Publications

Articles

Predicting dissolved oxygen levels in aquatic ecosystems using machine learning models

Arısoy Ç., Süzgen E. E., Yıldız G.
Bozok Journal of Engineering and Architecture, vol.4, no.1, pp.56-65, 2025 (Peer-Reviewed Journal) Sustainable Development

CucuNetCNNs: Application of novel ensemble deep neural networks for classification of cucumber leaf disease

Emin Sahin M. E., Özkaya U., Arisoy Ç., Coşar H. İ., Ulutaş H.
Ain Shams Engineering Journal, vol.16, no.5, 2025 (SCI-Expanded, Scopus) identifier identifier

Sugar beet farming goes high-tech: a method for automated weed detection using machine learning and deep learning in precision agriculture

Ortataş F. N., Ozkaya U., Şahin M. E., Ulutaş H.
Neural Computing and Applications, vol.36, no.9, pp.4603-4622, 2024 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

Classification of cucumber leaf diseases on images using innovative ensembles of deep neural networks

Ulutaş H., Emin Sahin M.
Journal of Electronic Imaging, vol.32, no.5, 2023 (SCI-Expanded, Scopus) Sustainable Development identifier

Design of Efficient Methods for the Detection of Tomato Leaf Disease Utilizing Proposed Ensemble CNN Model

Ulutaş H., Aslantaş V.
Electronics (Switzerland), vol.12, no.4, 2023 (SCI-Expanded, Scopus) Sustainable Development identifier identifier identifier

A Fast and Accurate Method for Classifying Tomato Plant Health Status Using Machine Learning and Image Processing

ULUTAŞ H., ASLANTAŞ V.
Elektronika ir Elektrotechnika, vol.29, no.2, pp.54-68, 2023 (SCI-Expanded, Scopus) Sustainable Development identifier

Papers Published in Refereed Scientific Meetings

Leaf Development Tracking Using Image Processing Methods

BÜKER H. D., ÖZBAY KARAKUŞ M., ŞAHİN M. E., ULUTAŞ H.
6th International Conference on Scientific and Academic Research, Konya, Turkey, 19 - 20 March 2025, pp.424-434, (Full Text)

Rose Petal Multi-Classification with Deep Learning Methods

YILDIZ G., ULUTAŞ H.
5th International Conference on Frontiers in Academic Research, Konya, Turkey, 25 - 26 September 2025, pp.72, (Summary Text)

Autonomous Mapping and Spraying in Precision Agriculture using Unmanned Ground Vehicles

Ortataş F. N., Ulutaş H., Şahin M. E., Ciftci F.
2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023, (Full Text) Sustainable Development identifier

A Novel Method of Obstacle Detection Using Stereo Vision for Unmanned Systems

ORTATAŞ F. N., ŞAHİN M. E., ULUTAŞ H., Yakut U., Koç Y.
2023 11th International Scientific Conference COMPUTER SCIENCE, Sofya, Bulgaria, 18 - 20 September 2023, (Full Text) identifier

A New Approach to Determine the Milk Lines of Silage Corn Using Image Processing Techniques

Şahin M. E., Ulutaş H., Ortataş F. N.
8. Uluslararası Bilgi​sayar Bilimleri ve Mühendisliği ​Konferansı (UBMK 2023), Burdur, Turkey, 13 - 15 September 2023, (Full Text) identifier

Deep learning architectures for fresh and rotten fruit classification

Şahin M. E.
4th International Conference on Frontiers in Academic Research, Konya, Turkey, 13 - 14 December 2024, pp.1126-1133, (Full Text) Sustainable Development