Bird swarm algorithms with chaotic mapping. - Elif Varol Altay; Bilal Alatas (Artif. Intell. Rev., 2020)

Performance analysis of multi-objective artificial intelligence optimization algorithms in numerical association rule mining. - Elif Varol Altay; Bilal Alatas (J. Ambient Intell. Humaniz. Comput., 2020)

Differential evolution and sine cosine algorithm based novel hybrid multi-objective approaches for numerical association rule mining. - Elif Varol Altay; Bilal Alatas (Inf. Sci., 2021)

Nümerik verilerde otomatik kural madenciliği için çok amaçlı melez akıllı optimizasyon tabanlı model geliştirme (Multi-objective hybrid intelligent optimization based model development for automatic rule mining in numerical data) - Elif Varol Altay (2021)

Chaos numbers based a new representation scheme for evolutionary computation: Applications in evolutionary association rule mining. - Elif Varol Altay; Bilal Alatas (Concurr. Comput. Pract. Exp., 2022)

Hybrid Archimedes optimization algorithm enhanced with mutualism scheme for global optimization problems. - Elif Varol Altay (Artif. Intell. Rev., 2023)

A novel hybrid multilayer perceptron neural network with improved grey wolf optimizer. - Osman Altay; Elif Varol Altay (Neural Comput. Appl., 2023)

A novel chaotic transient search optimization algorithm for global optimization, real-world engineering problems and feature selection. - Osman Altay; Elif Varol Altay (PeerJ Comput. Sci., 2023)

Average Localization Error Prediction for 5G Networks: An Investigation of Different Machine Learning Algorithms. - Osman Altay; Müge Erel-Özçevik; Elif Varol Altay; Yusuf Özçevik (Wirel. Pers. Commun., 2024)