Golnoush Abaei

Golnoush Abaei

Monash University

H-index: 12

Oceania-Australia

About Golnoush Abaei

Golnoush Abaei, With an exceptional h-index of 12 and a recent h-index of 10 (since 2020), a distinguished researcher at Monash University, specializes in the field of Software Engineering, Artificial Intelligence, Software Testing.

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

Developing an Improved Method to Remove Pectoral Muscle for Better Diagnosis of Breast Cancer in Mammography Images

Attestation of Improved SimBlock Node Churn Simulation

Improving software fault prediction in imbalanced datasets using the under-sampling approach

Empirical analyses of genetic algorithm and grey wolf optimiser to improve their efficiency with a new multi-objective weighted fitness function for feature selection in …

RLBEEP: Reinforcement-Learning-Based Energy Efficient Control and Routing Protocol for Wireless Sensor Networks

Implementing a successful collaborative active learning approach in information technology discipline

Improved Vulnerable Plaque Detection System using Virtual Histology-Intravascular Ultrasound Image Based on an Empirical Study

Hybridizing genetic algorithm and grey wolf optimizer to advance an intelligent and lightweight intrusion detection system for IoT wireless networks

Golnoush Abaei Information

University

Position

___

Citations(all)

553

Citations(since 2020)

407

Cited By

293

hIndex(all)

12

hIndex(since 2020)

10

i10Index(all)

12

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Golnoush Abaei Skills & Research Interests

Software Engineering

Artificial Intelligence

Software Testing

Top articles of Golnoush Abaei

Title

Journal

Author(s)

Publication Date

Developing an Improved Method to Remove Pectoral Muscle for Better Diagnosis of Breast Cancer in Mammography Images

International Journal of Advanced Computer Science and Applications(IJACSA)

Golnoush Abaei

Zahra Rezaei

Usama Qasim Mian

Yasir Azhari Abdalgadir Abdalla

Nitin Mathew

...

2023/11

Attestation of Improved SimBlock Node Churn Simulation

Journal of Information and Communication Technology

Hau Chin Zi

Vishnu Monn Baskaran

Golnoush Abaei

Ian Teck Tan Kim

Timothy Vun Yap Tzen

2023

Improving software fault prediction in imbalanced datasets using the under-sampling approach

Golnoush Abaei

Wen Zhong Tah

Jason Zhern Wee Toh

Ethan Sheng Jian Hor

2022/6/6

Empirical analyses of genetic algorithm and grey wolf optimiser to improve their efficiency with a new multi-objective weighted fitness function for feature selection in …

Journal of Experimental & Theoretical Artificial Intelligence

Azam Davahli

Mahboubeh Shamsi

Golnoush Abaei

Arash Khosravi

2023/2/17

RLBEEP: Reinforcement-Learning-Based Energy Efficient Control and Routing Protocol for Wireless Sensor Networks

IEEE Access

Ali Forghani Elah Abadi

Seyyed Amir Asghari

Mohammadreza Binesh Marvasti

Golnoush Abaei

Morteza Nabavi

...

2022

Implementing a successful collaborative active learning approach in information technology discipline

Anuja Dharmaratne

Ting Fung Fung

Golnoush Abaei

2022/12/10

Improved Vulnerable Plaque Detection System using Virtual Histology-Intravascular Ultrasound Image Based on an Empirical Study

Zahra Rezaei

Golnoush Abaei

2022/10/24

Hybridizing genetic algorithm and grey wolf optimizer to advance an intelligent and lightweight intrusion detection system for IoT wireless networks

Journal of Ambient Intelligence and Humanized Computing

Azam Davahli

Mahboubeh Shamsi

Golnoush Abaei

2020/11

ALightweight Anomaly Detection Model usingSVMfor WSNs in IoT through a Hybrid Feature Selection Algorithm based on GAand GWO

Mahboubeh Shamsi

Golnoush Abaei

2020/1/1

A lightweight Anomaly detection model using SVM for WSNs in IoT through a hybrid feature selection algorithm based on GA and GWO

Journal of Computing and Security

Azam Davahli

Mahboubeh Shamsi

Golnoush Abaei

2020/1/1

A fuzzy logic expert system to predict module fault proneness using unlabeled data (vol 32, pg 684, 2018)

Journal of King Saud University-Computer and Information Sciences

Golnoush Abaei

Ali Selamat

Jehad Al Dallal

2020/7/1

A hybrid Type-2 Fuzzy Logic System and Extreme Learning Machine for low-cost INS/GPS in high-speed vehicular navigation system

Applied Soft Computing

ES Abdolkarimi

Golnoush Abaei

Ali Selamat

Mohammad Reza Mosavi

2020/9/1

See List of Professors in Golnoush Abaei University(Monash University)

Co-Authors

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