Golnoush Abaei

According to our database, Golnoush Abaei authored at least 13 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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 machine learning classification: the roadmap.

Azam Davahli, Mahboubeh Shamsi, Golnoush Abaei, Arash Khosravi

J. Exp. Theor. Artif. Intell., February, 2023

2022

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

Ali Forghani Elah Abadi, Seyyed Amir Asghari, Mohammadreza Binesh Marvasti, Golnoush Abaei, Morteza Nabavi, Yvon Savaria

IEEE Access, 2022

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

Proceedings of the ICSCA 2022: 11th International Conference on Software and Computer Applications, Melaka, Malaysia, February 24, 2022

2020

A fuzzy logic expert system to predict module fault proneness using unlabeled data.

Golnoush Abaei, Ali Selamat, Jehad Al Dallal

J. King Saud Univ. Comput. Inf. Sci., 2020

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

Azam Davahli, Mahboubeh Shamsi, Golnoush Abaei

J. Ambient Intell. Humaniz. Comput., 2020

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

Elahe Sadat Abdolkarimi, Golnoush Abaei, Ali Selamat, Mohammad Reza Mosavi

Appl. Soft Comput., 2020

2015

Increasing the Accuracy of Software Fault Prediction Using Majority Ranking Fuzzy Clustering.

Golnoush Abaei, Ali Selamat

Proceedings of the Software Engineering, 2015

An empirical study based on semi-supervised hybrid self-organizing map for software fault prediction.

Golnoush Abaei, Ali Selamat, Hamido Fujita

Knowl. Based Syst., 2015

Software fault prediction using BP-based crisp artificial neural networks.

Golnoush Abaei, M. Reza Mashinchi, Ali Selamat

Int. J. Intell. Inf. Database Syst., 2015

2014

A survey on software fault detection based on different prediction approaches.

Golnoush Abaei, Ali Selamat

Vietnam. J. Comput. Sci., 2014

Increasing the Accuracy of Software Fault Prediction using Majority Ranking Fuzzy Clustering.

Golnoush Abaei, Ali Selamat

Int. J. Softw. Innov., 2014

Software Fault Prediction Based on Improved Fuzzy Clustering.

Golnoush Abaei, Ali Selamat

Proceedings of the Distributed Computing and Artificial Intelligence, 2014

2013

Fault prediction by utilizing self-organizing Map and Threshold.

Golnoush Abaei, Zahra Rezaei, Ali Selamat

Proceedings of the 2013 IEEE International Conference on Control System, 2013