Publications

Mukherjee, S., B. Warmack, A. Boyaci, J. Olatt, P. Groth, D. Herron, and K. Villez. “Rolling root mean square based multimodal anomaly detection for real time monitoring of smart grid.” 2026 IEEE international conference on prognostics and health management (ICPHM), pp. 167–174, 2026. https://doi.org/10.1109/ICPHM69567.2026.11585467.

Sivka, G., E. Aydin, M. Mohammad, O. C. Onar, S. Chowdhury, A. Boyaci, and A. R. Ekti. “Design and performance assessment of intermediary coils for misalignment tolerance improvement in wireless power transfer systems.” 2026 IEEE transportation electrification conference & expo (ITEC) & electric aircraft technologies symposium (EATS) (ITEC+EATS), pp. 1–7, 2026. https://doi.org/10.1109/ITECEATS66641.2026.11592988.

Xu, H., A. Boyaci, J. Lian, and A. J. Wilson. “Explainable AI for multivariate time series pattern exploration: Latent space visual analytics with temporal fusion transformer and variational autoencoders in power grid event diagnosis.” IEEE Access, 14:11744–11767, 2026. https://doi.org/10.1109/ACCESS.2025.3602635.

Gökcen, A. and A. Boyaci. “Robust federated learning with confidence-weighted filtering and GAN-based completion under noisy and incomplete data.” arXiv preprint arXiv:2505.09733, 2025. https://doi.org/10.48550/arXiv.2505.09733.

Shaik, P., C. Keçeci, K. K. Garg, A. Boyaci, M. Ismail, and E. Serpedin. “Hybrid RF-VLC communication system: Performance analysis and deep learning detection in the presence of blockages.” IEEE Transactions on Vehicular Technology, 73(11):17122–17134, 2024. https://doi.org/10.1109/tvt.2024.3425729.

Gökcen, A. and A. Boyaci. “Privacy-preserving real-time action detection in intelligent vehicles using federated learning-based temporal recurrent network.” Electronics, 13(14):2820, 2024. https://doi.org/10.3390/electronics13142820.

Güven, E. Y., A. Boyaci, F. N. Sarıtemur, Z. Türk, G. Sütçü, and Ö. C. Turna. “ICON: Instagram profile classification using image and natural language processing methods.” IEEE Transactions on Computational Social Systems, 11(2):2776–2783, 2024. https://doi.org/10.1109/tcss.2023.3275428.

Yarkan, S. and A. Boyaci. “A unified geometric proof of aristarchus’ inequality.” Mathematics Magazine, 97(3):293–299, 2024. https://doi.org/10.1080/0025570x.2024.2340398.

Atsever, M. B., A. Boyaci, S. Yarkan, and M. H. Hocaoglu. “Onsite partial discharge detection and location system for underground cables using USRP-based measurement system.” 2024 6th global power, energy and communication conference (GPECOM), pp. 368–373, 2024.

Yılmaz, A. M., A. Boyaci, A. R. Ekti, and S. Yarkan. “An experimental setup for mechanical vibration analysis using VLC.” 2024 32nd signal processing and communications applications conference (SIU), pp. 1–4, 2024.

AKGÜMÜŞ, M. M. and A. Boyaci. “Bankacılık sektörü için topluluk öğrenimini kullanan iki aşamalı bir müşteri şikayet yönetimi.” Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi, 16(1):45–52, 2023. https://doi.org/10.54525/tbbmd.1163852.

Shaik, P., C. Keçeci, K. K. Garg, A. Boyaci, M. Ismail, and E. Serpedin. “Performance of deep learning assisted visible light communications impaired by blockages.” GLOBECOM 2023 - 2023 IEEE global communications conference, pp. 4704–4709, 2023. https://doi.org/10.1109/GLOBECOM54140.2023.10436826.

Söylemez, R. and A. Boyaci. “Bot account analysis on social media with artificial intelligence support on twitter example.” Journal of Millimeterwave Communication, Optimization and Modelling, 3(2):32–36, 2023.

Cankurtaran, H. S., A. Boyaci, and S. Yarkan. “An experimental framework for power analysis for side-channel attacks.” Turkish Journal of Engineering Research and Education, 1(2):92–99, 2022.

Güven, E. Y., A. Boyaci, and M. A. Aydin. “A novel password policy focusing on altering user password selection habits: A statistical analysis on breached data.” Computers & Security, 113:102560, 2022.

Kılıç, A. H., A. Boyaci, and S. Yarkan. “Location estimation on mobile networks.” İstanbul Ticaret Üniversitesi Teknoloji ve Uygulamalı Bilimler Dergisi, 4(2):199–204, 2022.

Köseoğlu, Y. and A. Boyaci. “Detection of involuntary movement with wearable technology.” 2022 international congress on human-computer interaction, optimization and robotic applications (HORA), pp. 1–5, 2022. https://doi.org/10.1109/HORA55278.2022.9800040.

Mukalazi, A. and A. Boyaci. “The internet of things: A domain-specific security requirement classification.” 2022 international congress on human-computer interaction, optimization and robotic applications (HORA), pp. 1–8, 2022.

Boylu, B. and A. Boyaci. “Travel time prediction in public transportation.” İstanbul Ticaret Üniversitesi Teknoloji ve Uygulamalı Bilimler Dergisi, 4(1):119–128, 2021.

Çankaya, G., A. Boyaci, and S. Yarkan. “Kizilötesi damar görüntüsü İşleme ve damar tespiti.” İstanbul Ticaret Üniversitesi Teknoloji ve Uygulamalı Bilimler Dergisi, 3(2):183–188, 2021.

Gökcen, A., B. Karadağ, C. Riva, and A. Boyaci. “Artificial intelligence–based COVID-19 detection using cough records.” 2021.

Abed, A. M. and A. Boyaci. “A lightweight cryptography algorithm for secure smart cities and IOT.” Electrica, 20(2):168–176, 2020.

Cankurtaran, H. S., A. Boyaci, and S. Yarkan. “An acoustic signal based language independent lip synchronization method and its implementation via extended LPC.” 2020 28th signal processing and communications applications conference (SIU), pp. 1–4, 2020.

Girgin, M. C. and A. Boyaci. “Performance comparison of spatial search algorithms for specific datasets in smart cities.” İstanbul Ticaret Üniversitesi Teknoloji ve Uygulamalı Bilimler Dergisi, 3(1):41–50, 2020.

Qaraqe, M., M. Usman, K. Ahmad, A. Sohail, and A. Boyaci. “Automatic food recognition system for middle-eastern cuisines.” IET Image Processing, 14(11):2469–2479, 2020.

Tatlıgil, İ. S., E. Bolat, and A. Boyaci. “ISO 27001 bilgi güvenliği yönetim sistemi kapsaminda tek kullanimlik Şifre Üretme.” İstanbul Ticaret Üniversitesi Teknoloji ve Uygulamalı Bilimler Dergisi, 3(1):61–68, 2020.

Yalçın, N. O. and A. Boyaci. “İnsansiz hava araçlarinin hareket ve yönlendirme protokollerine göre performans Ölçümü.” İstanbul Ticaret Üniversitesi Teknoloji ve Uygulamalı Bilimler Dergisi, 3(1):27–40, 2020.

Alaca, Ö., A. Boyaci, S. Yarkan, and M. A. Aydn. “A statistical modulation type identifier for remote keyless entry transmitters based on extended energy detector.” 2019 7th international symposium on digital forensics and security (ISDFS), pp. 1–6, 2019.

Boyaci, A., A. R. Ekti, M. A. Aydin, and S. Yarkan. “International telecommunications conference: Proceedings of the ITelCon 2017, istanbul.” Edited proceedings volume, Lecture Notes in Electrical Engineering, Springer; Springer, 2019. https://doi.org/10.1007/978-981-13-0408-8.

Elezi, E., G. Çankaya, A. Boyaci, and S. Yarkan. “A detection and identification method based on signal power for different types of electronic jamming attacks on GPS signals.” 2019 IEEE 30th annual international symposium on personal, indoor and mobile radio communications (PIMRC), pp. 1–5, 2019.

Elezi, E., G. Çankaya, A. Boyaci, and S. Yarkan. “The effect of electronic jammers on GPS signals.” 2019 16th international multi-conference on systems, signals & devices (SSD), pp. 652–656, 2019.

Guven, E. Y., M. Y. Yagci, A. Boyaci, S. Yarkan, and M. A. Aydin. “A survey on backbone attack.” 2019 7th international symposium on digital forensics and security (ISDFS), pp. 1–5, 2019.

Karakaşlı, M. S., M. A. Aydin, S. Yarkan, and A. Boyaci. “Dynamic feature selection for spam detection in twitter.” International telecommunications conference, pp. 239–250, 2019.

Serin, D. A., A. Boyaci, A. Özpınar, and S. Yarkan. “An IEEE 802.11 x implementation for V2X communications towards IoT and big data.” International telecommunications conference, pp. 177–188, 2019.

Serpedin, E., A. R. Ekti, A. Boyaci, M. A. Imran, M. A. Aydın, and S. Yarkan. “The advances of fronthaul and backhaul communication for 5G and beyond.” Guest Editorial, Physical Communication 36.1 (2019), 2019.

Tokgoz, S. C., N. Anous, S. Yarkan, A. Boyaci, and K. A. Qaraqe. “Performance evaluation of white LED-based OFDM-VLC systems with blue filters: Experimental study.” 2019 16th international multi-conference on systems, signals & devices (SSD), pp. 686–690, 2019.

Hessien, S., S. C. Tokgoz, N. Anous, A. Boyaci, M. Abdallah, and K. A. Qaraqe. “Experimental evaluation of OFDM-based underwater visible light communication system.” IEEE Photonics Journal, 10(5):1–13, 2018. https://doi.org/10.1109/jphot.2018.2871958.

Alaca, Ö., G. Kirman, A. Boyaci, and S. Yarkan. “Empirical analysis of the performance of radiometer for digitally modulated signals.” Computational methods and telecommunication in electrical engineering and finance (CMTEEF 2018), 2018.

Birdevrim, S. A., A. Boyaci, and D. A. S. Al Thani. “İyileştirilmiş otomatik anahtar kelime Çıkarımı (brake).” İstanbul Ticaret Üniversitesi Teknoloji ve Uygulamalı Bilimler Dergisi, 1(1):11–19, 2018.

Boyaci, A., A. R. Ekti, S. Yarkan, and M. A. Aydın. “Monitoring, surveillance, and management of the electromagnetic spectrum: Current issues in electromagnetic spectrum monitoring.” Electrica, 18(1):100–108, 2018.

Boyaci, A., S. Yarkan, A. R. Ekti, and M. A. Aydin. “WWW: World wide wheels—a paradigm shift for transportation systems via xG.” CRC Press, 2018.

Yıldırım, A. K., A. Boyaci, and M. Qaraqe. “Araçsal ağların afet senaryolarındaki performanslarının karşılaştırılması.” 2018.

Ekti, A. R., A. Boyaci, A. Alparslan, İ. Ünal, S. Yarkan, A. Görçin, H. Arslan, and M. Uysal. “Statistical modeling of propagation channels for terahertz band.” 2017 IEEE conference on standards for communications and networking (CSCN), pp. 275–280, 2017.

Alaca, Ö., A. Boyaci, and S. Yarkan. “A low-cost, high-precision signal generation algorithm and prototype implementation for software-defined radios.” 2016 national conference on electrical, electronics and biomedical engineering (ELECO), pp. 641–645, 2016.

Tokgöz, S. C., A. Boyaci, and S. Yarkan. “A secure communications prototype implementation for PSTNs operating on physical layer.” 2016 national conference on electrical, electronics and biomedical engineering (ELECO), pp. 599–603, 2016.

Akı, F. N., A. Boyaci, and S. Yarkan. “High-resolution multi-band spectrum occupancy measurements and evaluations at 900MHz downlink band for istanbul metropolitan.” 2015 23nd signal processing and communications applications conference (SIU), pp. 1639–1642, 2015.

Boyaci, A. “A cross-layer design for next generation wireless networks: V2V perspective.” PhD thesis, 2015.

Boyaci, A., F. N. Akı, and S. Yarkan. “On error variance for autoregressive process-based spectrum occupancy prediction with energy detector for cognitive networks.” 2015 international wireless communications and mobile computing conference (IWCMC), pp. 868–873, 2015.

Boyaci, A. and T. İmeci. “A symmetric u-slot microstrip patch antenna design.” 2015 23nd signal processing and communications applications conference (SIU), pp. 2017–2020, 2015.

Boyaci, A., S. Yarkan, and A. C. Sönmez. “Fractional-rate radiometer for spectrum sensing based on i/q branch separation.” 2015 23nd signal processing and communications applications conference (SIU), pp. 1350–1353, 2015.

Boyaci, A., H. Zaim, and C. Sönmez. “A cross-layer adaptive channel selection mechanism for IEEE 802.11 p suite.” EURASIP Journal on Wireless Communications and Networking, 2015(1):1–13, 2015.

Özpınar, A., A. Boyaci, S. Yarkan, and E. Öztürk. “Ev2c: Extended vehicle–to–cloud model and conceptual implementation for big data.” 2015.

Boyaci, A., E. Öztürk, S. Yarkan, and A. H. Zaim. “Towards green and secure vehicle-to-vehicle communications: A protocol for establishing the network.” 2013 7th international conference on application of information and communication technologies, pp. 1–4, 2013.

Boyaci, A., S. Yarkan, and A. H. Zaim. “Identification of shadowed fast fading interference in celullar mobile radio systems.” 2013 21st signal processing and communications applications conference (SIU), pp. 1–4, 2013.

Boyaci, A. “Gömülü sistemler için mikro kernel işletim sistemi tasarımı.” Master’s thesis, İstanbul Üniversitesi, 2010.