Comparison of physics-based optimization algorithms by using benchmark functions. - Soner Kiziloluk; Ahmet Bedri Özer (SIU, 2016)

Web Pages Classification with Parliamentary Optimization Algorithm. - Soner Kiziloluk; Ahmet Bedri Özer (Int. J. Softw. Eng. Knowl. Eng., 2017)

Fizik tabanlı yeni hibrit optimizasyon algoritmalarının geliştirilmesi ve veri madenciliğinde uygulamaları (Developing new physical based hybrid optimization algorithms and applications in data mining) - Soner Kiziloluk (2017)

Hybrid parliamentary optimization and big bang-big crunch algorithm for globaloptimization. - Soner Kiziloluk; Ahmet Bedri Özer (Turkish J. Electr. Eng. Comput. Sci., 2019)

COVID-CCD-Net: COVID-19 and colon cancer diagnosis system with optimized CNN hyperparameters using gradient-based optimizer. - Soner Kiziloluk; Eser Sert (Medical Biol. Eng. Comput., 2022)

Hurricane-Faster R-CNN-JS: Hurricane detection with faster R-CNN using artificial Jellyfish Search (JS) optimizer. - Soner Kiziloluk; Eser Sert (Multim. Tools Appl., 2022)

TSA-CNN-AOA: Twitter sentiment analysis using CNN optimized via arithmetic optimization algorithm. - Serpil Aslan; Soner Kiziloluk; Eser Sert (Neural Comput. Appl., 2023)

Multi-feature fusion and dandelion optimizer based model for automatically diagnosing the gastrointestinal diseases. - Soner Kiziloluk; Muhammed Yildirim; Harun Bingol; Bilal Alatas (PeerJ Comput. Sci., 2024)

A new hybrid approach based on AOA, CNN and feature fusion that can automatically diagnose Parkinson's disease from sound signals: PDD-AOA-CNN. - Muhammed Yildirim; Soner Kiziloluk; Serpil Aslan; Eser Sert (Signal Image Video Process., 2024)