Sabrina Ahmad

Sabrina Ahmad

Universiti Teknikal Malaysia Melaka

H-index: 12

Asia-Malaysia

About Sabrina Ahmad

Sabrina Ahmad, With an exceptional h-index of 12 and a recent h-index of 11 (since 2020), a distinguished researcher at Universiti Teknikal Malaysia Melaka, specializes in the field of requirements engineering, software engineering, enterprise architecture, software testing, software quality.

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

An Improving Long Short Term Memory-Grid Search Based Deep Learning Neural Network for Software Effort Estimation.

Improving Conditional Variational Autoencoder with Resampling Strategies for Regression Synthetic Project Generation.

A review of the automated timber defect identification approach.

Bayesian hyperparameter optimization and Ensemble Learning for Machine Learning Models on software effort estimation

A recommendation system of training data selection method for cross-project defect prediction

Performance Comparison of Equal Width and Equal Frequency Discretization Methods for Author’s Handwriting Recognition

Efficacy of the image augmentation method using CNN transfer learning in identification of timber defect

Missing Data Imputation Via Stacked Denoising Autoencoder Combined with Dropout Regularization Based Small Dataset in Software Effort Estimation

Sabrina Ahmad Information

University

Position

Faculty of Information and Communication Technology

Citations(all)

674

Citations(since 2020)

500

Cited By

290

hIndex(all)

12

hIndex(since 2020)

11

i10Index(all)

15

i10Index(since 2020)

14

Email

University Profile Page

Universiti Teknikal Malaysia Melaka

Google Scholar

View Google Scholar Profile

Sabrina Ahmad Skills & Research Interests

requirements engineering

software engineering

enterprise architecture

software testing

software quality

Top articles of Sabrina Ahmad

Title

Journal

Author(s)

Publication Date

An Improving Long Short Term Memory-Grid Search Based Deep Learning Neural Network for Software Effort Estimation.

International Journal of Intelligent Engineering & Systems

Robert Marco

Sharifah Sakinah Syed Ahmad

Sabrina Ahmad

2023/7/1

Improving Conditional Variational Autoencoder with Resampling Strategies for Regression Synthetic Project Generation.

International Journal of Intelligent Engineering & Systems

Robert Marco

Sharifah Sakinah Syed Ahmad

Sabrina Ahmad

2023/7/1

A review of the automated timber defect identification approach.

Teo Hong Chun

Ummi Raba'ah Hashim

Sabrina Ahmad

Lizawati Salahuddin

Ngo Hea Choon

...

2023/4/1

Bayesian hyperparameter optimization and Ensemble Learning for Machine Learning Models on software effort estimation

International Journal of Advanced Computer Science and Applications

Robert Marco

Sakinah Sharifah Syed Ahmad

Sabrina Ahmad

2022

A recommendation system of training data selection method for cross-project defect prediction

Indonesian Journal of Electrical Engineering and Computer Science

Benyamin Langgu Sinaga

Sabrina Ahmad

Zuraida Abal Abas

Intan Ermahani A. Jalil

2022/8

Performance Comparison of Equal Width and Equal Frequency Discretization Methods for Author’s Handwriting Recognition

Intan Ermahani A Jalil

Mohd Sanusi Azmi

Sabrina Ahmad

Azah Kamilah Muda

2022/3/26

Efficacy of the image augmentation method using CNN transfer learning in identification of timber defect

International Journal of Advanced Computer Science and Applications

Hong Chun Teo

Ummi Rabaah Hashim

Sabrina Ahmad

Lizawati Salahuddin

Hea Choon Ngo

...

2022

Missing Data Imputation Via Stacked Denoising Autoencoder Combined with Dropout Regularization Based Small Dataset in Software Effort Estimation

International Journal of Intelligent Engineering and Systems

Robert Marco

Sharifah Sakinah Syed Ahmad

Sabrina Ahmad

2022

The impact of training data selection on the software defect prediction performance and data complexity

Bulletin of Electrical Engineering and Informatics

Benyamin Langgu Sinaga

Sabrina Ahmad

Zuraida Abal Abas

Antasena Wahyu Anggarajati

2022/10/1

Conditional Variational Autoencoder with Inverse Normalization Transformation on Synthetic Data Augmentation in Software Effort Estimation

International Journal of Intelligent Engineering and Systems

Robert Marco

Sharifah Sakinah Syed Ahmad

Sabrina Ahmad

2022

Research Efforts and Challenges in Crowd-based Requirements Engineering: A Review

International Journal of Advanced Computer Science and Applications

Rosmiza Wahida Abdullah

Sabrina Ahmad

Siti Azirah Asmai

Seok-Won Lee

Zarina Mat Zain

2021/10

A Systematic Literature Review on Regression Test Case Prioritization

International Journal of Advanced Computer Science and Applications

Ani Rahmani

Sabrina Ahmad

Intan Ermahani A. Jalil

Adhitia Putra Herawan

2021/10

Sentiment analysis dashboard using twitter data in power BI

Manuscript Editor

Dharshen Sivananda

Siti Azirah Asmai

Zaheera Zainal Abidin

Zuraida Abal Abas

Sabrina Ahmad

2021/9/1

Identification of wood defect using pattern recognition technique

International Journal of Advances in Intelligent Informatics

Teo Hong Chun

Ummi Raba'ah Hashim

Sabrina Ahmad

Lizawati Salahuddin

Ngo Hea Choon

...

2021/7/1

Features Ranking Method to Determine Significant Features for Handwriting Images–Systematic Literature Review

Nurul Farah Atiqah Mohd Tahir

Intan Ermahani A Jalil

Mohd Sanusi

Azah Kamilah Muda Azmi

Sabrina Ahmad

2020/12

Comparison of global and local features for author’s identification by using geometrical and zoning methods

Journal of Physics: Conference Series

IEA Jalil

SM Shamsuddin

AK Muda

MS Azmi

S Hasan

...

2020/3/1

IoT based temperature and humidity monitoring framework

Bulletin of Electrical Engineering and Informatics

Rafizah Ab Rahman

Ummi Raba'ah Hashim

Sabrina Ahmad

2020/2/1

Analysis of texture features for wood defect classification

Bulletin of Electrical Engineering and Informatics

Nur Dalila Abdullah

Ummi Raba'ah Hashim

Sabrina Ahmad

Lizawati Salahuddin

2020/2/1

See List of Professors in Sabrina Ahmad University(Universiti Teknikal Malaysia Melaka)

Co-Authors

H-index: 14
Sharifah Sakinah Syed Ahmad

Sharifah Sakinah Syed Ahmad

Universiti Teknikal Malaysia Melaka

H-index: 9
Siti Azirah Asmai

Siti Azirah Asmai

Universiti Teknikal Malaysia Melaka

H-index: 8
Nurul A. Emran

Nurul A. Emran

Universiti Teknikal Malaysia Melaka

H-index: 8
NOOR AZILAH MUDA

NOOR AZILAH MUDA

Universiti Teknikal Malaysia Melaka

H-index: 5
INTAN ERMAHANI A JALIL

INTAN ERMAHANI A JALIL

Universiti Teknikal Malaysia Melaka

H-index: 4
Zahriah Othman

Zahriah Othman

Universiti Teknikal Malaysia Melaka

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