NORYANTI MUHAMMAD

NORYANTI MUHAMMAD

Universiti Malaysia Pahang

H-index: 8

Asia-Malaysia

About NORYANTI MUHAMMAD

NORYANTI MUHAMMAD, With an exceptional h-index of 8 and a recent h-index of 7 (since 2020), a distinguished researcher at Universiti Malaysia Pahang, specializes in the field of Statistics, Data Analytics, Applied Statistics.

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

A comparative study of classical and robust principal component analysis in historical multivariate data

Heart disease prediction using ensemble of k-nearest neighbour, random forest and logistic regression method

Estimation of the epidemiological parameter for the COVID-19 outbreak

Identifying factors that influence students’ performance through multiple linear model

Advancing machine learning for identifying cardiovascular disease via granular computing

Application of risk-based inspection using API 581 methodology to a pressure vessel in petrochemical plant

Artificial intelligence and edge computing for machine maintenance-review

Parametrization of the stochastic SIRD model for COVID-19 outbreak using Markov Chain Monte Carlo method

NORYANTI MUHAMMAD Information

University

Position

___

Citations(all)

219

Citations(since 2020)

151

Cited By

99

hIndex(all)

8

hIndex(since 2020)

7

i10Index(all)

8

i10Index(since 2020)

6

Email

University Profile Page

Universiti Malaysia Pahang

Google Scholar

View Google Scholar Profile

NORYANTI MUHAMMAD Skills & Research Interests

Statistics

Data Analytics

Applied Statistics

Top articles of NORYANTI MUHAMMAD

Title

Journal

Author(s)

Publication Date

A comparative study of classical and robust principal component analysis in historical multivariate data

AIP Conference Proceedings

Nurulhaida Zakaria

Wan Nur Syahidah Wan Yusoff

Noryanti Muhammad

2024/3/7

Heart disease prediction using ensemble of k-nearest neighbour, random forest and logistic regression method

AIP Conference Proceedings

Mohd Syafiq Asyraf Suhaimi

Nor Azuana Ramli

Noryanti Muhammad

2024/3/7

Estimation of the epidemiological parameter for the COVID-19 outbreak

AIP Conference Proceedings

Muhammad Fahmi Ahmad Zuber

Norhayati Rosli

Noryanti Muhammad

2024/3/7

Identifying factors that influence students’ performance through multiple linear model

Heliyon

Khadeejah Alaslani

Maha Alandejani

2020/4/1

Advancing machine learning for identifying cardiovascular disease via granular computing

IAES International Journal of Artificial Intelligence

Ku Muhammad Naim Ku Khalif

Noryanti Muhammad

Mohd Khairul Bazli Mohd Aziz

Mohammad Isa Irawan

Mohammad Iqbal

...

2024/6

Application of risk-based inspection using API 581 methodology to a pressure vessel in petrochemical plant

AIP Conference Proceedings

Mohd Khairul Hafiz Khairuldin

Norhayati Rosli

Ir Unazie Iskandar Abd Razak

Noryanti Muhammad

2024/3/7

Artificial intelligence and edge computing for machine maintenance-review

Abubakar Bala

Rahimi Zaman Jusoh A Rashid

Idris Ismail

Diego Oliva

Noryanti Muhammad

...

2024/4/15

Parametrization of the stochastic SIRD model for COVID-19 outbreak using Markov Chain Monte Carlo method

AIP Conference Proceedings

Muhammad Fahmi

Norhayati Rosli

Noryanti Muhammad

2023/10/6

Formulation of risk prediction model for cardiovascular diseases using conventional logistic regression analysis

AIP Conference Proceedings

Noryanti Muhammad

Mirza Rizwan Sajid

2023/2/8

Multi Sensor Network System for Early Detection and Prediction of Forest Fires in Southeast Asia

Evizal Abdul Kadir

Akram Alomainy

Hanita Daud

Warih Maharani

Noryanti Muhammad

...

2023/11/29

Research Article Exploration of Black Boxes of Supervised Machine Learning Models: A Demonstration on Development of Predictive Heart Risk Score

Mirza Rizwan Sajid

Arshad Ali Khan

Haitham M Albar

Noryanti Muhammad

Waqas Sami

...

2022

Simulation of COVID-19 outbreaks via Graphical User Interface (GUI)

Journal of Public Health Research

Norazaliza Mohd Jamil

Norhayati Rosli

Noryanti Muhammad

2022/1/31

Cardiovascular disease detection from high utility rare rule mining

Artificial Intelligence in Medicine

Mohammad Iqbal

Muhammad Nanda Setiawan

Mohammad Isa Irawan

Ku Muhammad Naim Ku Khalif

Noryanti Muhammad

...

2022/9/1

Exploration of Black Boxes of Supervised Machine Learning Models: A Demonstration on Development of Predictive Heart Risk Score

Computational Intelligence and Neuroscience

Mirza Rizwan Sajid

Arshad Ali Khan

Haitham M Albar

Noryanti Muhammad

Waqas Sami

...

2022/5/12

Development of nonlaboratory-based risk prediction models for cardiovascular diseases using conventional and machine learning approaches

International Journal of Environmental Research and Public Health

Mirza Rizwan Sajid

Bader A Almehmadi

Waqas Sami

Mansour K Alzahrani

Noryanti Muhammad

...

2021/11/29

The Transmission Dynamic of the COVID 19 Outbreak: A Predictive Dashboard

Sains Malaysiana

MUHAMMAD FAHMI

AHMAD ZUBER

NORHAYATI ROSLI

NORYANTI MUHAMMAD

2021

Nonclinical features in predictive modeling of cardiovascular diseases: a machine learning approach

Interdisciplinary Sciences: Computational Life Sciences

Mirza Rizwan Sajid

Noryanti Muhammad

Roslinazairimah Zakaria

Ahmad Shahbaz

Syed Ahmad Chan Bukhari

...

2021/6

New tourism product forecasting-A study of different potential markets

AIP Conference Proceedings

Noratikah Abu

Sarah Mohd Khaidi

Noryanti Muhammad

2021/11/18

A statistical study on the prevalence of physical inactivity among cardiovascular diseases patients: The predictive role of demographic and socioeconomic factors

Research Journal of Pharmacy and Technology

Mirza Rizwan Sajid

Noryanti Muhammad

Ahmad Shahbaz

Roslinazairimah Zakaria

2021

KAJIAN PROFIL PENCAPAIAN MATEMATIK PELAJAR-PELAJAR SEKOLAH RENDAH LUAR BANDAR DENGAN PRESTASI HATI–HRV: Mathematics Achievement Profile in Rural Primary School Students by …

International Journal of Humanities Technology and Civilization

Muhammad Nubli Abdul Wahab

Norshafariza Mamat

Noryanti Muhammad

2021/3/8

See List of Professors in NORYANTI MUHAMMAD University(Universiti Malaysia Pahang)

Co-Authors

H-index: 36
Frank Coolen

Frank Coolen

Durham University

H-index: 19
Tahani Coolen-Maturi

Tahani Coolen-Maturi

Durham University

H-index: 16
MFF Ab. Rashid

MFF Ab. Rashid

Universiti Malaysia Pahang

H-index: 15
Mirza Rizwan Sajid

Mirza Rizwan Sajid

University of Gujrat

H-index: 9
Roslinazairimah Zakaria

Roslinazairimah Zakaria

Universiti Malaysia Pahang

H-index: 7
Wan Nur Syahidah Wan Yusoff

Wan Nur Syahidah Wan Yusoff

Universiti Malaysia Pahang

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