Evaluation of Classification Algorithms, Linear Discriminant Analysis and a New Hybrid Feature Selection Methodology for the Diagnosis of Coronary Artery Disease. - Burak Kolukisa; Hilal Hacilar; Gokhan Goy; Mustafa Kus; Burcu Bakir-Gungor; Atilla Aral; Vehbi Cagri Gungor (IEEE BigData, 2018)

OFFER Referees Suggester for the Journal Editors. - Mustafa Coskun; Hilal Hacilar; Cengiz Gezer; Vehbi Cagri Gungor (ISCC, 2019)

Inflammatory Bowel Disease Biomarkers of Human Gut Microbiota Selected via Ensemble Feature Selection Methods. - Hilal Hacilar; Özkan Ufuk Nalbantoglu; Oya Aran; Burcu Bakir-Gungor (CoRR, 2020)

An efficient network intrusion detection approach based on logistic regression model and parallel artificial bee colony algorithm. - Burak Kolukisa; Bilge Kagan Dedeturk; Hilal Hacilar; Vehbi Cagri Gungor (Comput. Stand. Interfaces, 2024)

Network intrusion detection based on machine learning strategies: performance comparisons on imbalanced wired, wireless, and software-defined networking (SDN) network traffics. - Hilal Hacilar; Zafer Aydin; Vehbi Çagri Güngör (Turkish J. Electr. Eng. Comput. Sci., 2024)

Network anomaly detection using Deep Autoencoder and parallel Artificial Bee Colony algorithm-trained neural network. - Hilal Hacilar; Bilge Kagan Dedeturk; Burcu Bakir-Gungor; Vehbi Cagri Gungor (PeerJ Comput. Sci., 2024)

Accelerated Artificial Bee Colony Optimization for Cost-Sensitive Neural Networks in Multi-Class Problems. - Hilal Hacilar; Bilge Kagan Dedeturk; Mihrimah Özmen; Mehlika Eraslan Celik; Vehbi Cagri Gungor (Expert Syst. J. Knowl. Eng., 2025)