Sarah Jane Delany

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Padraig CunninghamProfessor of Knowledge and Data Engineering, University College DublinVerified email at ucd.ie
Brian Mac NameeUniversity College DublinVerified email at ucd.ie
susan mckeeverSenior lecturer at Technological University Dublin City CampusVerified email at tudublin.ie
Rong HUDublin Institute of Technology, Ireland; St. John's University, USAVerified email at dit.ie
Patrick LindstromPostdoctoral researcher at Dublin Institute of TechnologyVerified email at dit.ie
Lorcan CoyleFormally University College Dublin, University of Limerick, Trinity College DublinVerified email at lorcancoyle.org
Alexey TsymbalSiemens AGVerified email at siemens.com
Matthieu CordProfessor of Computer Science, Sorbonne UniversityVerified email at sorbonne-universite.fr
Jack O'NeillAssistant Lecturer, Technological University DublinVerified email at TUDublin.ie
Derek BridgeSenior Lecturer, University College Cork; Principal Investigator, Insight Centre for Data AnalyticsVerified email at cs.ucc.ie
Derek GreeneAssistant Professor, School of Computer Science, University College Dublin, IrelandVerified email at ucd.ie
Mark BuckleySiemens AGVerified email at siemens.com
Nicola SegataDepartment CIBIO, University of TrentoVerified email at unitn.it
Bruno OhanaADAPT Centre, Trinity College DublinVerified email at biologit.com
Niamh C NowlanProfessor of Biomedical Engineering, University College Dublin, IrelandVerified email at ucd.ie
Pierpaolo DondioLecturer, Technological University DublinVerified email at dit.ie
Santiago OntañónResearch Scientist, Google ResearchVerified email at google.com
Enrico BlanzieriDISI, Universiy of Trento, ItalyVerified email at disi.unitn.it
Lucas RizzoTechnological University DublinVerified email at tudublin.ie
Luca LongoTechnological University Dublin; Trinity College DublinVerified email at tudublin.ie

Sarah Jane Delany

Technological University Dublin

Verified email at tudublin.ie

machine learning case based reasoning text analytics concept drift bias


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
k-Nearest neighbour classifiers-A Tutorial P Cunningham, SJ Delany ACM computing surveys (CSUR) 54 (6), 1-25, 2021	972	2021
A case-based technique for tracking concept drift in spam filtering SJ Delany, P Cunningham, A Tsymbal, L Coyle Applications and Innovations in Intelligent Systems XII: Proceedings of AI …, 2005	291	2005
Supervised learning P Cunningham, M Cord, SJ Delany Machine learning techniques for multimedia: case studies on organization and …, 2008	267	2008
SMS spam filtering: Methods and data SJ Delany, M Buckley, D Greene Expert Systems with Applications 39 (10), 9899-9908, 2012	238	2012
A case-based approach to spam filtering that can track concept drift P Cunningham, N Nowlan, SJ Delany, M Haahr The ICCBR 3, 03-2003, 2003	179	2003
An analysis of case-base editing in a spam filtering system SJ Delany, P Cunningham Advances in Case-Based Reasoning: 7th European Conference, ECCBR 2004 …, 2004	110	2004
An assessment of case-based reasoning for spam filtering SJ Delany, P Cunningham, L Coyle Artificial Intelligence Review 24 (3-4), 359-378, 2005	108	2005
Generating estimates of classification confidence for a case-based spam filter SJ Delany, P Cunningham, D Doyle, A Zamolotskikh Case-Based Reasoning Research and Development: 6th International Conference …, 2005	103	2005
Handling concept drift in a text data stream constrained by high labelling cost P Lindstrom, SJ Delany, B Mac Namee Twenty-Third International FLAIRS Conference, 2010	70	2010
Drift detection using uncertainty distribution divergence P Lindstrom, B Mac Namee, SJ Delany Evolving Systems 4, 13-25, 2013	68	2013
Noise reduction for instance-based learning with a local maximal margin approach N Segata, E Blanzieri, SJ Delany, P Cunningham Journal of Intelligent Information Systems 35, 301-331, 2010	68	2010
Modeling mental workload via rule-based expert system: a comparison with NASA-TLX and workload profile L Rizzo, P Dondio, SJ Delany, L Longo Artificial Intelligence Applications and Innovations: 12th IFIP WG 12.5 …, 2016	61	2016
An assessment of case-based reasoning for short text message classification M Healy, S Delany, A Zamolotskikh Procs. of 16th Irish Conference on Artificial Intelligence and Cognitive …, 2005	56	2005
A Comparison of Ensemble and Case-Base Maintenance Techniques for Handling Concept Drift in Spam Filtering. SJ Delany, P Cunningham, A Tsymbal FLAIRS Conference, 340-345, 2006	52	2006
Active learning for text classification with reusability R Hu, B Mac Namee, SJ Delany Expert systems with applications 45, 438-449, 2016	49	2016
Using crowdsourcing for labelling emotional speech assets A Tarasov, SJ Delany, C Cullen W3C workshop on Emotion ML, 2010	48	2010
Off to a good start: Using clustering to select the initial training set in active learning R Hu, B Mac Namee, SJ Delany Twenty-Third International FLAIRS Conference, 2010	48	2010
Using semi-supervised classifiers for credit scoring K Kennedy, BM Namee, SJ Delany Journal of the Operational Research Society 64, 513-529, 2013	46	2013
Learning without default: A study of one-class classification and the low-default portfolio problem K Kennedy, B Mac Namee, SJ Delany Artificial Intelligence and Cognitive Science: 20th Irish Conference, AICS …, 2010	45	2010
Harnessing the power of text mining for the detection of abusive content in social media H Chen, S Mckeever, SJ Delany Advances in Computational Intelligence Systems: Contributions Presented at …, 2017	42	2017

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