Marek Jozwowicz:
Kanopy: Analysing the Semantic Network around Document Topics. ECML/PKDD (3) 2013: 677-680 - [c25]Derek Greene, Pádraig Cunningham:
Producing a unified graph representation from multiple social network views. WebSci 2013: 118-121 - [c24]Derek O'Callaghan, Derek Greene, Maura Conway, Joe Carthy, Pádraig Cunningham:
Uncovering the wider structure of extreme right communities spanning popular online networks. WebSci 2013: 276-285 - [c23]Ioana Hulpus, Conor Hayes, Marcel Karnstedt, Derek Greene:
Unsupervised graph-based topic labelling using dbpedia. WSDM 2013: 465-474 - [i10]Derek Greene, Pádraig Cunningham:
Producing a Unified Graph Representation from Multiple Social Network Views. CoRR abs/1301.5809 (2013) - [i9]Derek O'Callaghan, Derek Greene, Maura Conway, Joe Carthy, Pádraig Cunningham:
Uncovering the Wider Structure of Extreme Right Communities Spanning Popular Online Networks. CoRR abs/1302.1726 (2013) - [i8]Daniel Archambault, Derek Greene, Pádraig Cunningham:
TwitterCrowds: Techniques for Exploring Topic and Sentiment in Microblogging Data. CoRR abs/1306.3839 (2013) - [i7]Derek Greene, Pádraig Cunningham:
Discovering Latent Patterns from the Analysis of User-Curated Movie Lists. CoRR abs/1308.5125 (2013) - [i6]Derek O'Callaghan, Derek Greene, Maura Conway, Joe Carthy, Pádraig Cunningham:
The Extreme Right Filter Bubble. CoRR abs/1308.6149 (2013) - 2012
- [c22]Ioana Hulpus, Conor Hayes, Marcel Karnstedt, Derek Greene:
An Eigenvalue-Based Measure for Word-Sense Disambiguation. FLAIRS Conference 2012 - [c21]Derek O'Callaghan, Derek Greene, Maura Conway, Joe Carthy, Pádraig Cunningham:
An Analysis of Interactions within and between Extreme Right Communities in Social Media. MSM/MUSE 2012: 88-107 - [c20]Derek Greene, Gavin Sheridan, Barry Smyth, Pádraig Cunningham:
Aggregating content and network information to curate twitter user lists. RSWeb@RecSys 2012: 29-36 - [c19]Igor Brigadir, Derek Greene, Padraig Cunningham:
A system for twitter user list curation. RecSys 2012: 293-294 - [i5]Derek Greene, Gavin Sheridan, Barry Smyth, Pádraig Cunningham:
Aggregating Content and Network Information to Curate Twitter User Lists. CoRR abs/1206.1728 (2012) - [i4]Derek O'Callaghan, Derek Greene, Maura Conway, Joe Carthy, Pádraig Cunningham:
An Analysis of Interactions Within and Between Extreme Right Communities in Social Media. CoRR abs/1206.7050 (2012) - [i3]Derek Greene, Derek O'Callaghan, Pádraig Cunningham:
Identifying Topical Twitter Communities via User List Aggregation. CoRR abs/1207.0017 (2012) - 2011
- [j5]Colm Ryan, Derek Greene, Aude Guénolé, Haico van Attikum, Nevan J. Krogan, Pádraig Cunningham, Gerard Cagney:
Improved functional overview of protein complexes using inferred epistatic relationships. BMC Syst. Biol. 5: 80 (2011) - [c18]Daniel Archambault, Derek Greene, Pádraig Cunningham, Neil J. Hurley:
ThemeCrowds: multiresolution summaries of twitter usage. SMUC 2011: 77-84 - [c17]Anthony Brew, Derek Greene, Daniel Archambault, Padraig Cunningham:
Deriving Insights from National Happiness Indices. ICDM Workshops 2011: 53-60 - [c16]Karen Wade, Derek Greene, Conrad Lee, Daniel Archambault, Pádraig Cunningham:
Identifying Representative Textual Sources in Blog Networks. ICWSM 2011 - [i2]Derek Greene, Fergal Reid, Gavin Sheridan, Padraig Cunningham:
Supporting the Curation of Twitter User Lists. CoRR abs/1110.1349 (2011) - [i1]Aaron F. McDaid, Derek Greene, Neil J. Hurley:
Normalized Mutual Information to evaluate overlapping community finding algorithms. CoRR abs/1110.2515 (2011) - 2010
- [j4]Derek Greene, Jill Freyne, Barry Smyth, Pádraig Cunningham:
An Analysis of Current Trends in CBR Research Using Multi-View Clustering. AI Mag. 31(2): 45-62 (2010) - [j3]Colm Ryan, Derek Greene, Gerard Cagney, Padraig Cunningham:
Missing value imputation for epistatic MAPs. BMC Bioinform. 11: 197 (2010) - [j2]Anand Narasimhamurthy, Derek Greene, Neil J. Hurley, Padraig Cunningham:
Partitioning large networks without breaking communities. Knowl. Inf. Syst. 25(2): 345-369 (2010) - [c15]Derek Greene, Dónal Doyle, Padraig Cunningham:
Tracking the Evolution of Communities in Dynamic Social Networks. ASONAM 2010: 176-183 - [c14]Anthony Brew, Derek Greene, Padraig Cunningham:
Using Crowdsourcing and Active Learning to Track Sentiment in Online Media. ECAI 2010: 145-150 - [c13]Guangyu Wu, Derek Greene, Barry Smyth, Pádraig Cunningham:
Distortion as a validation criterion in the identification of suspicious reviews. SOMA@KDD 2010: 10-13 - [c12]Derek Greene, Padraig Cunningham:
Spectral Co-Clustering for Dynamic Bipartite Graphs. NyNaK 2010 - [c11]Guangyu Wu, Derek Greene, Padraig Cunningham:
Merging multiple criteria to identify suspicious reviews. RecSys 2010: 241-244
2000 – 2009
- 2009
- [c10]Anthony Brew, Derek Greene, Padraig Cunningham:
A Machine Learning System for Tracking Sentiment in Irish Economic News. AICS 2009: 285-286 - [c9]Derek Greene, Padraig Cunningham:
A Matrix Factorization Approach for Integrating Multiple Data Views. ECML/PKDD (1) 2009: 423-438 - 2008
- [j1]Derek Greene, Gerard Cagney, Nevan J. Krogan, Padraig Cunningham:
Ensemble non-negative matrix factorization methods for clustering protein-protein interactions. Bioinform. 24(15): 1722-1728 (2008) - [c8]Derek Greene, Kenneth Bryan, Padraig Cunningham:
Parallel integration of heterogeneous genome-wide data sources. BIBE 2008: 1-7 - [c7]Derek Greene, Jill Freyne, Barry Smyth, Padraig Cunningham:
An Analysis of Research Themes in the CBR Conference Literature. ECCBR 2008: 18-43 - [p1]Derek Greene, Pádraig Cunningham, Rudolf Mayer:
Unsupervised Learning and Clustering. Machine Learning Techniques for Multimedia 2008: 51-90 - 2007
- [c6]Derek Greene, Padraig Cunningham:
Constraint Selection by Committee: An Ensemble Approach to Identifying Informative Constraints for Semi-supervised Clustering. ECML 2007: 140-151 - 2006
- [c5]