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ORCIDPadraig Cunningham
Pádraig Cunningham
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- affiliation: University College Dublin, Ireland
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2020 – today
- 2024
[i41]Oshana Dissanayake, Sarah E. McPherson, Joseph Allyndree, Emer Kennedy, Padraig Cunningham, Lucile Riaboff:
Evaluating ROCKET and Catch22 features for calf behaviour classification from accelerometer data using Machine Learning models. CoRR abs/2404.18159 (2024)- [i40]Oshana Dissanayake, Sarah McPherson, Joseph Allyndree, Emer Kennedy, Pádraig Cunningham, Lucile Riaboff:
Development of a digital tool for monitoring the behaviour of pre-weaned calves using accelerometer neck-collars. CoRR abs/2406.17352 (2024) - [i39]Padraig Cunningham, Barry Smyth:
An Analysis of the Impact of Gold Open Access Publications in Computer Science. CoRR abs/2408.10262 (2024) - [i38]Oshana Dissanayake, Lucile Riaboff, Sarah E. McPherson, Emer Kennedy, Pádraig Cunningham:
A Comparison of Deep Learning and Established Methods for Calf Behaviour Monitoring. CoRR abs/2408.13041 (2024) - [i37]Oshana Dissanayake, Sarah E. McPherson, Joseph Allyndree, Emer Kennedy, Padraig Cunningham, Lucile Riaboff:
Accelerometer-Based Multivariate Time-Series Dataset for Calf Behavior Classification. CoRR abs/2409.00053 (2024) - 2023
- [c150]Oshana Dissanayake, Sarah McPherson, Joseph Allyndree, Emer Kennedy, Pádraig Cunningham
, Lucile Riaboff:
Personalized Weighted AdaBoost for Animal Behavior Recognition from Sensor Data. AICS 2023: 1-8 - [c149]Andreea-Clara Pricopi, Pádraig Cunningham:
Social Network Analysis of Irish Covid-19 Interactions on Telegram. AICS 2023: 1-8 - [c148]Bahavathy Kathirgamanathan, Brian Caulfield, Pádraig Cunningham:
Towards Globalised Models for Exercise Classification using Inertial Measurement Units. BSN 2023: 1-4 - [c147]William Blanzeisky, Pádraig Cunningham:
Addressing Underestimation Bias in CBR Through Case-Base Maintenance. ICCBR 2023: 233-243 - [c146]Bahavathy Kathirgamanathan, Thu Trang Nguyen, Brian Caulfield, Georgiana Ifrim, Pádraig Cunningham:
Explaining Fatigue in Runners Using Time Series Analysis on Wearable Sensor Data. PKDD/ECML Workshops (3) 2023: 87-103 - 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 J. 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 J. 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]Derek Greene, Padraig Cunningham:
A Matrix Factorization Approach for Integrating Multiple Data Views. ECML/PKDD (1) 2009: 423-438 - 2008
- [j35]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) - [j34]Kenneth Bryan, Lorraine Brennan, Padraig Cunningham:
MetaFIND: A feature analysis tool for metabolomics data. BMC Bioinform. 9 (2008) - [j33]Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen:
Dynamic integration of classifiers for handling concept drift. Inf. Fusion 9(1): 56-68 (2008) - [c83]Derek Greene, Kenneth Bryan, Padraig Cunningham:
Parallel integration of heterogeneous genome-wide data sources. BIBE 2008: 1-7 - [c82]Bryan Duggan, Brendan O'Shea, Padraig Cunningham:
A system for automatically annotating traditional Irish music field recordings. CBMI 2008: 25-32 - [c81]Derek Greene, Jill Freyne, Barry Smyth, Padraig Cunningham:
An Analysis of Research Themes in the CBR Conference Literature. ECCBR 2008: 18-43 - [c80]Bryan Duggan, Brendan O'Shea, Mikel Gainza, Padraig Cunningham:
Machine Annotation of Sets of Traditional Irish Dance Tunes. ISMIR 2008: 401-406 - [c79]Kenneth Bryan, Michael P. O'Mahony, Padraig Cunningham:
Unsupervised retrieval of attack profiles in collaborative recommender systems. RecSys 2008: 155-162 - [p4]Simon P. Wilson, Rozenn Dahyot, Pádraig Cunningham:
Introduction to Bayesian Methods and Decision Theory. Machine Learning Techniques for Multimedia 2008: 3-19 - [p3]Pádraig Cunningham, Matthieu Cord, Sarah Jane Delany:
Supervised Learning. Machine Learning Techniques for Multimedia 2008: 21-49 - [p2]Derek Greene, Pádraig Cunningham, Rudolf Mayer:
Unsupervised Learning and Clustering. Machine Learning Techniques for Multimedia 2008: 51-90 - [p1]Pádraig Cunningham:
Dimension Reduction. Machine Learning Techniques for Multimedia 2008: 91-112 - [e2]Matthieu Cord, Pádraig Cunningham:
Machine Learning Techniques for Multimedia - Case Studies on Organization and Retrieval. Cognitive Technologies, Springer 2008, ISBN 978-3-540-75170-0 [contents] - 2007
- [j32]Santiago D. Villalba, Padraig Cunningham:
An evaluation of dimension reduction techniques for one-class classification. Artif. Intell. Rev. 27(4): 273-294 (2007) - [j31]Anthony Brew, Marco Grimaldi, Padraig Cunningham:
An evaluation of one-class classification techniques for speaker verification. Artif. Intell. Rev. 27(4): 295-307 (2007) - [j30]Huicheng Zheng, Padraig Cunningham, Alexey Tsymbal:
Learning multiple linear manifolds with self-organizing networks. Int. J. Parallel Emergent Distributed Syst. 22(6): 417-426 (2007) - [c78]Kenneth Bryan, Padraig Cunningham:
BALBOA: Extending Bicluster Analysis to Classify ORFs using Expression Data. BIBE 2007: 995-1002 - [c77]Anton Zamolotskikh, Padraig Cunningham:
An Assessment of Alternative Strategies for Constructing EMD-Based Kernel Functions for Use in an SVM for Image Classification. CBMI 2007: 11-17 - [c76]Derek Greene, Padraig Cunningham:
Constraint Selection by Committee: An Ensemble Approach to Identifying Informative Constraints for Semi-supervised Clustering. ECML 2007: 140-151 - 2006
- [j29]Conor Nugent, Padraig Cunningham, Patrick Kirwan:
Using active learning to annotate microscope images of parasite eggs. Artif. Intell. Rev. 26(1-2): 63-73 (2006) - [j28]Dónal Doyle, Padraig Cunningham, Paul Walsh:
An Evaluation of the Usefulness of Explanation in a Case-Based Reasoning System for Decision Support in Bronchiolitis Treatment. Comput. Intell. 22(3-4): 269-281 (2006) - [j27]Marco Grimaldi, Padraig Cunningham, Anil C. Kokaram:
Discrete wavelet packet transform and ensembles of lazy and eager learners for music genre classification. Multim. Syst. 11(5): 422-437 (2006) - [j26]Kenneth Bryan, Padraig Cunningham, Nadia Bolshakova:
Application of Simulated Annealing to the Biclustering of Gene Expression Data. IEEE Trans. Inf. Technol. Biomed. 10(3): 519-525 (2006) - [c75]Nadia Bolshakova, Anton Zamolotskikh, Padraig Cunningham:
Comparison of the Data-based and Gene Ontology-Based Approaches to Cluster Validation Methods for Gene Microarrays. CBMS 2006: 539-543 - [c74]Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen:
Handling Local Concept Drift with Dynamic Integration of Classifiers: Domain of Antibiotic Resistance in Nosocomial Infections. CBMS 2006: 679-684 - [c73]Kenneth Bryan, Padraig Cunningham:
Bottom-Up Biclustering of Expression Data. CIBCB 2006: 1-8 - [c72]Sarah Jane Delany, Padraig Cunningham, Barry Smyth:
ECUE: A Spam Filter that Uses Machine Leaming to Track Concept Drift. ECAI 2006: 627- - [c71]Michael Carney, Padraig Cunningham:
Calibrating Probability Density Forecasts with Multi-Objective Search. ECAI 2006: 791-792 - [c70]Michael Carney, Padraig Cunningham:
Making Good Probability Estimates for Regression. ECML 2006: 582-589 - [c69]Derek Greene, Padraig Cunningham:
Efficient Prediction-Based Validation for Document Clustering. ECML 2006: 663-670 - [c68]Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham:
Dynamic Integration with Random Forests. ECML 2006: 801-808 - [c67]Nadia Bolshakova, Francisco Azuaje, Padraig Cunningham:
Incorporating Biological Domain Knowledge into Cluster Validity Assessment. EvoWorkshops 2006: 13-22 - [c66]Neil McDonnell, Padraig Cunningham:
A Knowledge-Light Approach to Regression Using Case-Based Reasoning. ECCBR 2006: 91-105 - [c65]Sarah Jane Delany, Padraig Cunningham, Alexey Tsymbal:
A Comparison of Ensemble and Case-Base Maintenance Techniques for Handling Concept Drift in Spam Filtering. FLAIRS 2006: 340-345 - [c64]Derek Greene, Padraig Cunningham:
Practical solutions to the problem of diagonal dominance in kernel document clustering. ICML 2006: 377-384 - [c63]Anton Zamolotskikh, Sarah Jane Delany, Padraig Cunningham:
A methodology for comparing classifiers that allow the control of bias. SAC 2006: 582-587 - 2005
- [j25]Conor Nugent, Padraig Cunningham:
A Case-Based Explanation System for Black-Box Systems. Artif. Intell. Rev. 24(2): 163-178 (2005) - [j24]Sarah Jane Delany, Padraig Cunningham, Lorcan Coyle:
An Assessment of Case-Based Reasoning for Spam Filtering. Artif. Intell. Rev. 24(3-4): 359-378 (2005) - [j23]Nadia Bolshakova, Francisco Azuaje, Padraig Cunningham:
An integrated tool for microarray data clustering and cluster validity assessment . Bioinform. 21(4): 451-455 (2005) - [j22]Nadia Bolshakova, Francisco Azuaje, Padraig Cunningham:
A knowledge-driven approach to cluster validity assessment. Bioinform. 21(10): 2546-2547 (2005) - [j21]Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham:
Diversity in search strategies for ensemble feature selection. Inf. Fusion 6(1): 83-98 (2005) - [j20]Sarah Jane Delany, Padraig Cunningham, Alexey Tsymbal, Lorcan Coyle:
A case-based technique for tracking concept drift in spam filtering. Knowl. Based Syst. 18(4-5): 187-195 (2005) - [j19]Ramón López de Mántaras, Padraig Cunningham, Petra Perner:
Emergent case-based reasoning applications. Knowl. Eng. Rev. 20(3): 325-328 (2005) - [c62]Kenneth Bryan, Padraig Cunningham, Nadia Bolshakova:
Biclustering of Expression Data Using Simulated Annealing. CBMS 2005: 383-388 - [c61]Dónal Doyle, Padraig Cunningham, Paul Walsh:
An Evaluation of the Usefulness of Explanation in a CBR System for Decision-Support in Bronchiolitis Treatment. ICCBR Workshops 2005: 32-41 - [c60]Sarah Jane Delany, Padraig Cunningham, Dónal Doyle, Anton Zamolotskikh:
Generating Estimates of Classification Confidence for a Case-Based Spam Filter. ICCBR 2005: 177-190 - [c59]Conor Hayes, Paolo Avesani, Emiliano Baldo, Padraig Cunningham:
Re-using Implicit Knowledge in Short-Term Information Profiles for Context-Sensitive Tasks. ICCBR 2005: 312-326 - [c58]Conor Nugent, Padraig Cunningham, Dónal Doyle:
The Best Way to Instil Confidence Is by Being Right. ICCBR 2005: 368-381 - [c57]Michael Carney, Padraig Cunningham, Jim Dowling, Ciaran Lee:
Predicting probability distributions for surf height using an ensemble of mixture density networks. ICML 2005: 113-120 - [c56]Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham:
Sequential Genetic Search for Ensemble Feature Selection. IJCAI 2005: 877-882 - [c55]Derek Greene, Padraig Cunningham:
Producing Accurate Interpretable Clusters from High-Dimensional Data. PKDD 2005: 486-494 - [c54]Neil McDonnell, Pádraig Cunningham:
Using Case Differences for Regression in CBR Systems. SGAI Conf. 2005: 219-232 - 2004
- [j18]Padraig Cunningham:
Introduction: The 14th Artificial Intelligence and Cognitive Science Conference (AICS-03). Artif. Intell. Rev. 21(3-4): 191-192 (2004) - [j17]Chris Fairclough, Padraig Cunningham:
A Multiplayer O.P.I.A.T.E. Int. J. Intell. Games Simul. 3(2): 54-61 (2004) - [j16]Conor Hayes, Padraig Cunningham:
Context boosting collaborative recommendations. Knowl. Based Syst. 17(2-4): 131-138 (2004) - [c53]Derek Greene, Alexey Tsymbal, Nadia Bolshakova, Padraig Cunningham:
Ensemble Clustering in Medical Diagnostics. CBMS 2004: 576-581 - [c52]Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham:
Diversity in Random Subspacing Ensembles. DaWaK 2004: 309-319 - [c51]Lorcan Coyle, Dónal Doyle, Padraig Cunningham:
Representing Similarity for CBR in XML. ECCBR 2004: 119-127 - [c50]Sarah Jane Delany, Padraig Cunningham:
An Analysis of Case-Base Editing in a Spam Filtering System. ECCBR 2004: 128-141 - [c49]Dónal Doyle, Padraig Cunningham, Derek G. Bridge, Yusof Rahman:
Explanation Oriented Retrieval. ECCBR 2004: 157-168 - [c48]Lorcan Coyle, Padraig Cunningham:
Improving Recommendation Ranking by Learning Personal Feature Weights. ECCBR 2004: 560-572 - [c47]Marco Grimaldi, Padraig Cunningham:
Experimenting with music taste prediction by user profiling. Multimedia Information Retrieval 2004: 173-180 - [c46]Nadia Bolshakova, Francisco Azuaje, Padraig Cunningham:
An integrated tool for microarray data clustering and cluster validity assessment. SAC 2004: 133-137 - [c45]Sarah Jane Delany, Pádraig Cunningham, Alexey Tsymbal, Lorcan Coyle:
A Case-Based Technique for Tracking Concept Drift in Spam Filtering. SGAI Conf. (Applications) 2004: 3-16 - [c44]John Loughrey, Padraig Cunningham:
Overfitting in Wrapper-Based Feature Subset Selection: The Harder You Try the Worse it Gets. SGAI Conf. 2004: 33-43 - 2003
- [j15]Robert Wall, Padraig Cunningham, Paul Walsh, Stephen Byrne:
Explaining the output of ensembles in medical decision support on a case by case basis. Artif. Intell. Medicine 28(2): 191-206 (2003) - [j14]Brian MacNamee, Padraig Cunningham:
Creating socially interactive no-player characters: The µ-SIV system. Int. J. Intell. Games Simul. 2(1): 28-35 (2003) - [c43]Alexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen:
Search Strategies for Ensemble Feature Selection in Medical Diagnostics. CBMS 2003: 124-129 - [c42]Chris Fairclough, Padraig Cunningham:
A Multiplayer Case Based Story Engine. GAME-ON 2003: 41- - [c41]Padraig Cunningham, Dónal Doyle, John Loughrey:
An Evaluation of the Usefulness of Case-Based Explanation. ICCBR 2003: 122-130 - [c40]Michael Fagan, Padraig Cunningham:
Case-Based Plan Recognition in Computer Games. ICCBR 2003: 161-170 - [c39]Brian MacNamee, Simon Dobbyn, Padraig Cunningham, Carol O'Sullivan:
Simulating Virtual Humans Across Diverse Situations. IVA 2003: 159-163 - [c38]Marco Grimaldi, Padraig Cunningham, Anil C. Kokaram:
A Wavelet Packet representation of audio signals for music genre classification using different ensemble and feature selection techniques. Multimedia Information Retrieval 2003: 102-108 - [c37]Conor Hayes, Pádraig Cunningham:
Context Boosting Collaborative Recommendations. SGAI Conf. (Applications) 2003: 49-62 - 2002
- [j13]Ralph Bergmann, Padraig Cunningham:
Acquiring Customers' Requirements in Electronic Commerce. Artif. Intell. Rev. 18(3-4): 163-193 (2002) - [j12]Brian MacNamee, Padraig Cunningham, Stephen Byrne, O. I. Corrigan:
The problem of bias in training data in regression problems in medical decision support. Artif. Intell. Medicine 24(1): 51-70 (2002) - [c36]Chris Fairclough, Padraig Cunningham:
An Interactive Story Engine. AICS 2002: 171-176 - [c35]Conor Hayes, Padraig Cunningham, Patrick Clerkin, Marco Grimaldi:
Programme driven music radio. ECAI 2002: 633-637 - [c34]Padraig Cunningham, Conor Hayes:
Recommendation in Context. ECCBR Workshops 2002: 18-19 - [c33]Gabriele Zenobi, Padraig Cunningham:
An Approach to Aggregating Ensembles of Lazy Learners That Supports Explanation. ECCBR 2002: 436-447 - [c32]Lorcan Coyle, Padraig Cunningham, Conor Hayes:
A Case-Based Personal Travel Assistant for Elaborating User Requirements and Assessing Offers. ECCBR 2002: 505-518 - [c31]Brian MacNamee, Padraig Cunningham:
The u-SIG System; A Connectionist Driven Simulation of Socially Interactive Agents. GAME-ON 2002 - [c30]Robert Wall, Padraig Cunningham, Paul Walsh:
Explaining Predictions from a Neural Network Ensemble One at a Time. PKDD 2002: 449-460 - 2001
- [j11]Stephen Oman, Padraig Cunningham:
Using Case Retrieval to Seed Genetic Algorithms. Int. J. Comput. Intell. Appl. 1(1): 71-82 (2001) - [j10]Conor Hayes, Padraig Cunningham:
Smart radio - community based music radio. Knowl. Based Syst. 14(3-4): 197-201 (2001) - [j9]Padraig Cunningham, Ralph Bergmann, Sascha Schmitt, Ralph Traphöner, Sean Breen, Barry Smyth:
WEBSELL: Intelligent Sales Assistants for the World Wide Web. Künstliche Intell. 15(1): 28-32 (2001) - [j8]Barry Smyth, Mark T. Keane, Padraig Cunningham:
Hierarchical Case-Based Reasoning Integrating Case-Based and Decompositional Problem-Solving Techniques for Plant-Control Software Design. IEEE Trans. Knowl. Data Eng. 13(5): 793-812 (2001) - [c29]Gabriele Zenobi, Padraig Cunningham:
Using Diversity in Preparing Ensembles of Classifiers Based on Different Feature Subsets to Minimize Generalization Error. ECML 2001: 576-587 - [c28]Padraig Cunningham, Gabriele Zenobi:
Case Representation Issues for Case-Based Reasoning from Ensemble Research. ICCBR 2001: 146-157 - [c27]Conor Hayes, Padraig Cunningham, Barry Smyth:
A Case-Based Reasoning View of Automated Collaborative Filtering. ICCBR 2001: 234-248 - 2000
- [j7]Padraig Cunningham, John Carney, Saji Jacob:
Stability problems with artificial neural networks and the ensemble solution. Artif. Intell. Medicine 20(3): 217-225 (2000) - [j6]John Carney, Padraig Cunningham:
Tuning Diversity in Bagged Ensembles. Int. J. Neural Syst. 10(4): 267-279 (2000) - [c26]Padraig Cunningham, John Carney:
Diversity versus Quality in Classification Ensembles Based on Feature Selection. ECML 2000: 109-116 - [c25]Michelle Doyle, Padraig Cunningham:
A Dynamic Approach to Reducing Dialog in On-Line Decision Guides. EWCBR 2000: 49-60
1990 – 1999
- 1999
- [j5]Padraig Cunningham, Andrea Bonzano:
Knowledge engineering issues in developing a case-based reasoning application. Knowl. Based Syst. 12(7): 371-379 (1999) - [c24]John Carney, Padraig Cunningham:
The NeuralBAG algorithm: optimizing generalization performance in bagged neural networks. ESANN 1999: 135-140 - [c23]Conor Hayes, Padraig Cunningham:
Shaping a CBR View with XML. ICCBR 1999: 468-481 - [c22]John Carney, Padraig Cunningham, Umesh Bhagwan:
Confidence and prediction intervals for neural network ensembles. IJCNN 1999: 1215-1218 - 1998
- [j4]Padraig Cunningham:
A case study on the use of model-based systems for electronic fault diagnosis. Artif. Intell. Eng. 12(3): 283-295 (1998) - [j3]Donal Finn, Padraig Cunningham:
Solution reuse for model generation in numerical simulation. Artif. Intell. Eng. 12(3): 297-314 (1998) - [j2]Shane MacNamara, Padraig Cunningham, John Byrne:
Neural Networks for Language Identification: A Comparative Study. Inf. Process. Manag. 34(4): 395-403 (1998) - [j1]Padraig Cunningham, Barry Smyth, Andrea Bonzano:
An incremental retrieval mechanism for case-based electronic fault diagnosis. Knowl. Based Syst. 11(3-4): 239-248 (1998) - [c21]Shaw Green, Padraig Cunningham, Fergal Somers:
Agent Mediated Collaborative Web Page Filtering. CIA 1998: 195-205 - [c20]Andrea Bonzano, Padraig Cunningham:
Hierarchical CBR for Multiple Aircraft Conflict Resolution. ECAI 1998: 58-62 - [c19]Wolfgang Wilke, Barry Smyth, Padraig Cunningham:
Using Configuration Techniques for Adaptation. Case-Based Reasoning Technology 1998: 139-168 - [c18]Padraig Cunningham:
CBR: Strengths and Weaknesses. IEA/AIE (Vol. 2) 1998: 517-524 - [c17]Mark Venguerov, Padraig Cunningham:
Generalised Syntactiv Pattern Recognition as a Unifying Approach in Image Analysis. SSPR/SPR 1998: 913-920 - [e1]Barry Smyth, Padraig Cunningham:
Advances in Case-Based Reasoning, 4th European Workshop, EWCBR-98, Dublin, Ireland, September 1998, Proceedings. Lecture Notes in Computer Science 1488, Springer 1998, ISBN 3-540-64990-5 [contents] - 1997
- [c16]Andrea Bonzano, Padraig Cunningham, Barry Smyth:
Learning Feature Weights for CBR: Global versus Local. AI*IA 1997: 417-426 - [c15]Andrea Bonzano, Padraig Cunningham, Barry Smyth:
Using Introspective Learning to Improve Retrieval in CBR: A Case Study in Air Traffic Control. ICCBR 1997: 291-302 - [c14]Leon Hurst, Padraig Cunningham, Fergal Somers:
Mobile Agents - Smart Messages. Mobile Agents 1997: 111-122 - 1996
- [c13]Bróna Collins, Pádraig Cunningham, Tony Veale:
An example-based approach to machine translation. AMTA 1996 - [c12]Andrea Bonzano, Padraig Cunningham, Colin Meckiff:
ISAC: A CBR System for Decision Support in Air Traffic Control. EWCBR 1996: 44-57 - [c11]Bróna Collins, Padraig Cunningham:
Adaptation Guided Retrieval in EBMT: A Case-Based Approach to Machine Translation. EWCBR 1996: 91-104 - [c10]Barry Smyth, Padraig Cunningham:
The Utility Problem Analysed: A Case-Based Reasoning Perspective. EWCBR 1996: 392-399 - 1995
- [c9]Padraig Cunningham, Barry Smyth, Neil J. Hurley:
On the use of CBR in optimisation problems such as the TSP. ICCBR 1995: 401-410 - [c8]Kathleen Hanney, Mark T. Keane, Barry Smyth, Padraig Cunningham:
Systems, Tasks and Adaptation Knowledge: Revealing Some Revealing Dependencies. ICCBR 1995: 461-470 - 1994
- [c7]Padraig Cunningham, Barry Smyth, Tony Veale:
On the Limitations of Memory Based Reasoning. EWCBR 1994: 75-86 - [c6]Barry Smyth, Padraig Cunningham:
A Comparison of Incremental Case-Based Reasoning and Inductive Learning. EWCBR 1994: 151-164 - 1993
- [c5]Padraig Cunningham, Donal Finn, Seán Slattery:
Knowledge Engineering Requirements in Derivational Analogy. EWCBR 1993: 234-245 - 1992
- [c4]Tony Veale, Padraig Cunningham:
Competitive Hypothesis Resolution in TWIG, a Blackboard-Driven Text Understanding System. ECAI 1992: 561-563 - [c3]Barry Smyth, Padraig Cunningham:
Déjà Vu: A Hierarchical Case-Based Reasoning System for Software Design. ECAI 1992: 587-589 - 1991
- [c2]Padraig Cunningham, Tony Veale:
Organizational Issues Arising from the Integration of the Lexicon and Concept Network in a Text Understanding System. IJCAI 1991: 986-991
1980 – 1989
- 1987
- [c1]Padraig Cunningham:
Qualitative Reasoning in Electronic Fault Diagnosis. IJCAI 1987: 443-445
Coauthor Index
[c129] [c128] [c127] [c126] [i25] [j52] [c125] [i23] [c124] [c121] [c120] [i22] [i20] [i19] [i18] [c114] [c113] [i16] [i14] [i12] [i11] [i9] [c108] [c107] [c106] [i5] [i3] [i2] [j46] [c102] [c101] [c99] [i1] [j44] [j43] [j40] [c97] [c96] [c94] [c93] [c92] [c89] [c84] [j35] [c83] [c81] [p2] [c76] [c69] [c64] [c55] [c53]
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