Brian Mac Namee

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John D. KelleherProfessor of Computer Science, Trinity College Dublin, IrelandDirección de correo verificada de tcd.ie
Sarah Jane DelanyTechnological University DublinDirección de correo verificada de tudublin.ie
Dr Elizabeth HunterData Scientist, Technological University DublinDirección de correo verificada de tudublin.ie
Arjun PakrashiAssistant Professor, University College Dublin, School of Computer ScienceDirección de correo verificada de ucd.ie
Padraig CunninghamProfessor of Knowledge and Data Engineering, University College DublinDirección de correo verificada de ucd.ie
Jinghui LuByteDance Inc., School of Computer Science, University College DublinDirección de correo verificada de bytedance.com
Rong HUDublin Institute of Technology, Ireland; St. John's University, USADirección de correo verificada de dit.ie
Patrick LindstromPostdoctoral researcher at Dublin Institute of TechnologyDirección de correo verificada de dit.ie
Derek GreeneAssociate Professor, School of Computer Science, University College Dublin, IrelandDirección de correo verificada de ucd.ie
Kenneth KennedyPhD research student, Dublin Institute of Technology, IrelandDirección de correo verificada de cso.ie
Carol O'SullivanTrinity College DublinDirección de correo verificada de cs.tcd.ie
Kathleen CurranLecturer, University College DublinDirección de correo verificada de ucd.ie
Misgina Tsighe HagosPhD Candidate, UCD, ML-Labs SFI Centre for research training in MLDirección de correo verificada de ucdconnect.ie
Brian CaulfieldUniversity College DublinDirección de correo verificada de ucd.ie
Mohamed SaadeldinUniversity College DublinDirección de correo verificada de kaust.edu.sa
Jim McLaughlinUlster UniversityDirección de correo verificada de ulster.ac.uk
Ellen RusheAssistant Professor, School of Computing, Dublin City UniversityDirección de correo verificada de dcu.ie
Christopher Edward PetersProfessor at KTH Royal Institute of Technology, StockholmDirección de correo verificada de kth.se
John MitrosInsightDirección de correo verificada de insight-centre.org
Oisin BoydellDirector of Applied Research, CeADAR - Ireland's Centre for AI, University College DublinDirección de correo verificada de ucd.ie

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Brian Mac Namee

University College Dublin

Dirección de correo verificada de ucd.ie - Página principal

artificial intelligence machine learning active learning human in the loop


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Fundamentals of machine learning for predictive data analytics: algorithms, worked examples, and case studies JD Kelleher, B Mac Namee, A D'arcy MIT press, 2020	1395	2020
Deep learning at the shallow end: Malware classification for non-domain experts Q Le, O Boydell, B Mac Namee, M Scanlon Digital Investigation 26, S118-S126, 2018	227	2018
A taxonomy for agent-based models in human infectious disease epidemiology E Hunter, B Mac Namee, JD Kelleher Journal of Artificial Societies and Social Simulation 20 (3), 2017	161	2017
An open-data-driven agent-based model to simulate infectious disease outbreaks E Hunter, B Mac Namee, J Kelleher PloS one 13 (12), e0208775, 2018	155*	2018
The problem of bias in training data in regression problems in medical decision support B Mac Namee, P Cunningham, S Byrne, OI Corrigan Artificial intelligence in medicine 24 (1), 51-70, 2002	128	2002
Stability of topic modeling via matrix factorization M Belford, B Mac Namee, D Greene Expert Systems with Applications 91, 159-169, 2018	110	2018
Research directions for AI in computer games C Fairclough, M Fagan, B Mac Namee, P Cunningham Trinity College Dublin, Department of Computer Science, 2001	107	2001
Levels of detail for crowds and groups C O'Sullivan, J Cassell, H Vilhjalmsson, J Dingliana, S Dobbyn, ... Computer Graphics Forum 21 (4), 733-741, 2002	104	2002
Drift detection using uncertainty distribution divergence P Lindstrom, B Mac Namee, SJ Delany Evolving Systems 4, 13-25, 2013	83	2013
Handling concept drift in a text data stream constrained by high labelling cost P Lindstrom, SJ Delany, B MacNamee FLAIRS. AAAI Press, Menlo Park, 2010	81	2010
Anomaly detection in raw audio using deep autoregressive networks E Rushe, B Mac Namee ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019	72	2019
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	64	2010
Active learning for text classification with reusability R Hu, B Mac Namee, SJ Delany Expert systems with applications 45, 438-449, 2016	61	2016
Using semi-supervised classifiers for credit scoring K Kennedy, BM Namee, SJ Delany Journal of the Operational Research Society 64 (4), 513-529, 2013	61	2013
A comparison of agent-based models and equation based models for infectious disease epidemiology E Hunter, B Mac Namee, JD Kelleher Technological University Dublin, 2018	58	2018
Academic performance prediction based on multisource, multifeature behavioral data L Zhao, K Chen, J Song, X Zhu, J Sun, B Caulfield, B Mac Namee IEEE Access 9, 5453-5465, 2020	53	2020
Proactive persistent agents-using situational intelligence to create support characters in character-centric computer games B Mac Namee University of Dublin, Trinity College. Department of Computer Science, 2004	53	2004
A proposal for an agent architecture for proactive persistent non player characters B Mac Namee, P Cunningham Trinity College Dublin, Department of Computer Science, 2001	52	2001
A window of opportunity: Assessing behavioural scoring K Kennedy, B Mac Namee, SJ Delany, M O’Sullivan, N Watson Expert Systems with Applications 40 (4), 1372-1380, 2013	51	2013
Learning without default: A study of one-class classification and the low-default portfolio problem K Kennedy, B Mac Namee, SJ Delany Irish conference on artificial intelligence and cognitive science, 174-187, 2009	50	2009

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