M. J. R. Healy

Technical University of Denmark — Denmark

Computer Science · Physical Sciences

25h-index4.7kcitations150works2.62yr avg
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Research Topics

Neural Networks and Applications(48), Fuzzy Logic and Control Systems(12), Rough Sets and Fuzzy Logic(8), Cognitive Science and Education Research(8), Semantic Web and Ontologies(6)

Publications150 total

Cost-Effective Active Learning for Cable Network Impairment Data
2025
A gown called malice: undergraduate PE students’ belonging in university, social-class and race
Sport in Society·2025
Addressing data scarcity in ML-based failure-cause identification in optical networks through generative models
Optical Fiber Technology·2025· 5 citedOpen Access
PandORA: Automated Design and Comprehensive Evaluation of Deep Reinforcement Learning Agents for Open RAN
IEEE Transactions on Mobile Computing·2024· 8 cited
PandORA: Automated Design and Comprehensive Evaluation of Deep Reinforcement Learning Agents for Open RAN
arXiv (Cornell University)·2024Open Access
A Comparative Analysis of Deep Reinforcement Learning-Based xApps in O-RAN
2023· 14 cited
A Comparative Analysis of Deep Reinforcement Learning-based xApps in O-RAN
arXiv (Cornell University)·2023· 1 citedOpen Access
Encoding a magic state with beyond break-even fidelity
2023· 2 citedOpen Access
Letter to the editor on the guidance of Monospot requesting following a two‐year retrospective analysis conducted in the Mercy University Hospital (<scp>MUH</scp>), Cork, Ireland
British Journal of Haematology·2023· 1 citedOpen Access
Evaluating How Fine-tuning on Bimodal Data Effects Code Generation
arXiv (Cornell University)·2022Open Access
Infectious Mononucleosis: diagnosis and clinical interpretation
British Journal of Biomedical Science·2021· 64 cited
Using an Affective Computing Taxonomy Management System to Support Data Management in Personality Traits
2019· 1 cited
Episodic memory: A hierarchy of spatiotemporal concepts
Neural Networks·2019· 8 cited
Enable Advanced QoS-Aware Network Slicing in 5G Networks for Slice-Based Media Use Cases
IEEE Transactions on Broadcasting·2019· 89 citedOpen Access
A Machine Learning Emotion Detection Platform to Support Affective Well Being
2018· 32 cited
SenseCare: Using Automatic Emotional Analysis to Provide Effective Tools for Supporting
2018· 10 cited
Local and distributed concept representation via colimits: An example
Neurocomputing·2018· 2 cited
Lateral Priming Adaptive Resonance Theory (LAPART)-2: Innovation in Art
2018· 2 cited
Comparison of Survival Indicators Between Myocardial Infarction Patients and Septic Patients Who Received Veno-Arterial Extracorporeal Membrane Oxygenation Treatment
2018
Lactate Trends in Veno-Arterial Extracorporeal Membrane Oxygenation Patients Presenting with Sepsis
2018
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Frequent Co-authors

Thomas P. Caudell(12), Paul Walsh(4), Stephen Verzi(4), Gregory L. Heileman(3), Ryan Donovan(2), Huiru Zheng(2), Keith Williamson(2), Michael Georgiopoulos(2), Shawn E. Taylor(2), Yunhai Xiao(2), John M. Chambers(1), William S. Cleveland(1), Brian M. Kleiner(1), Paul A. Tukey(1), E. A. Robinson(1), David C. Hoaglin(1), Frederick Mosteller(1), John W. Tukey(1), Jon Rasbash(1), Min Yang(1)