Marianne Lyne Manaog

University of Essex — United Kingdom

Health Professions · Health Sciences

5h-index234citations11works2.32yr avg
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Research Topics

Artificial Intelligence in Healthcare(4), Imbalanced Data Classification Techniques(4), Speech Recognition and Synthesis(2), Voice and Speech Disorders(2), Energy Load and Power Forecasting(2)

Publications11 total

Funnel Random Forest: Inliers-Focused Ensemble Learning for Improved Prognostics of Heart Failure
2025Open Access
A Review on Explainable Machine Learning-Driven Systems to Detect Parkinson's Disease from Speech Signals
SSRN Electronic Journal·2025· 1 citedOpen Access
Optimal Machine Learning- and Deep Learning-driven algorithms for predicting the future value of investments: A systematic review and meta-analysis
Engineering Applications of Artificial Intelligence·2024· 7 cited
An Activation-Driven K-Nearest Neighbour to Enhance Imbalanced Data Classification
SSRN Electronic Journal·2024· 1 citedOpen Access
Innovative feature-driven machine learning and deep learning for finance, education, and healthcare
Neural Computing and Applications·2023· 4 citedOpen Access
Optimal Machine Learning- and Deep Learning- driven algorithms for predicting the future value of investments: A systematic review and meta-analysis
Research Square (Research Square)·2023· 5 citedOpen Access
M-ar-K-PCA and M-ar-K-FastICA: Robust Feature Extraction for Classification of Non-Gaussian and Entropic Data
Research Square (Research Square)·2022Open Access
Funnel Random Forest: Inliers-Focused Ensemble Learning for Improved Prognostics of Heart Failure
SSRN Electronic Journal·2022· 1 citedOpen Access
A novel hybrid algorithm for aiding prediction of prognosis in patients with hepatitis
Neural Computing and Applications·2019· 26 cited
Feature-driven machine learning to improve early diagnosis of Parkinson's disease
Expert Systems with Applications·2018· 168 cited
Decision support system to improve postoperative discharge: A novel multi-class classification approach
Knowledge-Based Systems·2018· 21 cited

Frequent Co-authors

Luca Parisi(11), Narrendar RaviChandran(3), Mansour Youseffi(1)