Publications & Works

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

Using an Artificial Neural Networks Approach to Assess the Links Among Environmental Protection Expenditure, Energy use and Growth in Finland

Daşbaşı B., Burak D., Taşyürek M., Arslan R. S.
Journal of the Knowledge Economy , vol.1, pp.1-29, 2024 (SSCI)

DGAG: A Novel Approach That Detects Green Areas With Geolocation From Large‐Scale Satellite Imaging Instance Segmentation and GIS Application

Taşyürek M., Kılıçkaya F. N., Öztürk C.
Transactions in GIS , vol.1, pp.1-21, 2024 (SSCI)

“Developing Deep Learning Methods for Classification of Teeth in Dental Panoramic Radiography”

Yılmaz S., Taşyürek M., Amuk M., Celık M., Canger E. M.
Elsevier Oral Surgery, Oral Medicine, Oral Pathology and Oral Radiology , vol.138, no.1, pp.118-127, 2024 (SCI-Expanded) identifier identifier

Improved Marine Predators Algorithm and Extreme Gradient Boosting (XGBoost) for shipment status time prediction

Özdemir R., Taşyürek M., Aslantaş V.
KNOWLEDGE-BASED SYSTEMS , vol.294, pp.1-20, 2024 (SCI-Expanded) identifier identifier

Evaluation of different color measurement methods for determining tooth color.

Durmaz Yilmaz O. M., Tasyurek M., Gumus H. O.
International journal of computerized dentistry , vol.0, no.0, 2024 (SCI-Expanded) identifier

BBD: a new hybrid method for geospatial building boundary detection from huge size satellite imagery

Taşyürek M.
Multimedia Tools and Applications , vol.1, pp.1-31, 2024 (SCI-Expanded) identifier

SDPH: a new technique for spatial detection of path holes from huge volume high-resolution raster images in near real-time

Taşyürek M.
JOURNAL OF REAL-TIME IMAGE PROCESSING , vol.21, no.70, pp.1-19, 2024 (SCI-Expanded)

ODRP: a new approach for spatial street sign detection from EXIF using deep learning-based object detection, distance estimation, rotation and projection system

Taşyürek M.
VISUAL COMPUTER , vol.40, no.2, pp.983-1003, 2024 (SCI-Expanded) identifier identifier

DSHFS: a new hybrid approach that detects structures with their spatial location from large volume satellite images using CNN, GeoServer and TileCache

Taşyürek M., Türkdamar M. U., Öztürk C.
NEURAL COMPUTING AND APPLICATIONS , vol.36, pp.1237-1259, 2024 (SCI-Expanded) identifier identifier

A new deep learning approach based on grayscale conversion and DWT for object detection on adversarial attacked images

Taşyürek M., Gül E.
JOURNAL OF SUPERCOMPUTING , vol.79, no.18, pp.20383-20416, 2023 (SCI-Expanded) Sustainable Development identifier identifier

A fine-tuned YOLOv5 deep learning approach for real-time house number detection

Taşyürek M., Öztürk C.
PEERJ COMPUTER SCIENCE , vol.9, no.e1453, pp.1-26, 2023 (SCI-Expanded)

A Novel YoloV5 Deep Learning Model for Handwriting Detection and Recognition

Moustapha M., Taşyürek M., Ozturk C.
INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS , vol.32, no.04, pp.2350016, 2023 (SCI-Expanded) identifier identifier

RT-Droid: a novel approach for real-time android application analysis with transfer learning-based CNN models

TAŞYÜREK M., ARSLAN R. S.
JOURNAL OF REAL-TIME IMAGE PROCESSING , vol.20, no.3, 2023 (SCI-Expanded) Creative Commons License identifier identifier

Transfer learning and fine‐tuned transfer learning methods' effectiveness analyse in the CNN‐based deep learning models

Öztürk C., Taşyürek M., Türkdamar M. U.
CONCURRENCY COMPUTATION PRACTICE AND EXPERIENCE , vol.35, no.4, pp.1-26, 2023 (SCI-Expanded) identifier identifier

AMD-CNN: Android malware detection via feature graph and convolutional neural networks

Arslan R. S., Taşyürek M.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.34, no.23, 2022 (SCI-Expanded) identifier identifier

DDL: A new deep learning based approach for multiple house numbers detection and clustering

Taşyürek M., Öztürk C.
Journal Of The Faculty Of Engineering And Architecture Of Gazi University , vol.37, no.2, pp.843-856, 2022 (SCI-Expanded)

4D-GWR: geographically, altitudinal, and temporally weighted regression

Taşyürek M., Çelik M.
NEURAL COMPUTING AND APPLICATIONS , vol.34, pp.14777-14791, 2022 (SCI-Expanded)

FastGTWR: A fast geographically and temporally weighted regression approach

Taşyürek M., Çelik M.
Journal Of The Faculty Of Engineering And Architecture Of Gazi University , vol.36, no.2, pp.715-726, 2021 (SCI-Expanded)

RNN-GWR: A geographically weighted regression approach for frequently updated data

Tasyurek M., Çelik M.
NEUROCOMPUTING , vol.399, pp.258-270, 2020 (SCI-Expanded) Sustainable Development identifier identifier

Articles Published in Other Journals

Predicting and analysis of urban wastewater quantity to be treated by using Neural Network and ODE model: A case study

Arslan R. S., Taşyürek M., Daşbaşı B., Daşbaşı T.
Environmental Research and Technology , vol.1, pp.1-10, 2024 (Peer-Reviewed Journal)

Performance evaluation of YOLOv5 and YOLOv8 models in car detection

Kılıçkaya F. N., Taşyürek M., Öztürk C.
Imaging and Radiation Research , vol.6, no.2, pp.1-13, 2024 (Peer-Reviewed Journal) Sustainable Development

Prediction of Precipitation using Multiscale Geographically Weighted Regression

Taşyürek M., Çelik M., Kömüşcü A. Ü., Dadaşer Çelik F.
International Journal of Environment and Geoinformatics , vol.11, no.2, pp.61-66, 2024 (Peer-Reviewed Journal)

Alzheimer's Disease Detection Using Convolutional Neural Networks on MR Images

Ünlüleblebici S., Taşyürek M., Öztürk C.
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Dergisi , vol.39, no.3, pp.357-368, 2023 (Peer-Reviewed Journal)

Adversarial Attack Detection with Convolutional Neural Networks on Images for Selection of the Most Suitable Model in Object Detection

Taşyürek M., Gül E.
Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi , vol.13, no.4, pp.2353-2363, 2023 (Peer-Reviewed Journal) identifier

Helmet detectionon the construction site with transfer learning and without transfer learning deep networks

Türkdamar M. U., Taşyürek M., Öztürk C.
Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi , vol.12, no.1, pp.39-51, 2023 (Peer-Reviewed Journal) Sustainable Development

A Novel Approach to Improve the Performance of the Database Storing Big Data with Time Information

Taşyürek M.
Balkan Journal of Electrical and Computer Engineering , vol.10, no.4, pp.388-396, 2022 (Peer-Reviewed Journal)

Determining the Best Meter Reading Route Using Ant Colony and Genetic Algorithm Methods

Taşyürek M., Erat M.
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi , vol.13, no.2, pp.405-411, 2022 (Peer-Reviewed Journal) Creative Commons License

Performance of Machine Learning Methods in Location-Based Prediction

Özmerdivenli N. M., Taşyürek M., Hızlısoy S., Daşbaşı B.
Çukurova Üniversitesi Mühendislik Fakültesi dergisi , vol.37, no.3, pp.793-802, 2022 (Peer-Reviewed Journal) Creative Commons License Sustainable Development identifier

İmar uygulamalarında dağıtımın veri madenciliği yöntemi kullanılarak yapılması

Karaaslan İ., Azgınoğlu N., Taşyürek M.
Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi , vol.1, no.1, pp.1, 2022 (Peer-Reviewed Journal)

Detection of Buildings in the Urban Transformation Process with Spatial Data Mining Methods

Turgut E., Taşyürek M., Azgınoğlu N.
DÜMF Mühendislik Dergisi , vol.13, no.2, pp.161-167, 2022 (Peer-Reviewed Journal) Sustainable Development

Traffic Density Estimation using Machine Learning Methods

Aydın S., Taşyürek M., Öztürk C.
Journal of Artificial Intelligence and Data Science (JAIDA) , vol.1, no.2, pp.136-143, 2021 (Peer-Reviewed Journal) Creative Commons License Sustainable Development

Determining the Best Location for a Religious Build by K-means Clustering Methods

Özmerdivenli N. M., Taşyürek M., Daşbaşı B.
Avrupa Bilim ve Teknoloji Dergisi , no.32, pp.424-430, 2021 (Peer-Reviewed Journal) Creative Commons License Sustainable Development

Air Pollution Prediction for Central Anatolia Region and Its Surroundings with Deep Learning Method

Aydın S., Taşyürek M., Öztürk C.
European Journal of Science and Technology , no.Special Issue 29, pp.168-173, 2021 (Peer-Reviewed Journal) Sustainable Development

Coğrafik Bilgi Sistemleri İçin Mekânsal Etkileşim Analizi ile Adresi Bilgi Sistemi

Taşyürek M., Azgınoğlu N.
Avrupa Bilim ve Teknoloji Dergisi , vol.32, pp.451-456, 2021 (Peer-Reviewed Journal)

RENUMBERING IN CITY WITH HIERARCHICAL CLUSTERING METHOD OF BUS STATION NUMBERS: THE CASE OF KAHRAMANMARAŞ PROVINCE

Şengül S., Taşyürek M., Daşbaşı B.
Euroasia Journal of Mathematics, Engineering, Natural & Medical Sciences , vol.8, no.18, pp.165-174, 2021 (Peer-Reviewed Journal) Sustainable Development

Denormalization Method in Geographical Information Systems Search Process where Spatial Data is Frequently Updated

Taşyürek M.
Avrupa Bilim ve Teknoloji Dergisi , no.24, pp.18-23, 2021 (Peer-Reviewed Journal) Creative Commons License

Determination of Bus Station Violations with Spatial-Temporal Data Mining Method

Taşyürek M.
Avrupa Bilim ve Teknoloji Dergisi , no.24, pp.449-454, 2021 (Peer-Reviewed Journal) Creative Commons License Sustainable Development

Hava Sıcaklık Değerlerinin Coğrafi ve Rakım Ağırlıklı Regresyon Yöntemi ile Tahmin Edilmesi

Taşyürek M., Çelik M.
Avrupa Bilim ve Teknoloji Dergisi , pp.81-86, 2020 (Peer-Reviewed Journal)

Prediction of Vehicle Arrival Times in the Smart Bus Stop System Using Ensemble Artificial Neural Networks

Taşyürek M., Çelik M.
Avrupa Bilim ve Teknoloji Dergisi , no.2020, pp.72-79, 2020 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

Field Detection From Satellite Images With Deep Learning Methods

Türkdamar M. U., Taşyürek M., Öztürk C.
6th International Conference on Inventive Computation Technologies ICICT 2023, Lalitpur, Nepal, 26 - 28 April 2023, pp.25-32

A NEW DEEP LEARNING MODEL FOR CHRONIC KIDNEY DISEASE PREDICTION

Özdemir R., Taşyürek M., Aslantaş V.
15th INTERNATIONAL CONFERENCE ON ENGINEERING & NATURAL SCIENCES, Muş, Turkey, 4 - 06 March 2023, pp.95-105 Creative Commons License Sustainable Development

A New Deep Learning Model for Early Stage of Diabetes Disease Prediction

Ozdemir R., Öztürk C., Tasyurek M., Aslantaş V.
2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023 identifier

X-Ray Filmlerinden Transfer Öğrenmeli Faster R-CNN Derin Öğrenme ile Zatürre Tespiti

Türkdamar M. U., Taşyürek M., Öztürk C.
IV. International Turkic World Congress on Science and Engineering, Niğde, Turkey, 23 - 24 June 2022, pp.61-71 Creative Commons License

MR Görüntüleri Ön İşlenerek Derin Ağlar ile Alzheimer Hastalık Tespiti

Aydın S., Taşyürek M., Öztürk C.
International Conference On Emerging Sources In Science, İstanbul, Turkey, 25 - 27 May 2022, pp.120-156 Creative Commons License

UZUN SÜRELİ KISA BELLEK AĞI YÖNTEMİ İLE TRAFİK YOĞUNLUK TAHMİNİ

Aydın S., Taşyürek M., Öztürk C.
1st International Congress on Artificial Intelligence and Data Science, İzmir, Turkey, 26 November - 28 December 2021, pp.133-143 Creative Commons License Sustainable Development

Regenerating Large Volume Vector Layers with a Denormalization-Based Method

Taşyürek M.
2021 6th International Conference on Computer Science and Engineering (UBMK), Ankara, Turkey, 15 - 17 September 2021, pp.124-128

Mekânsal Verilerin Depolandığı İlişkisel Veritabanı Metin Arama İşleminde Sorgu Optimizasyonu

Taşyürek M.
III. International Turkic World Congress on Science and Engineering, Niğde, Turkey, 14 - 15 June 2021, pp.176-193 Creative Commons License

Pre-Processing and Saving Streaming Spatial Data Using a Buffer Method

Taşyürek M.
IV International Conference on Data Science and Applications (ICONDATA’20), Muğla, Turkey, 4 - 06 June 2021, pp.495-499 Creative Commons License Sustainable Development

Adres Bilgi Sistemi Mimari Tasarımının Mekânsal Etkileşim Yöntemi İle Oluşturulması: Kayseri Örneği

Taşyürek M., Azgınoğlu N.
International Congress on Art and Design Research and Exhibition, Niğde, Turkey, 21 - 22 June 2021, pp.103-104

Publishing Large Volume Spatial Data as Map Layer with Open-Source Software

Taşyürek M.
International Congress of Engineering and Natural Sciences (ICENSS2021),, Ankara, Turkey, 7 - 09 May 2021, pp.50-58 Creative Commons License

Kayseri Kültür Yolu Projesinin Kent Bilgi Sistemine Entegre edilmesi ve Üç Boyutlu Modellerin Kullanılması: Geleneksel Kayseri Mahallesi Örneği

Benli U., Cevat F., Toprak M. F., Taşyürek M., Ergüneş F.
IV. Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu , Zonguldak, Turkey, 16 - 19 October 2012, pp.1-7 Creative Commons License

KENT BİLGİ SİSTEMİ KAPSAMINDA OLUŞTURULAN TARİHİ ESER BİLGİ SİSTEMİ (TEBİS)

Cevat F., Özokutan Alp H., Daysal E., Küçük B., Toprak M. F., Taşyürek M.
IV. Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu, Zonguldak, Turkey, 16 - 19 October 2012, pp.1-5 Creative Commons License

Books & Book Chapters

SAĞLIKTA ARAŞTIRMA YÖNTEMLERİ VE DİJİTAL DÖNÜŞÜM TABANLI VERİ ANALİZİ

Azgınoğlu N., Taşyürek M.
in: Mühendislik Alanında Uluslararası Araştırmalar, Alper BİDECİ, Editor, PLATANUS PUBLISHING, Ankara, pp.52-74, 2023 Creative Commons License

C ile Programlama Başlangıçtan İleri Seviyeye

Arslan R. S., Azgınoğlu N., Taşyürek M.
Nobel Yayın Dağıtım, Ankara, 2022

VERİ MADENCİLİĞİ

Taşyürek M.
in: BİLGİSAYAR BİLİMLERİNDE GÜNCEL KONULAR, Dr. Nuh AZGINOĞLU, Editor, Nobel Yayınevi, Ankara, pp.25-49, 2022

Büyük Veri Mimarisi ve Modelleme Araçları

Taşyürek M.
in: Sağlık Bilişimi ve Veri Analitiği JAMOVI ve JASP Uygulamaları, Serhat BURMAOĞLU,Mustafa Agah TEKINDAL, Editor, Akademisyen Yayınevi, Ankara, pp.199-225, 2021 Creative Commons License

Metrics

Publication

56

Citation (WoS)

27

H-Index (WoS)

6

Citation (Scopus)

33

H-Index (Scopus)

3

Citiation (TrDizin)

1

H-Index (TrDizin)

1

Project

10

Open Access

15
UN Sustainable Development Goals