Brian Mac Namee

Brian Mac Namee

University College Dublin

H-index: 29

Europe-Ireland

About Brian Mac Namee

Brian Mac Namee, With an exceptional h-index of 29 and a recent h-index of 21 (since 2020), a distinguished researcher at University College Dublin, specializes in the field of artificial intelligence, machine learning, active learning, human in the loop.

His recent articles reflect a diverse array of research interests and contributions to the field:

An Overview of Machine Learning Techniques for Onboard Anomaly Detection in Satellite Telemetry

Learning from Exemplary Explanations

Exploring Optimal Configurations in Active Learning for Medical Imaging

AI in Haematology

Early detection of subclinical mastitis in lactating dairy cows using cow-level features

Do Cows Have Fingerprints? Using Time Series Techniques and Milk Flow Profiles to Characterise Cow Milking Performance and Detect Health Issues

Unveiling the Relationship Between News Recommendation Algorithms and Media Bias: A Simulation-Based Analysis of the Evolution of Bias Prevalence

Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images

Brian Mac Namee Information

University

Position

___

Citations(all)

4045

Citations(since 2020)

2739

Cited By

2150

hIndex(all)

29

hIndex(since 2020)

21

i10Index(all)

66

i10Index(since 2020)

41

Email

University Profile Page

University College Dublin

Google Scholar

View Google Scholar Profile

Brian Mac Namee Skills & Research Interests

artificial intelligence

machine learning

active learning

human in the loop

Top articles of Brian Mac Namee

Title

Journal

Author(s)

Publication Date

An Overview of Machine Learning Techniques for Onboard Anomaly Detection in Satellite Telemetry

James Murphy

John E Ward

Brian Mac Namee

2023/10/2

Learning from Exemplary Explanations

Misgina Tsighe Hagos

Kathleen M Curran

Brian Mac Namee

2023/7/12

Exploring Optimal Configurations in Active Learning for Medical Imaging

Alec Parise

Brian Mac Namee

2023/11/8

AI in Haematology

AI in Clinical Medicine: A Practical Guide for Healthcare Professionals

Paulina B Szklanna

Luisa Weiss

Brian Mac Namee

Rehman Faryal

Barry Kevane

...

2023/5/12

Early detection of subclinical mastitis in lactating dairy cows using cow-level features

Journal of Dairy Science

Arjun Pakrashi

Cathal Ryan

Christophe Gueret

Donagh Berry

Medb Corcoran

...

2023/7

Do Cows Have Fingerprints? Using Time Series Techniques and Milk Flow Profiles to Characterise Cow Milking Performance and Detect Health Issues

Changhong Jin

John Upton

Brian Mac Namee

2023/9/18

Unveiling the Relationship Between News Recommendation Algorithms and Media Bias: A Simulation-Based Analysis of the Evolution of Bias Prevalence

Qin Ruan

Brian Mac Namee

Ruihai Dong

2023/11/8

Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images

arXiv e-prints

Misgina Tsighe Hagos

Niamh Belton

Ronan P Killeen

Kathleen M Curran

Brian Mac Namee

2023/4

Punifiedner: A prompting-based unified ner system for diverse datasets

Proceedings of the AAAI Conference on Artificial Intelligence

Jinghui Lu

Rui Zhao

Brian Mac Namee

Fei Tan

2023/6/26

Distance-Aware eXplanation Based Learning

Misgina Tsighe Hagos

Niamh Belton

Kathleen M Curran

Brian Mac Namee

2023/9/11

No More Pencils No More Books: Capabilities of Generative AI on Irish and UK Computer Science School Leaving Examinations

Joyce Mahon

Brian Mac Namee

Brett A Becker

2023/9/7

Reducing Media Bias in News Headlines

Qin Ruan

Brian Mac Namee

Ruihai Dong

2023/12/7

Unlearning Spurious Correlations in Chest X-ray Classification

Misgina Tsighe Hagos

Kathleen M Curran

Brian Mac Namee

2023/8/2

The Influence of Media Bias on News Recommender Systems

Qin Ruan

Brian Mac Namee

Ruihai Dong

2023/6/18

ML-KFHE: Multi-label ensemble classification algorithm exploiting sensor fusion properties of the Kalman filter

SN Computer Science

Arjun Pakrashi

Brian Mac Namee

2023/10/26

Explaining knock-on effects of bias mitigation

arXiv preprint arXiv:2312.00765

Svetoslav Nizhnichenkov

Rahul Nair

Elizabeth Daly

Brian Mac Namee

2023/12/1

Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer’s Disease from MRI Images

Misgina Tsighe Hagos

Niamh Belton

Ronan P Killeen

Kathleen M Curran

Brian Mac Namee

...

2023/11/8

Investigating Temporal Features of Carotid Intima-Media Thickness from Ultrasound Imaging with Recurrent Neural Networks

Min Jing

Kathryn Owen

Brian Mac Namee

Iab BA Menown

James McLaughlin

2023/7/24

Real-time bidding campaigns optimization using user profile settings

Electronic Commerce Research

Luis Miralles-Pechuán

M Atif Qureshi

Brian Mac Namee

2023/6

CowMesh: a data-mesh architecture to unify dairy industry data for prediction and monitoring

Frontiers in Artificial Intelligence

Arjun Pakrashi

Duncan Wallace

Brian Mac Namee

Derek Greene

Christophe Guéret

2023/10/4

See List of Professors in Brian Mac Namee University(University College Dublin)

Co-Authors

H-index: 70
Padraig Cunningham

Padraig Cunningham

University College Dublin

H-index: 60
Brian Caulfield

Brian Caulfield

University College Dublin

H-index: 53
Jim McLaughlin

Jim McLaughlin

Ulster University

H-index: 41
Carol O'Sullivan

Carol O'Sullivan

Trinity College

H-index: 34
Derek Greene

Derek Greene

University College Dublin

H-index: 28
Christopher Edward Peters

Christopher Edward Peters

Kungliga Tekniska högskolan

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