Assoc. Prof. Murat Canayaz

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

Classification of diabetic retinopathy with feature selection over deep features using nature-inspired wrapper methods

Canayaz M.

APPLIED SOFT COMPUTING, vol.128, 2022 (SCI-Expanded) Sustainable Development

COVID-19 diagnosis on CT images with Bayes optimization-based deep neural networks and machine learning algorithms

Canayaz M., Şehribanoğlu S., Özdağ R., Demir M.

NEURAL COMPUTING & APPLICATIONS, vol.34, no.7, pp.5349-5365, 2022 (SCI-Expanded) Sustainable Development

Application of machine learning methods to removal percentage prediction for Malachite green adsorption on kaolinite

Canayaz M., Aldemir A., Kul A. R.

DESALINATION AND WATER TREATMENT, vol.247, pp.258-271, 2022 (SCI-Expanded) Sustainable Development

C plus EffxNet: A novel hybrid approach for COVID-19 diagnosis on CT images based on CBAM and EfficientNet

Canayaz M.

CHAOS SOLITONS & FRACTALS, vol.151, 2021 (SCI-Expanded) Sustainable Development

MH-COVIDNet: Diagnosis of COVID-19 using deep neural networks and meta-heuristic-based feature selection on X-ray images

Canayaz M.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL, vol.64, 2021 (SCI-Expanded) Sustainable Development

A new metaheuristic approach based on orbit in the multi-objective optimization of wireless sensor networks

Özdağ R., Canayaz M.

WIRELESS NETWORKS, vol.27, no.1, pp.285-305, 2021 (SCI-Expanded)

Cricket behaviour-based evolutionary computation technique in solving engineering optimization problems

Canayaz M., KARCI A.

APPLIED INTELLIGENCE, vol.44, no.2, pp.362-376, 2016 (SCI-Expanded)

Investigation of cricket behaviours as evolutionary computation for system design optimization problems

Canayaz M., KARCI A.

MEASUREMENT, vol.68, pp.225-235, 2015 (SCI-Expanded)

Articles Published in Other Journals

Two-stage hybrid sem-neural network approach and Van city residents' perception of brand

Sehribanoglu S., Canayaz M., Cihangir E.

JOURNAL OF STATISTICS & MANAGEMENT SYSTEMS, vol.25, no.3, pp.585-616, 2022 (Peer-Reviewed Journal)

Evrişimsel Sinir Ağları ile Türkçe Videolarda Geçen Küfür Seslerinin Sansürlenmesi

TAYİZ M. M., CANAYAZ M.

Muş Alparslan Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi, vol.2, no.2, pp.101-110, 2021 (Peer-Reviewed Journal)

Removal of Thymol Blue from Aqueous Solution by Natural and Modified Bentonite: Comparative Analysis of ANN and ANFIS Models for the Prediction of Removal Percentage

Koyuncu H., Aldemir A., Kul A. R., Canayaz M.

POLLUTION, vol.7, no.4, pp.959-980, 2021 (ESCI)

MARBLE CLASSIFICATION USING DEEP NEURAL NETWORKS

CANAYAZ M., ULUDAĞ F.

European Journal of Technique, vol.10, no.1, pp.52-63, 2020 (Peer-Reviewed Journal)

Training Anfis System with Moth-Flame Optimization Algorithm

CANAYAZ M.

International Journal of Intelligent Systems and Applications in Engineering, vol.7, no.3, pp.133-144, 2019 (Peer-Reviewed Journal)

Sezgisel Yöntemler ile Eğitilmiş Uyarlamalı Sinirsel Bulanık Mantık Sistemlerinin Sınıflandırma Problemlerine Etkisi

Canayaz M., Uludağ F.

Veri Bilimi, vol.1, no.1, pp.36-44, 2018 (Peer-Reviewed Journal)

Data Clustering Based on The Whale Optimization

Canayaz M., Özdağ R.

Middle East Journal of Technic, vol.2, no.2, pp.178-187, 2017 (Peer-Reviewed Journal)

A New Dynamic Deployment Approach Based on Whale Optimization Algorithm in the Optimization of Coverage Rates of Wireless Sensor Networks

ÖZDAĞ R., CANAYAZ M.

European Journal of Technic, vol.7, no.2, pp.119-130, 2017 (Peer-Reviewed Journal)

Skip Graph Based Image Segmentation

AKSU M., CANAYAZ M., KARCI A.

International Journal of Scientific and Technological Research, vol.1, no.1, pp.279-287, 2015 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

ANALYSIS OF MODIC DEGENERATIONS DETECTED IN MAGNETIC RESONANCE IMAGING WITH DEEP LEARNING TECHNIQUES

Yüksek M., Yokuş A., Arslan H., Canayaz M., Akdemir Z.

EUROPEAN SOCIETY OF NEURORADIOLOGY Diagnostic and Interventional 45th ANNUAL MEETING, Lisbon, Portugal, 14 - 18 September 2022, vol.64, pp.563-564

Medikal İmge Sınıflandırması İçin Yeni Hibrid Bir Derin Öğrenme Yaklaşımı

Canayaz M.

ULUSLARARASI MÜHENDİSLİK, DOĞA VE SOSYAL BİLİMLER SEMPOZYUMU ISENS-21, Batman, Turkey, 25 - 28 November 2021, pp.1-2 Sustainable Development

Censoring Turkish Profanity Voices with Recursive Neural Networks

Tayiz M. M., Canayaz M.

TOK 2021 Otomatik Kontrol Türk Milli Komitesi Ulusal Kongresi, Van, Turkey, 2 - 04 September 2021, pp.257-260

Comparative Analysis of LSTM and Kalman Filter in Time Series Estimation

Canayaz M., Şehribanoğlu S.

International Conference on Data Science, Machine Learning and Statistics 2019 (DMS-2019), Van, Turkey, 26 - 29 June 2019, pp.61-63

Optimization of Sensor Deployment for k-coverage in Wireless Sensor Networks

Özdağ R., Canayaz M.

International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES’18), Karabük, Turkey, 11 - 13 May 2018, pp.755-760

Training ANFIS using The Whale Optimization Algorithm

Canayaz M., Özdağ R.

International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES 2018), Karabük, Turkey, 11 - 13 May 2018, pp.409-414

Crypto-Currency Sentiment Analyse on Social Media

Erdoğan M. C., Canayaz M.

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018 Sustainable Development

Training Artificial Neural Network with Chaotic Cricket Algorithm

Canayaz M., Özdağ R.

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018 Sustainable Development

Feature Selection with The Whale Optimization Algorithm and Artificial Neural Network

Canayaz M., DEMİR M.

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017

Veri Kümelemede Yapay Atom Algoritması ve Cırcır Böceği Algoritmasının Karşılaştırılmalı Analizi

Canayaz M., DEMİR M.

4TH INTERNATIONAL SYMPOSIUM ON INNOVATIVE TECHNOLOGIES IN ENGINEERING AND SCIENCE, Antalya, Turkey, 3 - 05 November 2016, pp.1230-1239

Neutrosophic Set Based Image Segmentation Approach Using Cricket Algorithm

Canayaz M., HANBAY K.

International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Sinaia, Romania, 2 - 05 August 2016

İmge İşleme Uygulamalarında Cırcır Böceği Algoritması

Canayaz M., KARCI A.

Akademik Bilişim Konferansı, Eskişehir, Turkey, 4 - 06 February 2015

A Novel Approach for Image Compression Based on Multi-level Image Thresholding using Discrete Wavelet Transform and Cricket Algorithm

Canayaz M., KARCI A.

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.224-227

Assoc. Prof. Murat Canayaz

Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Classification of diabetic retinopathy with feature selection over deep features using nature-inspired wrapper methods

COVID-19 diagnosis on CT images with Bayes optimization-based deep neural networks and machine learning algorithms

Application of machine learning methods to removal percentage prediction for Malachite green adsorption on kaolinite

C plus EffxNet: A novel hybrid approach for COVID-19 diagnosis on CT images based on CBAM and EfficientNet

MH-COVIDNet: Diagnosis of COVID-19 using deep neural networks and meta-heuristic-based feature selection on X-ray images

A new metaheuristic approach based on orbit in the multi-objective optimization of wireless sensor networks

Cricket behaviour-based evolutionary computation technique in solving engineering optimization problems

Investigation of cricket behaviours as evolutionary computation for system design optimization problems

Articles Published in Other Journals

Two-stage hybrid sem-neural network approach and Van city residents' perception of brand

Evrişimsel Sinir Ağları ile Türkçe Videolarda Geçen Küfür Seslerinin Sansürlenmesi

Removal of Thymol Blue from Aqueous Solution by Natural and Modified Bentonite: Comparative Analysis of ANN and ANFIS Models for the Prediction of Removal Percentage

MARBLE CLASSIFICATION USING DEEP NEURAL NETWORKS

Training Anfis System with Moth-Flame Optimization Algorithm

Sezgisel Yöntemler ile Eğitilmiş Uyarlamalı Sinirsel Bulanık Mantık Sistemlerinin Sınıflandırma Problemlerine Etkisi

Data Clustering Based on The Whale Optimization

A New Dynamic Deployment Approach Based on Whale Optimization Algorithm in the Optimization of Coverage Rates of Wireless Sensor Networks

Skip Graph Based Image Segmentation

Refereed Congress / Symposium Publications in Proceedings

ANALYSIS OF MODIC DEGENERATIONS DETECTED IN MAGNETIC RESONANCE IMAGING WITH DEEP LEARNING TECHNIQUES

Medikal İmge Sınıflandırması İçin Yeni Hibrid Bir Derin Öğrenme Yaklaşımı

Censoring Turkish Profanity Voices with Recursive Neural Networks

Comparative Analysis of LSTM and Kalman Filter in Time Series Estimation

Optimization of Sensor Deployment for k-coverage in Wireless Sensor Networks

Training ANFIS using The Whale Optimization Algorithm

Crypto-Currency Sentiment Analyse on Social Media

Training Artificial Neural Network with Chaotic Cricket Algorithm

Feature Selection with The Whale Optimization Algorithm and Artificial Neural Network

Veri Kümelemede Yapay Atom Algoritması ve Cırcır Böceği Algoritmasının Karşılaştırılmalı Analizi

Neutrosophic Set Based Image Segmentation Approach Using Cricket Algorithm

İmge İşleme Uygulamalarında Cırcır Böceği Algoritması

A Novel Approach for Image Compression Based on Multi-level Image Thresholding using Discrete Wavelet Transform and Cricket Algorithm

A New Metaheuristic Cricket-Inspired Algorithm

Image Representation as Skip Graph

Content Based Image Retrieval via Graph Similarity