Murat Koklu

According to our database, Murat Koklu authored at least 16 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

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

Enhancing Quality Control: Defect State Classification of Taralli Biscuits with MobileNet-v2 and DenseNet-201.

Kemal Tütüncü, Elham Tahsin Yasin, Murat Koklu

Proceedings of the 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2023

Enhancing Explainability in Plant Disease Classification using Score-CAM: Improving Early Diagnosis for Agricultural Productivity.

Ramazan Kursun, Murat Koklu

Proceedings of the 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2023

Detection of Defects in Soybean Seeds by Extracting Deep Features with SqueezeNet.

Murat Koklu, Ramazan Kursun, Elham Tahsin Yasin, Yavuz Selim Taspinar

Proceedings of the 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2023

2022

Acoustic Extinguisher Fire Dataset.

Yavuz Selim Taspinar, Murat Koklu, Mustafa Altin

Dataset, April, 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

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

Edible and Poisonous Mushrooms Classification by Machine Learning Algorithms.

Kemal Tütüncü, Ilkay Cinar, Ramazan Kursun, Murat Koklu

Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022

Flower Recognition System with Optimized Features for Deep Features.

Ramazan Kursun, Ilkay Cinar, Yavuz Selim Taspinar, Murat Koklu

Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022

Identification of Sheep Breeds by CNN- Based Pre-Trained Inceptionv3 Model.

Murat Koklu, Ilkay Cinar, Yavuz Selim Taspinar, Ramazan Kursun

Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022

Identification of Corneal Ulcers with Pre- Trained AlexNet Based on Transfer Learning.

Ilkay Cinar, Yavuz Selim Taspinar, Ramazan Kursun, Murat Koklu

Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022

2021

Classification of rice varieties with deep learning methods.

Murat Koklu, Ilkay Cinar, Yavuz Selim Taspinar

Comput. Electron. Agric., 2021

Determining the Extinguishing Status of Fuel Flames With Sound Wave by Machine Learning Methods.

Murat Koklu, Yavuz Selim Taspinar

IEEE Access, 2021

2020

Multiclass classification of dry beans using computer vision and machine learning techniques.

Murat Koklu, Ilker Ali Özkan

Comput. Electron. Agric., 2020

2018

Diagnosis of urinary tract infection based on artificial intelligence methods.

Ilker Ali Özkan, Murat Koklu, Ibrahim Unal Sert

Comput. Methods Programs Biomed., 2018

2014

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

PhD thesis, 2014