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Assoc Professor Brian Mac Namee

Assoc Professor

Brian Mac Namee

Associate Professor
School of Computer Science
01 716 2315
University College Dublin, School of Computer Science, Science Centre - East Belfield Dublin 4

PUBLICATIONS

Showing 1-25 out of 106
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CONFERENCE PAPER
Anomaly Detection in Raw Audio Using Deep Autoregressive Networks
1 May 2019ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings2019-May:3597-3601
Rushe E, Namee BM
CONFERENCE PAPER
Are You in Pain? Predicting Pain and Stiffness from Wearable Sensor Activity Data
1 Jan 2019Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)11927 LNAI:183-197
Sett N, Mac Namee B, Calvo F, Caulfield B, Costello J...
JOURNAL ARTICLE
CascadeML: An Automatic Neural Network Architecture Evolution and Training Algorithm for Multi-label Classification (Best Technical Paper)
1 Jan 2019Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)11927 LNAI:3-17
Pakrashi A, Mac Namee B
JOURNAL ARTICLE
Correction: An open-data-driven agent-based model to simulate infectious disease outbreaks (PLoS ONE (2018) 13:12 (e0208775) DOI: 10.1371/journal.pone.0208775)
1 Jan 2019PLoS ONE14(1)
Hunter E, Namee BM, Kelleher J
BOOK
Foreword to applied data science, demo, and nectar tracks
1 Jan 2019Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)11053 LNAI:V-VI
Brefeld U, Curry E, Daly E, Macnamee B, Marascu A...
CONFERENCE PAPER
7 Dec 2018AIAA/IEEE Digital Avionics Systems Conference - Proceedings2018-September
Leones JL, Morales MP, D'Alto L, Escalonilla PS, Herrer DF...
JOURNAL ARTICLE
An open-data-driven agent-based model to simulate infectious disease outbreaks
1 Dec 2018PLoS ONE13(12)
Hunter E, Namee BM, Kelleher J
CONFERENCE PAPER
Scoped: Evaluating A Composite Visualisation of the Scope Chain Hierarchy Within Source Code
9 Nov 2018Proceedings - 6th IEEE Working Conference on Software Visualization, VISSOFT 2018117-121
Bacher I, Mac Namee B, Kelleher JD
CONFERENCE PAPER
The Code Mini-Map Visualisation: Encoding Conceptual Structures Within Source Code
9 Nov 2018Proceedings - 6th IEEE Working Conference on Software Visualization, VISSOFT 2018127-131
Bacher I, Mac Namee B, Kelleher JD
JOURNAL ARTICLE
Using a socioeconomic segregation burn-in model to initialise an agent-based model for infectious diseases
1 Oct 2018JASSS21(4)
Hunter E, Mac Namee B, Kelleher J
CONFERENCE PAPER
29 Jun 201819th IEEE International Conference on Mobile Data Management
Wang S, Grover A, Mac Namee B, Plantholt P, López-Leonés J...
CONFERENCE PAPER
Radial Basis Function Data Descriptor (RBFDD) Network: An Anomaly Detection Approach
28 Feb 2018Workshop on Outlier Detection De-constructed (ODD v5.0), KDD 2018
Mehran B, Mac Namee B
CONFERENCE PAPER
A comparison of agent-based models and equation based models for infectious disease epidemiology
1 Jan 2018CEUR Workshop Proceedings2259:33-44
Hunter E, MacNamee B, Kelleher J
JOURNAL ARTICLE
Deep learning at the shallow end: Malware classification for non-domain experts
1 Jan 2018Proceedings of the Digital Forensic Research Conference, DFRWS 2018 USAS118-S126
Le Q, Boydell O, Namee BM, Scanlon M
CONFERENCE PAPER
From rankings to ratings: Rank scoring via active learning
1 Jan 2018CEUR Workshop Proceedings2169:38-50
O’Neill J, Delany SJ, Namee BM
CONFERENCE PAPER
Identifying urban canopy coverage from satellite imagery using convolutional neural networks
1 Jan 2018CEUR Workshop Proceedings2259:315-326
Donnelly N, Nugent C, MacNamee B
CONFERENCE PAPER
1 Jan 2018CEUR Workshop Proceedings2259:114-125
Pakrashi A, Alghamdi E, MacNamee B, Greene D
JOURNAL ARTICLE
1 Jan 2018Expert Systems with Applications91:159-169
Belford M, Mac Namee B, Greene D
CONFERENCE PAPER
30 Oct 20172017 International Smart Cities Conference, ISC2 2017
Wang S, Namee BM
CONFERENCE PAPER
A Socioeconomic Segregation Model to Help Setup an Agent-Based Model for Infectious Diseases.
1 Sep 2017Social Simulation Conference 2017
CONFERENCE PAPER
1 Sep 20171st International Workshop on Learning with Imbalanced Domains: Theory and Applications Co-located with ECML/PKDD 2017
Pakrashi A, Mac Namee B
JOURNAL ARTICLE
A taxonomy for agent-based models in human infectious disease epidemiology
1 Jun 2017JASSS20(3)
Hunter E, Namee BM, Kelleher J
CONFERENCE PAPER
Scoped: Visualising the Scope Chain Within Source Code
1 Jun 2017EuroVis 2017
Showing 1-25 out of 106
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