Michael G Madden

About Michael G Madden

Michael G Madden, With an exceptional h-index of 30 and a recent h-index of 18 (since 2020), a distinguished researcher at National University of Ireland, Galway, specializes in the field of Artificial Intelligence, Machine Learning, Learning with Background Knowledge, Data Mining, Dynamic Bayesian Networks.

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

Depth Estimation using Weighted-loss and Transfer Learning

Beyond the Known: Adversarial Autoencoders in Novelty Detection

Enabling personalised disease diagnosis by combining a patient’s time-specific gene expression profile with a biomedical knowledge base

Unsupervised End-to-End Transformer based approach for Video Anomaly Detection

Assessing the usefulness of a large language model to query and summarize unstructured medical notes in intensive care

Development and assessment of the performance of a shared ventilatory system that uses clinically available components to individualize tidal volumes

Hybrid synthetic data generation pipeline that outperforms real data

Compression scenarios for federated learning in smart manufacturing

Michael G Madden Information

University

Position

Established Professor of Computer Science

Citations(all)

3569

Citations(since 2020)

1772

Cited By

2496

hIndex(all)

30

hIndex(since 2020)

18

i10Index(all)

50

i10Index(since 2020)

30

Email

University Profile Page

National University of Ireland, Galway

Google Scholar

View Google Scholar Profile

Michael G Madden Skills & Research Interests

Artificial Intelligence

Machine Learning

Learning with Background Knowledge

Data Mining

Dynamic Bayesian Networks

Top articles of Michael G Madden

Title

Journal

Author(s)

Publication Date

Depth Estimation using Weighted-loss and Transfer Learning

arXiv preprint arXiv:2404.07686

Muhammad Adeel Hafeez

Michael G Madden

Ganesh Sistu

Ihsan Ullah

2024/4/11

Beyond the Known: Adversarial Autoencoders in Novelty Detection

arXiv preprint arXiv:2404.04456

Muhammad Asad

Ihsan Ullah

Ganesh Sistu

Michael G Madden

2024/4/6

Enabling personalised disease diagnosis by combining a patient’s time-specific gene expression profile with a biomedical knowledge base

BMC bioinformatics

Ghanshyam Verma

Dietrich Rebholz-Schuhmann

Michael G Madden

2024/2/7

Unsupervised End-to-End Transformer based approach for Video Anomaly Detection

Muhammad Adeel Hafeez

Sajid Javed

Michael Madden

Ihsan Ullah

2023/11/29

Assessing the usefulness of a large language model to query and summarize unstructured medical notes in intensive care

Intensive care medicine

Michael G Madden

Bairbre A McNicholas

John G Laffey

2023/8

Development and assessment of the performance of a shared ventilatory system that uses clinically available components to individualize tidal volumes

BMC anesthesiology

David M Hannon

Tim Jones

Jack Conolly

Conor Judge

Talha Iqbal

...

2023/7/15

Hybrid synthetic data generation pipeline that outperforms real data

Journal of Electronic Imaging

Sai Abinesh Natarajan

Michael G Madden

2023/3/1

Compression scenarios for federated learning in smart manufacturing

Procedia Computer Science

Seif Allah EL Mesloul Nasri

Ihsan Ullah

Michael G Madden

2023/1/1

Graph convolutional networks: analysis, improvements and results

Applied Intelligence

Ihsan Ullah

Mario Manzo

Mitul Shah

Michael G Madden

2022/6

A heuristic charging cost optimization algorithm for residential charging of electric vehicles

Energies

Shahid Hussain

Subhasis Thakur

Saurabh Shukla

John G Breslin

Qasim Jan

...

2022/2/11

Dynamic Bayesian network learning to infer sparse models from time series gene expression data

IEEE/ACM transactions on computational biology and bioinformatics

Hamda B Ajmal

Michael G Madden

2021/6/28

Enhancing Semantic Segmentation of Aerial Images with Inhibitory Neurons

Ihsan Ullah

Sean Reilly

Michael G. Madden

2021/1/13

Coyote: A Dataset of Challenging Scenarios in Visual Perception for Autonomous Vehicles

Suruchi Gupta

Ihsan Ullah

Michael G Madden

2021

Machine learning classifier models: the future for acute respiratory distress syndrome phenotyping?

Bairbre McNicholas

Michael G Madden

John G Laffey

2020/10/1

A pedagogy of data and Artificial Intelligence for student subjectification

Teaching in Higher Education

Mary Loftus

Michael G Madden

2020/5/18

Robust classification of high-dimensional spectroscopy data using deep learning and data synthesis

Journal of chemical information and modeling

James Houston

Frank G Glavin

Michael G Madden

2020/3/6

Inferring dynamic gene regulatory networks with low-order conditional independencies–an evaluation of the method

Statistical Applications in Genetics and Molecular Biology

Hamda B Ajmal

Michael G Madden

2020/12/29

Classification of cybercrime indicators in open social data

Ihsan Ullah

Caoilfhionn Lane

Teodora Sandra Buda

Brett Drury

Marc Mellotte

...

2020/10/1

See List of Professors in Michael G Madden University(National University of Ireland, Galway)

Co-Authors

H-index: 105
Geoffrey Manley

Geoffrey Manley

University of California, San Francisco

H-index: 90
Stuart Russell

Stuart Russell

University of California, Berkeley

H-index: 90
John Laffey

John Laffey

National University of Ireland, Galway

H-index: 36
Alan G. Ryder

Alan G. Ryder

National University of Ireland, Galway

H-index: 34
Jim Duggan

Jim Duggan

National University of Ireland, Galway

H-index: 26
Shehroz S. Khan

Shehroz S. Khan

University of Toronto

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