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Comparative performance analysis of K-nearest neighbour (KNN) algorithm and its different variants for disease prediction

Scientific reports, 2022-04, Vol.12 (1), p.6256-6256, Article 6256

2022

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A weighted patient network-based framework for predicting chronic diseases using graph neural networks

Scientific reports, 2021-11, Vol.11 (1), p.22607-22607, Article 22607

2021

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Comparing different supervised machine learning algorithms for disease prediction

BMC medical informatics and decision making, 2019-12, Vol.19 (1), p.281-281, Article 281

2019

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Kriging Metamodeling in Rotordynamics: Application for Predicting Critical Speeds and Vibrations of a Flexible Rotor

Complexity (New York, N.Y.), 2018-01, Vol.2018 (2018), p.1-26

2018

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Confirming the statistically significant superiority of tree-based machine learning algorithms over their counterparts for tabular data

PloS one, 2024-04, Vol.19 (4), p.e0301541-e0301541

2024

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Dataset meta-level and statistical features affect machine learning performance

Scientific reports, 2024-01, Vol.14 (1), p.1670-1670, Article 1670

2024

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Machine learning in project analytics: a data-driven framework and case study

Scientific reports, 2022-09, Vol.12 (1), p.15252-13, Article 15252

2022

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How do economic and public finance statuses affect policy responses during a pandemic? - learning from the COVID-19 first wave

BMC public health, 2022-04, Vol.22 (1), p.785-11, Article 785

2022

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The Evolution of Price Competition Game on Complex Networks

Complexity (New York, N.Y.), 2018-01, Vol.2018 (2018), p.1-13

2018

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Network effects on scientific collaborations

PloS one, 2013-02, Vol.8 (2), p.e57546-e57546

2013

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Stakeholder engagement variability across public, private and public-private partnership projects: A data-driven network-based analysis

PloS one, 2023-01, Vol.18 (1), p.e0279916-e0279916

2023

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A novel approach for assessing fairness in deployed machine learning algorithms

Scientific reports, 2024-08, Vol.14 (1), p.17753-10, Article 17753

2024

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Disease Prediction Using Graph Machine Learning Based on Electronic Health Data: A Review of Approaches and Trends

Healthcare (Basel), 2023-04, Vol.11 (7), p.1031

2023

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A Comparative Performance Analysis of Data Resampling Methods on Imbalance Medical Data

IEEE access, 2021, Vol.9, p.109960-109975

2021

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A patient network-based machine learning model for disease prediction: The case of type 2 diabetes mellitus

Applied intelligence (Dordrecht, Netherlands), 2022-02, Vol.52 (3), p.2411-2422

2022

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Research interdisciplinarity: STEM versus non-STEM

Scientometrics, 2021-01, Vol.126 (1), p.603-618

2021

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Trend and efficiency analysis of co-authorship network

Scientometrics, 2012-02, Vol.90 (2), p.687-699

2012

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Ensemble Learning for Disease Prediction: A Review

Healthcare (Basel), 2023-06, Vol.11 (12), p.1808

2023

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Network approaches and interventions in healthcare settings: A systematic scoping review

PloS one, 2023-02, Vol.18 (2), p.e0282050-e0282050

2023

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Evolutionary Features for Dynamic Link Prediction in Social Networks

Applied sciences, 2023-03, Vol.13 (5), p.2913

2023

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Comorbidity progression patterns of major chronic diseases: The impact of age, gender and time-window

Chronic illness, 2023-06, Vol.19 (2), p.304-313

2023

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A Deep Convolutional Neural Network Method to Detect Seizures and Characteristic Frequencies Using Epileptic Electroencephalogram (EEG) Data

IEEE journal of translational engineering in health and medicine, 2021-01, Vol.9, p.1-12

2021

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Explainable Stacking-Based Model for Predicting Hospital Readmission for Diabetic Patients

Information (Basel), 2022-09, Vol.13 (9), p.436

2022

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Physician referral patterns and racial disparities in total hip replacement: A network analysis approach

PloS one, 2018-02, Vol.13 (2), p.e0193014-e0193014

2018

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An NLP-based novel approach for assessing national influence in clause dissemination across bilateral investment treaties

PloS one, 2024-03, Vol.19 (3), p.e0298380-e0298380

2024

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Comparative performance analysis of K-nearest neighbour (KNN) algorithm and its different variants for disease prediction

A weighted patient network-based framework for predicting chronic diseases using graph neural networks

Comparing different supervised machine learning algorithms for disease prediction

Kriging Metamodeling in Rotordynamics: Application for Predicting Critical Speeds and Vibrations of a Flexible Rotor

Confirming the statistically significant superiority of tree-based machine learning algorithms over their counterparts for tabular data

Dataset meta-level and statistical features affect machine learning performance

Machine learning in project analytics: a data-driven framework and case study

How do economic and public finance statuses affect policy responses during a pandemic? - learning from the COVID-19 first wave

The Evolution of Price Competition Game on Complex Networks

Network effects on scientific collaborations

Stakeholder engagement variability across public, private and public-private partnership projects: A data-driven network-based analysis

A novel approach for assessing fairness in deployed machine learning algorithms

Disease Prediction Using Graph Machine Learning Based on Electronic Health Data: A Review of Approaches and Trends

A Comparative Performance Analysis of Data Resampling Methods on Imbalance Medical Data

A patient network-based machine learning model for disease prediction: The case of type 2 diabetes mellitus

Research interdisciplinarity: STEM versus non-STEM

Trend and efficiency analysis of co-authorship network

Ensemble Learning for Disease Prediction: A Review

Network approaches and interventions in healthcare settings: A systematic scoping review

Evolutionary Features for Dynamic Link Prediction in Social Networks

Comorbidity progression patterns of major chronic diseases: The impact of age, gender and time-window

A Deep Convolutional Neural Network Method to Detect Seizures and Characteristic Frequencies Using Epileptic Electroencephalogram (EEG) Data

Explainable Stacking-Based Model for Predicting Hospital Readmission for Diabetic Patients

Physician referral patterns and racial disparities in total hip replacement: A network analysis approach

An NLP-based novel approach for assessing national influence in clause dissemination across bilateral investment treaties

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