Metrics
Publication
14
Open Access
4
UN Sustainable Development Goals
Education
2007 - 2016
2007 - 2016Doctorate
Ihsan Dogramaci Bilkent University, Faculty Of Engıneerıng, Bilgisayar Mühendisliği, Turkey
2004 - 2007
2004 - 2007Postgraduate
Ihsan Dogramaci Bilkent University, Faculty Of Engıneerıng, Bilgisayar Mühendisliği, Turkey
2000 - 2004
2000 - 2004Undergraduate
Ihsan Dogramaci Bilkent University, Faculty Of Engıneerıng, Bilgisayar Mühendisliği, Turkey
Dissertations
2016
2016Doctorate
Automatic detection of compound structures by joint selection of region groups from multiple hierarchical segmentations
Ihsan Dogramaci Bilkent University, Mühendislik Fakültesi, Bilgisayar Mühendisliği
2007
2007Postgraduate
Hierarchical segmentation, object detection and classification in remotely sensed images
Ihsan Dogramaci Bilkent University, Mühendislik Fakültesi, Bilgisayar Mühendisliği
Foreign Languages
C1 Advanced
C1 AdvancedEnglish
Research Areas
Avesis Research Areas:
Computer Sciences, algorithms, Computer Vision, Computer Vision, Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Learning, Pattern Recognition and Image Processing, Neural Networks, Engineering and Technology
WoS Research Areas:
Computer Science, Computer Science Artificial Intelligence, Engineering Computing & Technology (Eng)
Scopus Research Areas:
General Computer Science, Artificial Intelligence
Research Areas Based on Academic Activities
Avesis Research Areas
WoS Research Areas
Scopus Research Areas
Academic Positions
2017 - Present
2017 - PresentAssistant Professor
Akdeniz University, Faculty of Engineering, Bilgisayar Mühendisliği
Articles
All (6)
SCI-E, SSCI, AHCI (6)
SCI-E, SSCI, AHCI, ESCI (6)
Scopus (6)
2025
20251. Predicting graft survival in paediatric kidney transplant recipients using machine learning
Aksoy G. K., AKÇAY H. G., Arı Ç., Adar M., KOYUN M., ÇOMAK E., et al.
Pediatric Nephrology , vol.40, no.1, pp.203-211, 2025 (SCI-Expanded)
2021
20212. Analysis of Bayesian Network Learning Techniques for a Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm: a case study on MNK Landscape
Martins M. S. R., Yafrani M. E., Delgado M., Luders R., Santana R., Siqueira H. V., et al.
JOURNAL OF HEURISTICS , vol.27, no.4, pp.549-573, 2021 (SCI-Expanded)
2020
20203. Automated Bird Counting with Deep Learning for Regional Bird Distribution Mapping
AKÇAY H. G., KABASAKAL B., AKSU D., DEMİR N., ÖZ M., ERDOĞAN A.
ANIMALS , vol.10, no.7, 2020 (SCI-Expanded, Scopus)
2016
20164. Automatic Detection of Compound Structures by Joint Selection of Region Groups From a Hierarchical Segmentation
Akcay H. G., Aksoy S.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
, vol.54, no.6, pp.3485-3501, 2016 (SCI-Expanded, Scopus)
2010
20105. Automatic Mapping of Linear Woody Vegetation Features in Agricultural Landscapes Using Very High Resolution Imagery
Aksoy S., Akcay H. G., WASSENAAR T.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
, vol.48, no.1, pp.511-522, 2010 (SCI-Expanded)
2008
20086. Automatic detection of geospatial objects using multiple hierarchical segmentations
Akcay H. G., Aksoy S.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
, vol.46, no.7, pp.2097-2111, 2008 (SCI-Expanded, Scopus)
Papers Presented at Peer-Reviewed Scientific Conferences
2021
20211. Fusion Planet: Past, Today and Future of Computer Scientific Solutions in Digital Pathology
Alkan T. Y., Akçay H. G., Toru H. S.
International Congress of Future Medical Pioneers , 8 - 09 May 2021, pp.2-3, (Summary Text)
2013
20132. A Novel Hepatocellular Carcinoma Xenograft Model in Zebrafish
AVCI M. E., AKÇAY H. G., KARABULUT A., ADAMS M. M., ÖZTÜRK M., KONU KARAKAYALI Ö.
2. Uluslararası Moleküler Biyoloji Derneği Kongresi, 22 - 23 November 2013, (Summary Text)
2012
20123. DETECTION OF COMPOUND STRUCTURES USING MULTIPLE HIERARCHICAL SEGMENTATIONS
AKÇAY H. G., AKSOY S.
2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), Munich, Germany, 22 - 27 July 2012, pp.6833-6836, (Full Text)
2011
20114. DETECTION OF COMPOUND STRUCTURES USING HIERARCHICAL CLUSTERING OF STATISTICAL AND STRUCTURAL FEATURES
AKÇAY H. G., AKSOY S.
2011 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), Vancouver, Canada, 24 - 29 July 2011, pp.2385-2388, (Full Text)
2010
20105. BUILDING DETECTION USING DIRECTIONAL SPATIAL CONSTRAINTS
AKÇAY H. G., AKSOY S.
2010 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, Honolulu, South Korea, 25 - 30 June 2010, pp.1932-1935
2008
20086. Automatic Mapping of Linearwoody Vegetation Features in Agricultural Landscapes
AKSOY S., AKÇAY H. G., CİNBİŞ R. G., Wassenaar T.
IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium, Boston, MA, USA, United States Of America, 7 - 11 July 2008, (Full Text)
2005
20057. Multi-resolution segmentation and shape analysis for remote sensing image classification
AKSOY S., AKÇAY H. G.
2nd International Conference on Recent Advances in Space Technologies, Turkey, 09 June 2005, (Full Text)
Books
2012
20121. Image Classification and Object Detection Using Spatial Contextual Constraints
AKÇAY H. G., AKSOY S., Cinbiş R. G.
in: Signal and Image Processing for Remote Sensing, Chen C.H. , Editor, Crc Academic Press, Boca Raton, Florida, pp.441-461, 2012
Funded Projects
2024 - 2026
2024 - 2026Turizm Sektörü İçin Yapay Zeka Destekli Sürdürülebilir Ulaşım Ekosistemi
TUBITAK Project , 1711 - Artificial Intelligence Ecosystem Call
Uluşar Ü. D.(Executive), Çolak Ö. H., Akçay H. G., Bilge A., Ak M.
2022 - 2025
2022 - 2025
Küçük hücreli dışı akciğer kanserlerinde alt tiplendirme için yapay zeka uygulamaları
Project Supported by Higher Education Institutions , BAP Research Project
TORU ATEŞER H. S. (Executive), ÖZBUDAK İ. H., ÇELİK M. Y., ALKAN T. Y., AKÇAY H. G., SALEHİ MOHARER M.
2010 - 2012
2010 - 2012Mining of Very High Resolution Satellite Images Using Hierarchical Graph Models
TUBITAK Project
AKÇAY H. G.
2005 - 2010
2005 - 2010Probabilistic and Structural Approaches to Image Understanding, Classification and Retrieval, and Applications to Remote Sensing and Medical Image Analysis
TUBITAK Project
AKÇAY H. G.
2008 - 2008
2008 - 2008Automatic Mapping of Linear Woody Vegetation Features in Agricultural Landscapes
EU Supported Other Project
AKÇAY H. G.
2005 - 2007
2005 - 2007Hierarchical Classification, Mining and Semantic Retrieval in Remote Sensing Image Archives
TUBITAK Project
AKÇAY H. G.
Awards
Congress and Symposium Activities
08 May 2021 - 09 May 2021
08 May 2021 - 09 May 2021International Congress of Future Medical Pioneers
Invited Speaker
Alabama-United States Of America
Scholarships
2010 - Present
2010 - Present