Publications

Yu Wang, Joseph Shingleton, Yunus Serhat Bıçakçı, Anahid Basiri, James Ackland (2026). The Invisible City: Not All Streets Are Seen Equally. GeoAI 2026.

Yunus Serhat Bıçakçı, Joseph Shingleton, Yu Wang, Anahid Basiri (2026). Mapping the Semantics of the Street: A VLM-Driven Geospatial Analysis in Fatih, Istanbul. GeoAI 2026.

Joseph Shingleton, Yunus Serhat Bıçakçı, Yu Wang, Ana Basiri, Meiliu Wu (2026). A Graph-Based Community Detection Approach for Identifying the Semantic Neighbourhoods within London's Airbnb Properties. AGILE 2026.

Yunus Serhat Bıçakçı (2026). Performance Comparison of Multimodal Vision-Language Models in Classifying Turkish Dishes. SAUCIS.

Joseph Shingleton, Yunus Serhat Bıçakçı, Yu Wang, Anahid Basiri (2026). Emergent Spatio-Semantic Structure in Large Language Model Embedding Spaces. GeoAI 2026.

Meiliu Wu, Qunying Huang, Anahid Basiri, Yunus Serhat Bıçakçı, Joseph Shingleton (2026). Towards GeoAI Foundation Models: A Multimodal Learning Framework with Geospatial Intelligence. SAGE Chapter.

Yunus Serhat Bıçakçı, Alina Ristea (2025). Digitalising Probation with Geospatial AI: Street-Level Human Perception in İstanbul’s Fatih District. TPS 2025.

Yunus Serhat Bıçakçı (2025). From Video to Recipe: Leveraging Vision Language Models for Culinary Analysis. ICFR 2025.

Yunus Serhat Bıçakçı, Joseph Shingleton, Anahid Basiri (2025). Street-Level Geolocalization Using Multimodal Large Language Models and Retrieval-Augmented Generation. arXiv:2509.01341.

Beytullah Sarica, Yunus Serhat Bıçakçı, Dursun Zafer Şeker (2025). Comparative Assessment of CNN and Transformer U-Nets in Multiple Sclerosis Lesion Segmentation. Int. J. Imaging Syst. Technol..

Yunus Serhat Bıçakçı, Alina Ristea, Kate Bowers (2025). Big Data and Social Media Analytics: Opportunities for Interactive Crime Mapping. Springer Chapter.

Yunus Serhat Bıçakçı (2024). Yapay Zekanın Sokak Seviyesi Görüntü Analizinde Kullanımı. Kitap Bölümü.

Yunus Serhat Bıçakçı, Beytullah Sarica (2023). ATTransUNet: Semantic Segmentation Model for Building Segmentation from Aerial Image and Laser Data. Nordic Machine Intelligence.

Yunus Serhat Bıçakçı, Dursun Zafer Şeker, Hande Demirel (2020). Location-Based Analyses for Electronic Monitoring of Parolees. ISPRS International Journal of Geo-Information.

Çağdaş Caz, Yunus Serhat Bıçakçı, Fatma Firuzan Nakipoğlu (2019). Spora Yonelik Tutum ile Yasam Doyumu Arasındaki Iliski: Marmara Universitesi Sosyal Bilimler Meslek Yuksekokulu Oğrencileri Orneği.

Yunus Serhat Bıçakçı, Beytullah Sarica, Mete Ercan Pakdil, Batuhan Yazırlı, Hande Demirel (2017). Spatio-Temporal Analyses to Estimate Speed Information for Transport Forecasting and Scenario Testing. Fresenius Environmental Bulletin.

Yunus Serhat Bıçakçı, Dursun Zafer Şeker (2015). Elektronik İzleme Teknolojisi ve Türkiye'de Uygulanması. Türkiye’de Denetimli Serbestlik 10. Yıl Uluslararası Sempozyumu.