Zuhal Can
  • Slayt

Research Interest

Querying, tracking and routing on wireless sensor networks, Federation of wireless sensor networks
 

Education 

Post-Doctoral Researcher (2015 - 2016) University at Buffalo, SUNY - Computer Science and Engineering 

PhD. (2009 - 2015) University at Buffalo, SUNY - Computer Science and Engineering

MS. (2008 - 2009) University of Connecticut - Computer Science and Engineering

BS. (2002 - 2006) Atilim University - Computer Engineering


Publications

  • Emre Aydin, Zuhal Can. “Explainable Multi-Modal CNN–Radiomics Ensemble for Dental Lesion Detection”. 2nd International Symposium on Engineering, Design and Innovative Research 2025. 14-15 Mayıs 2025, Sinop – TURKIYE.
  • Buket Soyhan, Zuhal Can, Emrah Atilgan. “Detecting Synthetic Voices with Deep Feature Fusion and Ensemble Learning”. 2nd International Symposium on Engineering, Design and Innovative Research 2025. 14-15 Mayıs 2025, Sinop – TURKIYE.
  • Berkay Önk ve Zuhal Can, “Integrating IoT and Deep Learning for Traffic Analysis and Prediction with Weather Variables”, ESTUDAM Bilişim, c. 6, sy. 1, ss. 10–19, 2025, doi: 10.53608/estudambilisim.1574504.
  • Buket Soyhan and Zuhal Can, “Enhancing Predictive Maintenance in Industrial IoT: A Machine Learning Approach for Real-time Anomaly Detection in Pressure Switches”, ESTUDAM Bilişim, c. 6, sy. 1, ss. 1–9, 2025, doi: 10.53608/estudambilisim.1574345.
  • Leonel Fokouong Nobosse ve Zuhal Can. “IoT Sistemleri ve Makine Öğrenmesi Teknikleri Kullanılarak Boğulma ve Yangın Risklerinin Tahmini”, Fırat Üniversitesi Fen Bilimleri Dergisi, c. 37, sy. 1, ss. 19–26, 2025.
  • Zuhal Can. ShoppingTotal: A Mobile Application Utilizing Assisted Rekognition Algorithm for Intelligent Price Detection from Shelf Label Images. Bilgi Ve İletişim Teknolojileri Dergisi (2024), 6(1), 57-74. https://doi.org/10.53694/bited.1470771
  • Zuhal Can, Sahin Isik and Yildiray Anagun. CVApool: Using null-space of CNN weights for the tooth disease classification. Neural Comput & Applic (2024). https://doi.org/10.1007/s00521-024-09995-2
  • Zuhal Can and Emrah Atilgan. A Review of Recent Machine Learning Approaches for Voice Authentication Systems, Journal of Information and Communication Technologies, 5(1), 95-113. 2023. https://doi.org/10.53694/bited.1296035
  • Ali A Abdulrahman, Sahin Isik, Zuhal Can, Yildiray Anagun. “Using Deep Learning Techniques for Tooth Decay Detection”. International Marmara Sciences Congress 2023. 15-16 December 2023, Kocaeli – TURKIYE.
  • Zuhal Can and Sahin Isik. Diagnosing Diseases from Fingernail Images. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi, 30 (3) , 464-470. 2022. DOI: 10.31796/ogummf.1111749
  • Sahin Isik, Zuhal Can, Yildiray Anagun, Okan Güder. “Hafif Evrimsel Sinir Ağı İle Tırnak Hastalığı Sınıflandırması”. 16. Uluslararası Sağlıkta Kalite, Akreditasyon Ve Hasta Güvenliği Kongresi. 22-25 Mayıs 2022, Antalya – TÜRKİYE.
  • Zuhal Can and Elif Değirmenci. Energy Utilization Impacts in Detecting Abnormality on Wireless Sensor Networks. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi , 30 (1) , 1-6 . 2022. DOI: 10.31796/ogummf.869907
  • Zuhal Can, Kerim Çağlar, Batuhan Hesapdar, Berkay Önk, Belal Rahimi. "Fen Bilimleri, Matematik, Mühendislik, ve Sağlık Bilimleri Alanında Yeni Trendler" Kitabı., Bölüm 12: Akıllı Ev Sistemlerinde Nesnelerin İnterneti İçin Prototip Tasarımı., Duvar Yayınları., Mart, 2022., ISBN:  978-625-8109-24-5.
  • Zuhal Can., Öğrenciler İçin Konaklama Yeri Arama Sistemi., International Aegean Conferences, Innovation Technologies & Engineering-V., 25-26 Şubat, 2022., ISBN: 978-625-7720-74-8
  • Zuhal Can and Elif Değirmenci, Network Load Effects on Wireless Sensor Network Node Activity, Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi, Volume 3, 2022, Pages 6 - 10, ISSN 2687-606X, doi: 10.53608/estudambilisim.1021409
  • Zuhal Can. "Kurum İçi Maske Tespit ve Uyarı Sistemi." Uluslararası Bilimsel Gelişmeler Kongresi ICONSAD'21. 22 Aralık 2021
  • Zuhal Can and Elif Değirmenci. "Effects of Network Density in Detecting Node Abnormality in Wireless Sensor Networks". International Conference on Internet of Things, Big Data Analytics and Information Technology (ICITBDIT - 2020), Istanbul, Turkey, December 20, 2020, pp.36-40
  • Zuhal Can and Murat Demirbas. "Querying on Federated Sensor Networks." Journal of Sensor and Actuator Networks 5.3 (2016): 14.
  • Zuhal Can and Murat Demirbas. "Smartphone-based data collection from wireless sensor networks in an urban environment." Journal of Network and Computer Applications 58 (2015): 208-216.
  • Zuhal Can Murat Demirbas., Energy-efficient Smartphone-based Data Collection from Wireless Sensor Networks. IEEE CCNC, 2015
  • Zuhal Can Murat Demirbas, A survey on in-network querying and tracking services for wireless sensor networks, Ad Hoc Networks, Volume 11, Issue 1, January 2013, Pages 596-610, ISSN 1570-8705, 10.1016/j.adhoc.2012.08.007.
  • Murat Demirbas, Zuhal Can. Investigation of querying techniques for federated sensor networks. IWCMC, pages 2034-2039, 2011