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ORCIDPadraig Cunningham
Pádraig Cunningham
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- affiliation: University College Dublin, Ireland
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2020 – today
- 2022
[j57]Mourtadha Badiane, Pádraig Cunningham
:
An empirical evaluation of kernels for time series. Artif. Intell. Rev. 55(3): 1803-1820 (2022)- [j56]Pádraig Cunningham, Sarah Jane Delany:
k-Nearest Neighbour Classifiers - A Tutorial. ACM Comput. Surv. 54(6): 128:1-128:25 (2022) - [j55]Vivek Mahato, Muhannad Ahmed Obeidi, Dermot Brabazon, Pádraig Cunningham:
Detecting voids in 3D printing using melt pool time series data. J. Intell. Manuf. 33(3): 845-852 (2022) - [j54]William Blanzeisky, Pádraig Cunningham:
Using Pareto simulated annealing to address algorithmic bias in machine learning. Knowl. Eng. Rev. 37: e5 (2022) - [c145]Oshana Dissanayake, Sarah McPherson, Emer Kennedy, Katie Sugrue, Muireann Conneely, Laurence Shalloo, Pádraig Cunningham, Lucile Riaboff:
Identification of the Best Accelerometer Features and Time-Scale to Detect Disturbances in Calves. AALTD@ECML/PKDD 2022: 167-180 - [c144]William Blanzeisky, Barry Smyth, Pádraig Cunningham:
Algorithmic Bias and Fairness in Case-Based Reasoning. ICCBR 2022: 48-62 - [c143]Bahavathy Kathirgamanathan, Cillian Buckley, Brian Caulfield, Pádraig Cunningham:
Feature Subset Selection for Detecting Fatigue in Runners Using Time Series Sensor Data. ICPRAI (1) 2022: 541-552 - 2021
- [c142]Linyi Yang, Jiazheng Li, Padraig Cunningham, Yue Zhang, Barry Smyth, Ruihai Dong:
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis. ACL/IJCNLP (1) 2021: 306-316 - [c141]Bahavathy Kathirgamanathan, James Davenport, Brian Caulfield, Pádraig Cunningham:
Using Barycenters as Aggregate Representations of Repetition-Based Time-Series Exercise Data. MLSA@PKDD/ECML 2021: 178-188 - [c140]William Blanzeisky, Pádraig Cunningham:
Algorithmic Factors Influencing Bias in Machine Learning. PKDD/ECML Workshops (1) 2021: 559-574 - [i36]Bahavathy Kathirgamanathan, Padraig Cunningham:
A Feature Selection Method for Multi-Dimension Time-Series Data. CoRR abs/2104.11110 (2021) - [i35]William Blanzeisky, Pádraig Cunningham:
Algorithmic Factors Influencing Bias in Machine Learning. CoRR abs/2104.14014 (2021) - [i34]William Blanzeisky, Pádraig Cunningham:
Using Pareto Simulated Annealing to Address Algorithmic Bias in Machine Learning. CoRR abs/2105.15064 (2021) - [i33]Padraig Cunningham, Bahavathy Kathirgamanathan, Sarah Jane Delany:
Feature Selection Tutorial with Python Examples. CoRR abs/2106.06437 (2021) - [i32]Linyi Yang, Jiazheng Li, Pádraig Cunningham, Yue Zhang, Barry Smyth, Ruihai Dong:
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis. CoRR abs/2106.15231 (2021) - [i31]William Blanzeisky, Pádraig Cunningham, Kenneth Kennedy:
Introducing a Family of Synthetic Datasets for Research on Bias in Machine Learning. CoRR abs/2107.08928 (2021) - [i30]Bahavathy Kathirgamanathan, Padraig Cunningham:
Correlation Based Feature Subset Selection for Multivariate Time-Series Data. CoRR abs/2112.03705 (2021) - 2020
- [c139]Vivek Mahato, Pádraig Cunningham:
Using Navigable Small Worlds to Speed Up Time-Series Classification. AICS 2020: 73-84 - [c138]Bahavathy Kathirgamanathan, Pádraig Cunningham:
A Feature Selection Method for Multi-dimension Time-Series Data. AALTD@PKDD/ECML 2020: 220-231 - [c137]Pádraig Cunningham, Sarah Jane Delany:
Underestimation Bias and Underfitting in Machine Learning. TAILOR 2020: 20-31 - [i29]Padraig Cunningham, Sarah Jane Delany:
k-Nearest Neighbour Classifiers: 2nd Edition (with Python examples). CoRR abs/2004.04523 (2020) - [i28]Padraig Cunningham, Sarah Jane Delany:
Algorithmic Bias and Regularisation in Machine Learning. CoRR abs/2005.09052 (2020) - [i27]Vivek Mahato, Muhannad Ahmed Obeidi, Dermot Brabazon, Padraig Cunningham:
An Evaluation of Classification Methods for 3D Printing Time-Series Data. CoRR abs/2010.00903 (2020) - [i26]Vivek Mahato, Pádraig Cunningham:
A Case-Study on the Impact of Dynamic Time Warping in Time Series Regression. CoRR abs/2010.05270 (2020)
2010 – 2019
- 2019
- [c136]Vivek Mahato, William Johnston, Pádraig Cunningham:
Scoring Performance on the Y-Balance Test. ICCBR 2019: 281-296 - 2018
- [c135]Mourtadha Badiane, Martin O'Reilly, Padraig Cunningham:
Kernel Methods for Time Series Classification and Regression. AICS 2018: 54-65 - [c134]Vivek Mahato, Martin O'Reilly, Padraig Cunningham:
A Comparison of k-NN Methods for Time Series Classification and Regression. AICS 2018: 102-113 - [c133]Barry Smyth, Pádraig Cunningham:
An Analysis of Case Representations for Marathon Race Prediction and Planning. ICCBR 2018: 369-384 - [c132]Barry Smyth, Padraig Cunningham:
Marathon Race Planning: A Case-Based Reasoning Approach. IJCAI 2018: 5364-5368 - 2017
- [c131]Barry Smyth, Pádraig Cunningham:
Running with Cases: A CBR Approach to Running Your Best Marathon. ICCBR 2017: 360-374 - [c130]Barry Smyth, Pádraig Cunningham:
A Novel Recommender System for Helping Marathoners to Achieve a New Personal-Best. RecSys 2017: 116-120 - 2016
- [j53]Xiangju Qin, Pádraig Cunningham, Michael Salter-Townshend:
Online Trans-dimensional von Mises-Fisher Mixture Models for User Profiles. J. Mach. Learn. Res. 17: 200:1-200:51 (2016) - [c129]Ewa Mlynarska, Derek Greene, Padraig Cunningham:
Time Series Clustering of Moodle Activity Data. AICS 2016: 104-115 - [c128]Igor Brigadir, Derek Greene, James P. Cross, Padraig Cunningham:
Dimensionality Reduction and Visualisation Tools for Voting Records. AICS 2016: 217-226 - [c127]Igor Brigadir, Derek Greene, Pádraig Cunningham:
Detecting Attention Dominating Moments Across Media Types. NewsIR@ECIR 2016: 15-20 - [c126]Ewa Mlynarska, Pádraig Cunningham, Derek Greene:
Time Series Analysis of VLE Activity Data. EDM 2016: 613-614 - [i25]Ewa Mlynarska, Derek Greene, Pádraig Cunningham:
Indicators of Good Student Performance in Moodle Activity Data. CoRR abs/1601.02975 (2016) - [i24]Ursula Redmond, Pádraig Cunningham:
Subgraph Isomorphism in Temporal Networks. CoRR abs/1605.02174 (2016) - 2015
- [j52]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) - [j51]Guangyu Wu, Pádraig Cunningham:
Integration of multiple network views in Wikipedia. Knowl. Inf. Syst. 45(2): 473-490 (2015) - [j50]Xiangju Qin, Pádraig Cunningham, Michael Salter-Townshend:
The influence of network structures of Wikipedia discussion pages on the efficiency of WikiProjects. Soc. Networks 43: 1-15 (2015) - [c125]Igor Brigadir, Derek Greene, Pádraig Cunningham:
Analyzing Discourse Communities with Distributional Semantic Models. WebSci 2015: 27:1-27:10 - [i23]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) - 2014
- [j49]Conrad Lee, Pádraig Cunningham:
Community detection: effective evaluation on large social networks. J. Complex Networks 2(1): 19-37 (2014) - [c124]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 - [c123]Nicholas McCarthy, Padraig Cunningham, Gillian O'Hurley:
The Contribution of Morphological Features in the Classification of Prostate Carcinoma in Digital Pathology Images. ICPR 2014: 3269-3273 - [c122]Xiangju Qin, Michael Salter-Townshend, Pádraig Cunningham:
Exploring the Relationship between Membership Turnover and Productivity in Online Communities. ICWSM 2014 - [c121]Xiangju Qin, Derek Greene, Pádraig Cunningham:
A Latent Space Analysis of Editor Lifecycles in Wikipedia. MSM/MUSE/SenseML 2014: 46-69 - [c120]Derek Greene, Derek O'Callaghan, Padraig Cunningham:
How Many Topics? Stability Analysis for Topic Models. ECML/PKDD (1) 2014: 498-513 - [c119]Ursula Redmond, Padraig Cunningham:
Identifying Over-represented Temporal Processes in Complex Networks. DyNaK 2014 - [c118]Gerard Lynch, Pádraig Cunningham:
Linguistically Informed Tweet Categorization for Online Reputation Management. WASSA@ACL 2014: 73-78 - [i22]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) - [i21]Xiangju Qin, Michael Salter-Townshend, Pádraig Cunningham:
Exploring the Relationship between Membership Turnover and Productivity in Online Communities. CoRR abs/1401.7890 (2014) - [i20]Igor Brigadir, Derek Greene, Pádraig Cunningham:
Adaptive Representations for Tracking Breaking News on Twitter. CoRR abs/1403.2923 (2014) - [i19]Derek Greene, Derek O'Callaghan, Pádraig Cunningham:
How Many Topics? Stability Analysis for Topic Models. CoRR abs/1404.4606 (2014) - [i18]Xiangju Qin, Derek Greene, Pádraig Cunningham:
A Latent Space Analysis of Editor Lifecycles in Wikipedia. CoRR abs/1407.7736 (2014) - 2013
- [j48]Ursula Redmond, Pádraig Cunningham:
A temporal network analysis reveals the unprofitability of arbitrage in The Prosper Marketplace. Expert Syst. Appl. 40(9): 3715-3721 (2013) - [j47]Pádraig Cunningham, Martin Harrigan, Guangyu Wu, Derek O'Callaghan:
Characterizing ego-networks using motifs. Netw. Sci. 1(2): 170-190 (2013) - [c117]Bobo Nick, Conrad Lee, Pádraig Cunningham, Ulrik Brandes:
Simmelian backbones: amplifying hidden homophily in Facebook networks. ASONAM 2013: 525-532 - [c116]Ursula Redmond, Pádraig Cunningham:
Temporal subgraph isomorphism. ASONAM 2013: 1451-1452 - [c115]Conrad Lee, Bobo Nick, Ulrik Brandes, Pádraig Cunningham:
Link prediction with social vector clocks. KDD 2013: 784-792 - [c114]Derek Greene, Pádraig Cunningham:
Producing a unified graph representation from multiple social network views. WebSci 2013: 118-121 - [c113]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 - [i17]Conrad Lee, Aaron F. McDaid, Pádraig Cunningham:
Measuring the Significance of the Geographic Flow of Music. CoRR abs/1301.5586 (2013) - [i16]Derek Greene, Pádraig Cunningham:
Producing a Unified Graph Representation from Multiple Social Network Views. CoRR abs/1301.5809 (2013) - [i15]Conrad Lee, Pádraig Cunningham:
Benchmarking community detection methods on social media data. CoRR abs/1302.0739 (2013) - [i14]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) - [i13]Conrad Lee, Bobo Nick, Ulrik Brandes, Pádraig Cunningham:
Link Prediction with Social Vector Clocks. CoRR abs/1304.4058 (2013) - [i12]Daniel Archambault, Derek Greene, Pádraig Cunningham:
TwitterCrowds: Techniques for Exploring Topic and Sentiment in Microblogging Data. CoRR abs/1306.3839 (2013) - [i11]Derek Greene, Pádraig Cunningham:
Discovering Latent Patterns from the Analysis of User-Curated Movie Lists. CoRR abs/1308.5125 (2013) - [i10]Sorin Alupoaie, Pádraig Cunningham:
Using tf-idf as an edge weighting scheme in user-object bipartite networks. CoRR abs/1308.6118 (2013) - [i9]Derek O'Callaghan, Derek Greene, Maura Conway, Joe Carthy, Pádraig Cunningham:
The Extreme Right Filter Bubble. CoRR abs/1308.6149 (2013) - 2012
- [c112]Conrad Lee, Padraig Cunningham:
The Geographic Flow of Music. ASONAM 2012: 691-695 - [c111]Martin Harrigan, Daniel Archambault, Pádraig Cunningham, Neil J. Hurley:
EgoNav: exploring networks through egocentric spatializations. AVI 2012: 563-570 - [c110]Martin Harrigan, Padraig Cunningham, Lorcan Coyle:
Using Storm to Perform Dynamic Egocentric Network Motif Analysis. ICDM Workshops 2012: 408-415 - [c109]Derek O'Callaghan, Martin Harrigan, Joe Carthy, Pádraig Cunningham:
Network Analysis of Recurring YouTube Spam Campaigns. ICWSM 2012 - [c108]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 - [c107]Derek Greene, Gavin Sheridan, Barry Smyth, Pádraig Cunningham:
Aggregating content and network information to curate twitter user lists. RSWeb@RecSys 2012: 29-36 - [c106]Igor Brigadir, Derek Greene, Padraig Cunningham:
A system for twitter user list curation. RecSys 2012: 293-294 - [c105]Guangyu Wu, Martin Harrigan, Pádraig Cunningham:
Classifying Wikipedia articles using network motif counts and ratios. WikiSym 2012: 12 - [c104]Matthew Stabeler, Conrad Lee, Pádraig Cunningham:
An Assessment of Community Finding Algorithms for Community-Based Message Routing in DTNs. WWIC 2012: 244-256 - [e3]Padraig Cunningham, Neil J. Hurley, Ido Guy, Sarabjot Singh Anand:
Sixth ACM Conference on Recommender Systems, RecSys '12, Dublin, Ireland, September 9-13, 2012. ACM 2012, ISBN 978-1-4503-1270-7 [contents] - [i8]Derek O'Callaghan, Martin Harrigan, Joe Carthy, Pádraig Cunningham:
Network Analysis of Recurring YouTube Spam Campaigns. CoRR abs/1201.3783 (2012) - [i7]Derek O'Callaghan, Martin Harrigan, Joe Carthy, Pádraig Cunningham:
Identifying Discriminating Network Motifs in YouTube Spam. CoRR abs/1202.5216 (2012) - [i6]Conrad Lee, Pádraig Cunningham:
The Geographic Flow of Music. CoRR abs/1204.2677 (2012) - [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]Xiangju Qin, Pádraig Cunningham:
Assessing the Quality of Wikipedia Pages Using Edit Longevity and Contributor Centrality. CoRR abs/1206.2517 (2012) - [i3]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) - [i2]Derek Greene, Derek O'Callaghan, Pádraig Cunningham:
Identifying Topical Twitter Communities via User List Aggregation. CoRR abs/1207.0017 (2012) - 2011
- [j46]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) - [j45]Matthew D. DiFranco, Gillian O'Hurley, Elaine W. Kay, R. William G. Watson, Padraig Cunningham:
Ensemble based system for whole-slide prostate cancer probability mapping using color texture features. Comput. Medical Imaging Graph. 35(7-8): 629-645 (2011) - [c103]Guangyu Wu, Martin Harrigan, Pádraig Cunningham:
Characterizing Wikipedia pages using edit network motif profiles. SMUC 2011: 45-52 - [c102]Daniel Archambault, Derek Greene, Pádraig Cunningham, Neil J. Hurley:
ThemeCrowds: multiresolution summaries of twitter usage. SMUC 2011: 77-84 - [c101]Anthony Brew, Derek Greene, Daniel Archambault, Padraig Cunningham:
Deriving Insights from National Happiness Indices. ICDM Workshops 2011: 53-60 - [c100]Matthew Stabeler, Conrad Lee, Graham Williamson, Pádraig Cunningham:
Using Hierarchical Community Structure to Improve Community-Based Message Routing. The Social Mobile Web 2011 - [c99]Karen Wade, Derek Greene, Conrad Lee, Daniel Archambault, Pádraig Cunningham:
Identifying Representative Textual Sources in Blog Networks. ICWSM 2011 - [c98]Ursula Redmond, Martin Harrigan, Pádraig Cunningham:
Mining Dense Structures to Uncover Anomalous Behaviour in Financial Network Data. MSM/MUSE 2011: 60-76 - [i1]Derek Greene, Fergal Reid, Gavin Sheridan, Padraig Cunningham:
Supporting the Curation of Twitter User Lists. CoRR abs/1110.1349 (2011) - 2010
- [j44]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) - [j43]Colm Ryan, Derek Greene, Gerard Cagney, Padraig Cunningham:
Missing value imputation for epistatic MAPs. BMC Bioinform. 11: 197 (2010) - [j42]Jill Freyne, Lorcan Coyle, Barry Smyth, Padraig Cunningham:
Relative status of journal and conference publications in computer science. Commun. ACM 53(11): 124-132 (2010) - [j41]Nicola Segata, Enrico Blanzieri, Sarah Jane Delany, Padraig Cunningham:
Noise reduction for instance-based learning with a local maximal margin approach. J. Intell. Inf. Syst. 35(2): 301-331 (2010) - [j40]Anand Narasimhamurthy, Derek Greene, Neil J. Hurley, Padraig Cunningham:
Partitioning large networks without breaking communities. Knowl. Inf. Syst. 25(2): 345-369 (2010) - [j39]Anthony Brew, Padraig Cunningham:
Combining cohort and UBM models in open set speaker detection. Multim. Tools Appl. 48(1): 141-159 (2010) - [c97]Derek Greene, Dónal Doyle, Padraig Cunningham:
Tracking the Evolution of Communities in Dynamic Social Networks. ASONAM 2010: 176-183 - [c96]Anthony Brew, Derek Greene, Padraig Cunningham:
Using Crowdsourcing and Active Learning to Track Sentiment in Online Media. ECAI 2010: 145-150 - [c95]Anthony Brew, Padraig Cunningham:
Vector Quantization Mappings for Speaker Verification. ICPR 2010: 560-564 - [c94]Guangyu Wu, Derek Greene, Barry Smyth, Pádraig Cunningham:
Distortion as a validation criterion in the identification of suspicious reviews. SOMA@KDD 2010: 10-13 - [c93]Derek Greene, Padraig Cunningham:
Spectral Co-Clustering for Dynamic Bipartite Graphs. NyNaK 2010 - [c92]Guangyu Wu, Derek Greene, Padraig Cunningham:
Merging multiple criteria to identify suspicious reviews. RecSys 2010: 241-244
2000 – 2009
- 2009
- [j38]Matthieu Cord, Padraig Cunningham, Dhiraj Joshi:
Machine Learning Techniques for Multimedia: Case Studies on Organization and Retrieval. J. Electronic Imaging 18(3): 039901 (2009) - [j37]Conor Nugent, Dónal Doyle, Padraig Cunningham:
Gaining insight through case-based explanation. J. Intell. Inf. Syst. 32(3): 267-295 (2009) - [j36]Padraig Cunningham:
A Taxonomy of Similarity Mechanisms for Case-Based Reasoning. IEEE Trans. Knowl. Data Eng. 21(11): 1532-1543 (2009) - [c91]Ross Foley, William M. Gallagher, Sean Callanan, Pádraig Cunningham:
A Machine Learning System for Identifying Hypertrophy in Histopathology Images. AICS 2009: 72-81 - [c90]Michael P. O'Mahony, Padraig Cunningham, Barry Smyth:
An Assessment of Machine Learning Techniques for Review Recommendation. AICS 2009: 241-250 - [c89]Anthony Brew, Derek Greene, Padraig Cunningham:
A Machine Learning System for Tracking Sentiment in Irish Economic News. AICS 2009: 285-286 - [c88]Anthony Brew, Pádraig Cunningham:
Combining Cohort and UBM Models in Open Set Speaker Identification. CBMI 2009: 62-67 - [c87]Santiago D. Villalba, Padraig Cunningham:
Artificial Data Generation for One-class Classification - A Case Study of Dimensionality Reduction for Text and Biological Data. KDIR 2009: 202-210 - [c86]Nicola Segata, Enrico Blanzieri, Padraig Cunningham:
A Scalable Noise Reduction Technique for Large Case-Based Systems. ICCBR 2009: 328-342 - [c85]Bryan Duggan, Brendan O'Shea, Mikel Gainza, Pádraig Cunningham:
Compensating for Expressiveness in Queries to a Content Based Music Information Retrieval System. ICMC 2009 - [c84]