Golnoush Abaei

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 6

Top Topics

Imbalanced Datasets

Fault Detection

Top Venues

Int. J. Intell. Inf. Database Syst.

Int. J. Softw. Innov.

Publications

Azam Davahli, Mahboubeh Shamsi, Golnoush Abaei, Arash Khosravi
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. J. Exp. Theor. Artif. Intell. 35 (2) (2023)
Ali Forghani Elah Abadi, Seyyed Amir Asghari, Mohammadreza Binesh Marvasti, Golnoush Abaei, Morteza Nabavi, Yvon Savaria
RLBEEP: Reinforcement-Learning-Based Energy Efficient Control and Routing Protocol for Wireless Sensor Networks. IEEE Access 10 (2022)
Golnoush Abaei, Wen Zhong Tah, Jason Zhern Wee Toh, Ethan Sheng Jian Hor
Improving software fault prediction in imbalanced datasets using the under-sampling approach. ICSCA (2022)
Azam Davahli, Mahboubeh Shamsi, Golnoush Abaei
Hybridizing genetic algorithm and grey wolf optimizer to advance an intelligent and lightweight intrusion detection system for IoT wireless networks. J. Ambient Intell. Humaniz. Comput. 11 (11) (2020)
Golnoush Abaei, Ali Selamat, Jehad Al Dallal
A fuzzy logic expert system to predict module fault proneness using unlabeled data. J. King Saud Univ. Comput. Inf. Sci. 32 (6) (2020)
Elahe Sadat Abdolkarimi, Golnoush Abaei, Ali Selamat, Mohammad Reza Mosavi
A hybrid Type-2 Fuzzy Logic System and Extreme Learning Machine for low-cost INS/GPS in high-speed vehicular navigation system. Appl. Soft Comput. 94 (2020)
Golnoush Abaei, M. Reza Mashinchi, Ali Selamat
Software fault prediction using BP-based crisp artificial neural networks. Int. J. Intell. Inf. Database Syst. 9 (1) (2015)
Golnoush Abaei, Ali Selamat, Hamido Fujita
An empirical study based on semi-supervised hybrid self-organizing map for software fault prediction. Knowl. Based Syst. 74 (2015)
Golnoush Abaei, Ali Selamat
Increasing the Accuracy of Software Fault Prediction using Majority Ranking Fuzzy Clustering. Int. J. Softw. Innov. 2 (4) (2014)
Golnoush Abaei, Ali Selamat
Software Fault Prediction Based on Improved Fuzzy Clustering. DCAI (2014)
Golnoush Abaei, Ali Selamat
A survey on software fault detection based on different prediction approaches. Vietnam. J. Comput. Sci. 1 (2) (2014)
Golnoush Abaei, Zahra Rezaei, Ali Selamat
Fault prediction by utilizing self-organizing Map and Threshold. ICCSCE (2013)