Yayınlar & Eserler

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Deep learning in distinguishing pulmonary nodules as benign and malignant

Akıncı M. B., Özgökçe M., Canayaz M., Durmaz F., Özkaçmaz S., Dündar İ., et al.
TURKISH JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY , cilt.32, ss.317-324, 2024 (SCI-Expanded)

Machine learning-based prediction of length of stay (LoS) in the neonatal intensive care unit using ensemble methods

Erdogan Yildirim A., Canayaz M.
Neural Computing and Applications , cilt.36, sa.23, ss.14433-14448, 2024 (SCI-Expanded) identifier

A comprehensive exploration of deep learning approaches for pulmonary nodule classification and segmentation in chest CT images

Canayaz M., Şehribanoğlu S., Özgökçe M., Akıncı M. B.
NEURAL COMPUTING AND APPLICATIONS , cilt.36, sa.1, ss.7245-7264, 2024 (SCI-Expanded) identifier

The Success of deep learning modalities in evaluating modic changes

Yüksek M., Yokuş A., Arslan H., Canayaz M., Akdemir Z.
WORLD NEUROSURGERY , cilt.1, sa.1, ss.354-359, 2024 (SCI-Expanded)

A Meta-Heuristic Algorithm-Based Feature Selection Approach to Improve Prediction Success for Salmonella Occurrence in Agricultural Waters

Demir M., Canayaz M., Topalcengiz Z.
Journal of Agricultural Sciences , cilt.30, sa.1, ss.118-130, 2024 (SCI-Expanded) identifier identifier

A novel deep learning-based approach for prediction of neonatal respiratory disorders from chest X-ray images

Erdogan Yıldırım A., Canayaz M.
Biocybernetics and Biomedical Engineering , cilt.43, sa.4, ss.635-655, 2023 (SCI-Expanded) identifier

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

Canayaz M.
APPLIED SOFT COMPUTING , cilt.128, 2022 (SCI-Expanded) Sürdürülebilir Kalkınma identifier identifier

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 , cilt.34, sa.7, ss.5349-5365, 2022 (SCI-Expanded) Sürdürülebilir Kalkınma identifier identifier identifier

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 , cilt.247, ss.258-271, 2022 (SCI-Expanded) Sürdürülebilir Kalkınma identifier identifier

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

Canayaz M.
CHAOS SOLITONS & FRACTALS , cilt.151, 2021 (SCI-Expanded) Sürdürülebilir Kalkınma identifier identifier identifier

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 , cilt.64, 2021 (SCI-Expanded) Sürdürülebilir Kalkınma identifier identifier identifier

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

Özdağ R., Canayaz M.
WIRELESS NETWORKS , cilt.27, sa.1, ss.285-305, 2021 (SCI-Expanded) identifier identifier

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

Canayaz M., KARCI A.
APPLIED INTELLIGENCE , cilt.44, sa.2, ss.362-376, 2016 (SCI-Expanded) identifier identifier

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

Canayaz M., KARCI A.
MEASUREMENT , cilt.68, ss.225-235, 2015 (SCI-Expanded) identifier identifier

Diğer Dergilerde Yayınlanan Makaleler

A Comparative Study of Segmentation Algorithms for Intracerebral Hemorrhage Detection

CANAYAZ M., MİLANLIOĞLU A., ŞEHRİBANOĞLU S., YALIN A., YOKUŞ A.
Firat University journal of experimental and computational engineering (Online) , cilt.3, sa.2, ss.75-94, 2024 (Hakemli Dergi) identifier

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 , cilt.25, sa.3, ss.585-616, 2022 (Hakemli Dergi) identifier

Evrişimsel Sinir Ağları ile Türkçe Videolarda Geçen Küfür Seslerinin Sansürlenmesi

TAYİZ M. M., CANAYAZ M.
Muş Alparslan Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi , cilt.2, sa.2, ss.101-110, 2021 (Hakemli Dergi)

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 , cilt.7, sa.4, ss.959-980, 2021 (ESCI) identifier identifier

MARBLE CLASSIFICATION USING DEEP NEURAL NETWORKS

CANAYAZ M., ULUDAĞ F.
European Journal of Technique , cilt.10, sa.1, ss.52-63, 2020 (Hakemli Dergi) identifier

Training Anfis System with Moth-Flame Optimization Algorithm

CANAYAZ M.
International Journal of Intelligent Systems and Applications in Engineering , cilt.7, sa.3, ss.133-144, 2019 (Hakemli Dergi)

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

Canayaz M., Uludağ F.
Veri Bilimi , cilt.1, sa.1, ss.36-44, 2018 (Hakemli Dergi)

Data Clustering Based on The Whale Optimization

Canayaz M., Özdağ R.
Middle East Journal of Technic , cilt.2, sa.2, ss.178-187, 2017 (Hakemli Dergi)

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 , cilt.7, sa.2, ss.119-130, 2017 (Hakemli Dergi) Creative Commons License

Skip Graph Based Image Segmentation

AKSU M., CANAYAZ M., KARCI A.
International Journal of Scientific and Technological Research , cilt.1, sa.1, ss.279-287, 2015 (Hakemli Dergi)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

TORAKS MR GÖRÜNTÜLERİNDE SAPTANAN KİTLE LEZYONLARIN DERİN ÖĞRENME İLE BENİGN VE MALİGN OLARAK SINIFLANDIRILMASI

Akıncı M. B., Özgökçe M., Canayaz M.
TÜRK MANYETİK REZONANS DERNEĞİ 28. YILLIK BİLİMSEL TOPLANTISI, Ankara, Türkiye, 16 - 18 Mayıs 2024, ss.69-70

GELİŞİMSEL KALÇA DİSPLAZİSİNİN DERİN ÖĞRENME TEKNİKLERİYLE ANALİZİ

Çelik R., Gündüz A. M., Yokuş A., Canayaz M., Toprak N.
TÜRK MANYETİK REZONANS DERNEĞİ 28. YILLIK BİLİMSEL TOPLANTISI, Ankara, Türkiye, 16 - 18 Mayıs 2024, ss.10

Deep Learning In The Diagnosis Of Ear Diseases: Effective And Rapid Solutions

Canayaz M.
1st International Future Engineering Conference, Şırnak, Türkiye, 25 - 26 Aralık 2023, ss.273

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, Portekiz, 14 - 18 Eylül 2022, cilt.64, ss.563-564

Medikal İmge Sınıflandırması İçin Yeni Hibrid Bir Derin Öğrenme Yaklaşımı

Canayaz M.
ULUSLARARASI MÜHENDİSLİK, DOĞA VE SOSYAL BİLİMLER SEMPOZYUMU ISENS-21, Batman, Türkiye, 25 - 28 Kasım 2021, ss.1-2 Sürdürülebilir Kalkınma

Özyinelemeli Sinir Ağları ile Türkçe Küfürlü Seslerin Sansürlenmesi

Tayiz M. M., Canayaz M.
TOK 2021 Otomatik Kontrol Türk Milli Komitesi Ulusal Kongresi, Van, Türkiye, 2 - 04 Eylül 2021, ss.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, Türkiye, 26 - 29 Haziran 2019, ss.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, Türkiye, 11 - 13 Mayıs 2018, ss.755-760 Creative Commons License Sürdürülebilir Kalkınma

Training ANFIS using The Whale Optimization Algorithm

Canayaz M., Özdağ R.
International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES 2018), Karabük, Türkiye, 11 - 13 Mayıs 2018, ss.409-414

Crypto-Currency Sentiment Analyse on Social Media

Erdoğan M. C., Canayaz M.
International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Türkiye, 28 - 30 Eylül 2018 Sürdürülebilir Kalkınma identifier

Training Artificial Neural Network with Chaotic Cricket Algorithm

Canayaz M., Özdağ R.
26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Türkiye, 2 - 05 Mayıs 2018 Sürdürülebilir Kalkınma identifier identifier

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, Türkiye, 16 - 17 Eylül 2017 identifier identifier

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, Türkiye, 3 - 05 Kasım 2016, ss.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, Romanya, 2 - 05 Ağustos 2016 identifier identifier

İmge İşleme Uygulamalarında Cırcır Böceği Algoritması

Canayaz M., KARCI A.
Akademik Bilişim Konferansı, Eskişehir, Türkiye, 4 - 06 Şubat 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, Türkiye, 16 - 19 Mayıs 2015, ss.224-227 identifier identifier

A New Metaheuristic Cricket-Inspired Algorithm

Canayaz M., KARCI A.
2nd International Eurasian Conference on Mathematical Sciences and Applications (IECMSA), Saraybosna, Bosna-Hersek, 26 - 29 Ağustos 2013, ss.176

Image Representation as Skip Graph

Canayaz M., AKSU M., KARCI A.
1st International Eurasian Conference on Mathematical Sciences and Applications (IECMSA), Priştina, Kosova, 3 - 07 Eylül 2012, ss.152

Content Based Image Retrieval via Graph Similarity

Canayaz M., BAYKARA M., AKSU M., ÖZSEVEN T., KARCI A.
1st International Eurasian Conference on Mathematical Sciences and Applications (IECMSA), Priştina, Kosova, 3 - 07 Eylül 2012, ss.155

Metrikler

Yayın

44

Atıf (WoS)

83

H-İndeks (WoS)

4

Atıf (Scopus)

226

H-İndeks (Scopus)

7

Atıf (TrDizin)

1

H-İndeks (TrDizin)

1

Proje

10

Tez Danışmanlığı

6

Açık Erişim

2
BM Sürdürülebilir Kalkınma Amaçları