Ezreen Farina Shair

About Ezreen Farina Shair

Ezreen Farina Shair, With an exceptional h-index of 9 and a recent h-index of 7 (since 2020), a distinguished researcher at Universiti Teknikal Malaysia Melaka, specializes in the field of Biosignal, support vector machine, CNN, machine learning, deep learning.

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

A review of classification techniques for electromyography signals

Analysis of Early Stroke Diagnosis Based on Brain Magnetic Resonance Imaging using Machine Learning

Deep Learning-Based Classification of Stress Levels during Real-World Driving Tasks

Field-Dependent Viscoelastic Properties of Graphite-based Magnetorheological Grease

EMG pattern recognition using TFD for future control of in-car electronic equipment

Smart health monitoring system utilizing internet of things (IoT) and Arduino

Load shedding scheme based metaheuristic technique for power system controlled islanding

Application of digital signal processing and machine learning for Electromyography: A review

Ezreen Farina Shair Information

University

Position

Centre for Robotics and Industrial Automation (CeRIA)

Citations(all)

496

Citations(since 2020)

380

Cited By

258

hIndex(all)

9

hIndex(since 2020)

7

i10Index(all)

9

i10Index(since 2020)

5

Email

University Profile Page

Universiti Teknikal Malaysia Melaka

Google Scholar

View Google Scholar Profile

Ezreen Farina Shair Skills & Research Interests

Biosignal

support vector machine

CNN

machine learning

deep learning

Top articles of Ezreen Farina Shair

Title

Journal

Author(s)

Publication Date

A review of classification techniques for electromyography signals

Siti Nashayu Omar

Norhashimah Mohd Saad

Abdul Rahim Abdullah

Ezreen Farina Shair

Helmi Rashid

2023/1/31

Analysis of Early Stroke Diagnosis Based on Brain Magnetic Resonance Imaging using Machine Learning

Journal of Advanced Research in Applied Sciences and Engineering Technology

Shaarmila Kandaya

Abdul Rahim Abdullah

Norhashimah Mohd Saad

Izzatul Husna Azman

Ezreen Farina Shair

...

2023/10/7

Deep Learning-Based Classification of Stress Levels during Real-World Driving Tasks

FNH Mohd Isam

EF Shair

AR Abdullah

N Nazmi

N Mohd Saad

2022/12/7

Field-Dependent Viscoelastic Properties of Graphite-based Magnetorheological Grease

International Journal of Automotive and Mechanical Engineering

NAM Nasir

N Mohamad

SA Mazlan

NA Nordin

EF Shair

...

2022/9/30

EMG pattern recognition using TFD for future control of in-car electronic equipment

International Journal of Fuzzy Logic and Intelligent Systems

Ezreen Farina Shair

Radhi Hafizuddin Razali

Abdul Rahim Abdullah

Nurul Fauzani Jamaluddin

2022/3/25

Smart health monitoring system utilizing internet of things (IoT) and Arduino

Asian Journal Of Medical Technology

Ameyshafida Mihat

Norhashimah Mohd Saad

Ezreen Farina Shair

Achmad Bayhaqi Nasir Aslam

Rohana Abdul Rahim

2022/1/31

Load shedding scheme based metaheuristic technique for power system controlled islanding

Indonesian Journal of Electrical Engineering and Computer Science

NZ Saharuddin

I Zainal Abidin

Hazlie Mokhlis

EF Shair

2021/9

Application of digital signal processing and machine learning for Electromyography: A review

SITI NASHAYU OMAR

Norhashimah Mohd Saad

Ezreen Farina Shair

Tengku Nor Shuhada Tengku Zawawi

2021/7/30

Musculoskeletal disorder analysis-advanced in medical technology

Tengku Nor Shuhada Tengku Zawawi

Abdul Rahim Abdullah

Norhashimah Mohd Saad

Rubita Sudirman

Ezreen Farina Shair

2021/7/30

Reduction of Limb Position Invariant of SEMG Signals for Improved Prosthetic Control using Spectrogram

International Journal of Integrated Engineering

EF Shair

MFA Suleiman

AR Abdullah

N Nazmi

NZ Saharuddin

2021/5/20

Time-Frequency Distribution of SEMG Pattern Recognition in Reducing Limb Position Invariant

Ezreen Farina Shair

Muhammad Fadhlin Ashraf Suleiman

Abdul Rahim Abdullah

2021/3/1

Finger Movement Discrimination of EMG Signals Towards Improved Prosthetic Control using TFD

International Journal of Advanced Computer Science and Applications

EF Shair

NA Jamaluddin

AR Abdullah

2020

See List of Professors in Ezreen Farina Shair University(Universiti Teknikal Malaysia Melaka)

Co-Authors

H-index: 33
Prof Dr Shamsul Bahri Mohd Tamrin

Prof Dr Shamsul Bahri Mohd Tamrin

Universiti Putra Malaysia

H-index: 30
Mohammad Hamiruce Marhaban

Mohammad Hamiruce Marhaban

Universiti Putra Malaysia

H-index: 28
Siti Anom Ahmad

Siti Anom Ahmad

Universiti Putra Malaysia

H-index: 26
Abdul Rahim Abdullah

Abdul Rahim Abdullah

Universiti Teknikal Malaysia Melaka

H-index: 21
Hazriq Izzuan Jaafar

Hazriq Izzuan Jaafar

Universiti Teknikal Malaysia Melaka

H-index: 20
Norhashimah Mohd Saad

Norhashimah Mohd Saad

Universiti Teknikal Malaysia Melaka

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