Eğitim Bilgileri
2011 - 2017
2011 - 2017Doktora
İstanbul Teknik Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği, Türkiye
2007 - 2010
2007 - 2010Yüksek Lisans
İstanbul Teknik Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği, Türkiye
2002 - 2007
2002 - 2007Lisans
İstanbul Teknik Üniversitesi, Bilgisayar Ve Bilişim Fakültesi, Bilgisayar Mühendisliği, Türkiye
Araştırma Alanları
Bilgisayar Bilimleri
Yapay Zeka, Bilgisayarda Öğrenme ve Örüntü Tanıma
Mühendislik ve Teknoloji
Akademik Unvanlar / Görevler
2021 - Devam Ediyor
2021 - Devam EdiyorDr. Öğr. Üyesi
Akdeniz Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü
SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler
2025
2025Multi-Graph Anomaly Detection in Business Processes with Scalable Neural Architectures
Hsu S., Gulce E., Ayaz T. B., ÖZCAN A., AKBULUT A.
IEEE Access
, cilt.13, ss.34969-34984, 2025 (SCI-Expanded)
2024
2024Enhanced-TransUNet for ultrasound segmentation of thyroid nodules
ÖZCAN A., TOSUN Ö., Donmez E., Sanwal M.
Biomedical Signal Processing and Control
, cilt.95, 2024 (SCI-Expanded)
2024
2024Hierarchical multi-head attention LSTM for polyphonic symbolic melody generation
Kasif A., SEVGEN S., ÖZCAN A., ÇATAL Ç.
Multimedia Tools and Applications
, cilt.83, sa.10, ss.30297-30317, 2024 (SCI-Expanded)
2024
2024Deep learning-based modelling of pyrolysis
ÖZCAN A., Kasif A., SEZGİN İ. V., Catal C., Sanwal M., MERDUN H.
Cluster Computing
, cilt.27, sa.1, ss.1089-1108, 2024 (SCI-Expanded)
2023
2023Determining optimal paths of virtual links in Avionics Full-Duplex Switched Ethernet networks using modified ant colony optimization algorithm
Bayram O. B., ÖZCAN A.
Expert Systems with Applications
, cilt.229, 2023 (SCI-Expanded)
2023
2023Structural and topological guided GCN for link prediction in temporal networks
Sserwadda A., ÖZCAN A., Yaslan Y.
Journal of Ambient Intelligence and Humanized Computing
, cilt.14, sa.7, ss.9667-9675, 2023 (SCI-Expanded)
2023
2023A hybrid DNN-LSTM model for detecting phishing URLs
Ozcan A., Catal C., DÖNMEZ E., Senturk B.
NEURAL COMPUTING & APPLICATIONS
, cilt.35, sa.7, ss.4957-4973, 2023 (SCI-Expanded)
2023
2023Analysis of cyber security knowledge gaps based on cyber security body of knowledge
Catal C., ÖZCAN A., Donmez E., Kasif A.
Education and Information Technologies
, cilt.28, sa.2, ss.1809-1831, 2023 (SSCI)
2023
2023Topological Similarity and Centrality Driven Hybrid Deep Learning for Temporal Link Prediction
Sserwadda A., ÖZCAN A., Yaslan Y.
Journal of Universal Computer Science
, cilt.29, sa.5, ss.470-490, 2023 (SCI-Expanded)
2023
2023ACO-based approach for integrating product lifecycle management with MRO services in aviation industry
Guraksin A. M., ÖZCAN A.
Soft Computing
, cilt.27, sa.1, ss.337-361, 2023 (SCI-Expanded)
2023
2023Non-exercise-based racing time prediction of cross-country skiers using machine learning methods combined with Relief-F feature selection
ABUT F., AKAY M. F., Daneshvar S., ÖZCAN A., Heil D.
Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology
, 2023 (SCI-Expanded)
2022
2022A hybrid DenseNet121-UNet model for brain tumor segmentation from MR Images
Cinar N., ÖZCAN A., Kaya M.
Biomedical Signal Processing and Control
, cilt.76, 2022 (SCI-Expanded)
2021
2021Energy Load Forecasting Using a Dual-Stage Attention-Based Recurrent Neural Network
ÖZCAN A., Catal C., Kasif A.
SENSORS
, cilt.21, sa.21, 2021 (SCI-Expanded)
2021
2021Malware Detection Based on Graph Attention Networks for Intelligent Transportation Systems
Catal C., GÜNDÜZ H., ÖZCAN A.
ELECTRONICS
, cilt.10, sa.20, 2021 (SCI-Expanded)
2020
2020Assessment of environmental factors affecting software reliability: A survey study
ÖZCAN A., ÇATAL Ç., TOĞAY C., Tekinerdoǧan B., DÖNMEZ E.
Turkish Journal of Electrical Engineering and Computer Sciences
, cilt.28, sa.4, ss.1841-1858, 2020 (SCI-Expanded)
2019
2019Multivariate Time Series Link Prediction for Evolving Heterogeneous Network
Ozcan A., Öğüdücü Ş.
International Journal of Information Technology and Decision Making
, cilt.18, sa.1, ss.241-286, 2019 (SCI-Expanded)
2018
2018Link prediction in evolving heterogeneous networks using the NARX neural networks
Ozcan A., Öğüdücü Ş.
Knowledge and Information Systems
, cilt.55, sa.2, ss.333-360, 2018 (SCI-Expanded)
Diğer Dergilerde Yayınlanan Makaleler
2022
2022Applying Graph Convolution Networks to Recommender Systems based on graph topology
ÖZCAN A.
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi , cilt.13, sa.2, ss.205-211, 2022 (Hakemli Dergi)
2021
2021Bacterial Disease Detection for Pepper Plant by Utilizing Deep Features Acquired from DarkNet-19 CNN Model
ÖZCAN A., DÖNMEZ E.
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi , cilt.12, sa.4, ss.573-579, 2021 (Hakemli Dergi)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
2024
2024Indoor Localization with GravNetConv and Dynamic Graphs
Bayraktar M., Ozcan A., Ulusar U. D.
2024 9th International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 26 - 28 Ekim 2024, ss.1-5
2024
2024Seasonality Aware Topological Graph Neural Network for Recommender Systems Mevsimselliğe Duyarlı Topolojik Çizge Sinir Ağı Tavsiye Sistemleri
Özden C., ÖZCAN A.
32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024, Mersin, Türkiye, 15 - 18 Mayıs 2024, (Tam Metin Bildiri)
2024
2024Edge Information Assisted Decoder for Business Process Anomaly Detection
Ayaz T. B., ÖZCAN A., AKBULUT A.
8th International Artificial Intelligence and Data Processing Symposium, IDAP 2024, Malatya, Türkiye, 21 - 22 Eylül 2024
2024
2024Drug-Drug and Drug-Protein Link Prediction on DTINet Dataset
Osman Atik M. A., ÇELİK Y., ÖZCAN A.
9th International Conference on Computer Science and Engineering, UBMK 2024, Antalya, Türkiye, 26 - 28 Ekim 2024, ss.928-931
2023
2023Endemic Plant Classification Using Deep Neural Networks
ÖZ M., ÖZCAN A.
3rd International Conference on Access to Recent Advances in Engineering and Digitalization (ARACONF 2023), Türkiye, 15 Mart 2023
2023
2023Sentiment-enhanced Neural Collaborative Filtering Models Using Explicit User Preferences
Dursun C., ÖZCAN A.
5th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2023, İstanbul, Türkiye, 8 - 10 Haziran 2023
2022
2022Optimal Redundant Routing of Virtual Links for Avionics Full-Duplex Switched Ethernet Network
BAYRAM O. B., ÖZCAN A.
2022 30th Signal Processing and Communications Applications Conference (SIU), Safranbolu, Türkiye, 15 Mayıs 2022, (Tam Metin Bildiri)
2022
2022ARINC 664 AFDX AĞLARINDA KABLAJ OPTİMİZASYONUNA DAYALI SANAL BAĞLANTILARIN UYARLANMIŞ GENETİK ALGORİTMAYLA YÖNLENDİRİLMESİ
BAYRAM O. B., ÖZCAN A.
4th International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2022), Baku, Azerbaycan, 20 Mayıs 2022, (Özet Bildiri)
2022
2022Hierarchical and Centrality driven Polypharmacy Side Effect Prediction Model
Sserwadda A., ÖZCAN A., Yaslan Y.
7th International Conference on Computer Science and Engineering, UBMK 2022, Diyarbakır, Türkiye, 14 - 16 Eylül 2022, ss.384-387
2022
2022Deep Hotel Recommender System Using Aspect-based Sentiment Analysis of Users' Reviews
ÖZCAN A., Emiral B., Cetin A. B.
26th International Conference on Pattern Recognition, ICPR 2022, Montreal, Kanada, 21 - 25 Ağustos 2022, cilt.2022-August, ss.3090-3096, (Tam Metin Bildiri)
2022
2022Using Supervised Machine Learning Algorithms For Drug Target Interaction Prediction
Yildiz N. F., ÖZCAN A.
2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, Antalya, Türkiye, 7 - 09 Eylül 2022
2020
2020Deep Hybrid Recommender System
TÜRKER D., ÖZCAN A., ÖĞÜDÜCÜ Ş.
2020 28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Türkiye, 05 Ekim 2020, (Tam Metin Bildiri)
2016
2016Temporal Link Prediction Using Time Series of Quasi-Local Node Similarity Measures
ÖZCAN A., ÖĞÜDÜCÜ Ş.
2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA), Los-Angeles, Şili, 18 Aralık 2016, (Tam Metin Bildiri)
Kitaplar
2010
2010