Sınıflandırma problemlerinde kural çıkarımı için yeni bir yöntem geliştirilmesi ve uygulamaları (Development and applications of a new method for rule extraction in classification problems) - Murat Koklu (2014)

Diagnosis of urinary tract infection based on artificial intelligence methods. - Ilker Ali Özkan; Murat Koklu; Ibrahim Unal Sert (Comput. Methods Programs Biomed., 2018)

Multiclass classification of dry beans using computer vision and machine learning techniques. - Murat Koklu; Ilker Ali Özkan (Comput. Electron. Agric., 2020)

Determining the Extinguishing Status of Fuel Flames With Sound Wave by Machine Learning Methods. - Murat Koklu; Yavuz Selim Taspinar (IEEE Access, 2021)

Classification of rice varieties with deep learning methods. - Murat Koklu; Ilkay Cinar; Yavuz Selim Taspinar (Comput. Electron. Agric., 2021)

Identification of Corneal Ulcers with Pre- Trained AlexNet Based on Transfer Learning. - Ilkay Cinar; Yavuz Selim Taspinar; Ramazan Kursun; Murat Koklu (MECO, 2022)

Identification of Sheep Breeds by CNN- Based Pre-Trained Inceptionv3 Model. - Murat Koklu; Ilkay Cinar; Yavuz Selim Taspinar; Ramazan Kursun (MECO, 2022)

Flower Recognition System with Optimized Features for Deep Features. - Ramazan Kursun; Ilkay Cinar; Yavuz Selim Taspinar; Murat Koklu (MECO, 2022)

Edible and Poisonous Mushrooms Classification by Machine Learning Algorithms. - Kemal Tütüncü; Ilkay Cinar; Ramazan Kursun; Murat Koklu (MECO, 2022)

CNN-based bi-directional and directional long-short term memory network for determination of face mask. - Murat Koklu; Ilkay Cinar; Yavuz Selim Taspinar (Biomed. Signal Process. Control., 2022)

Age group and gender classification using convolutional neural networks with a fuzzy logic-based filter method for noise reduction. - Ali Tunç; Sakir Tasdemir; Murat Koklu; Ahmet Cevahir Cinar (J. Intell. Fuzzy Syst., 2022)

Acoustic Extinguisher Fire Dataset. - Yavuz Selim Taspinar; Murat Koklu; Mustafa Altin (IEEE DataPort, 2022)

Detection of Defects in Soybean Seeds by Extracting Deep Features with SqueezeNet. - Murat Koklu; Ramazan Kursun; Elham Tahsin Yasin; Yavuz Selim Taspinar (IDAACS, 2023)

Enhancing Explainability in Plant Disease Classification using Score-CAM: Improving Early Diagnosis for Agricultural Productivity. - Ramazan Kursun; Murat Koklu (IDAACS, 2023)

Enhancing Quality Control: Defect State Classification of Taralli Biscuits with MobileNet-v2 and DenseNet-201. - Kemal Tütüncü; Elham Tahsin Yasin; Murat Koklu (IDAACS, 2023)

Dry bean cultivars classification using deep cnn features and salp swarm algorithm based extreme learning machine. - Musa Dogan; Yavuz Selim Taspinar; Ilkay Cinar; Ramazan Kursun; Ilker Ali Özkan; Murat Koklu (Comput. Electron. Agric., 2023)

Raisin. - Ilkay Cinar; Murat Koklu; Sakir Tasdemir (UCI Machine Learning Repository, 2023)

Deep learning applications in dentistry: a bibliometric review analysis and mapping (2014-2024). - Elham Tahsin Yasin; Mediha Erturk; Melek Tassoker; Murat Koklu (Iran J. Comput. Sci., 2025)