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June 2026

Frequency-Weighted Neural Kalman Filters

Dogan, A. H., Demirel, B. U., & Holz, C.
IEEE/ICRA'26
Supervisor Prof. Dr. Christian Holz
Laboratory Sensing, Interaction, & Perception Laboratory (SIPLab), ETH Zürich
Employment Intern, Jan 2025 - Oct 2025
GitHubarXivPDF
May 2025

Beyond subjectivity: Continuous cybersickness detection using EEG-based multitaper spectrum estimation

Demirel, B. U., Dogan, A. H., Rossie, J., Möbus, M., & Holz, C.
IEEE/TVCG'25
Supervisor Prof. Dr. Christian Holz
Laboratory Sensing, Interaction, & Perception Laboratory (SIPLab), ETH Zürich
Employment Intern, Jan 2025 - Oct 2025
DOIarXivGitHub
September 12, 2022 - January 10, 2025

Master of Science in Computer Engineering

Middle East Technical University (METU)
Link
January 2025
Started a research internship at SIPLab, ETH Zürich, with Prof. Christian Holz
January 2025
Defended my M.Sc. thesis on piecewise linear functions in backpropagation at METU
January 2025

Incorporating Piecewise Linear Functions with Constant Regions in Backpropagation

Dogan, A. H.
M.Sc. Thesis 2025
Supervisor Prof. Dr. Sinan Kalkan, Co-advisor: Assoc. Prof. Dr. Emre Akbas
Institution Middle East Technical University (METU)
Programme Master of Science in Computer Engineering, Sep 2022 - Jan 2025
Thesis
October 2024

Bucketed Ranking-Based Losses for Efficient Training of Object Detectors

Yavuz, F., Cam, B. C., Dogan, A. H., Oksuz, K., Kalkan, S., & Akbas, E.
ECCV'24
Supervisor Prof. Dr. Sinan Kalkan, Assoc. Prof. Dr. Emre Akbas
Laboratory Image Processing and Pattern Recognition Laboratory (ImageLab), METU
Employment Research Assistant, Feb 2023 - Present
ECVADOIarXivGitHub
April 2024

Misuse Detection and Response for Orchestrated Microservices Based Software

Amin, M. A., Dogan, A. H., Kuru, E. S., Sever, Y., & Angin, P.
AINA'24
Supervisor Assoc. Prof. Dr. Pelin Angin
Project High Performance Intrusion Detection and Prevention for Software-Defined Container Networks in the Cloud, METU
Position Undergraduate Research Project, Sep 2021 - Jun 2022
KAGGLEDOI
December 2023

Enhancing Underground Built Heritage Analysis with Text Mining: A Case Study on Cappadocia

Karagoz, P., Cekinel, R. F., Dogan, A. H., Oktay, B., Ozturk, A. U., Tonay, T. S., & Tuncel, B. M.
CNR Edizioni 2023
Supervisor Prof. Dr. Pinar Karagoz
Project Textual Event Graph HUB (TEGHub), METU
Position Undergraduate Research Project, Oct 2020 - Oct 2021
ISBNPDF
June 2023

A Kubernetes dataset for misuse detection

Sever, Y., & Dogan, A. H.
ITU J-FET'23
Supervisor Assoc. Prof. Dr. Pelin Angin
Project High Performance Intrusion Detection and Prevention for Software-Defined Container Networks in the Cloud, METU
Position Undergraduate Research Project, Sep 2021 - Jun 2022
DOIPaperGitHub
September 2022
Started my M.Sc. in Computer Engineering at ImageLab, METU, with Prof. Sinan Kalkan and Prof. Emre Akbas
September 2022

An Empirical Analysis of IDS Approaches in Container Security

Sever, Y., Ekinci, G., Dogan, A. H., Alparslan, B., Gurbuz, A. S., Jabrayilov, V., & Angin, P.
IEEE/SRMC'22
Best Paper Award
Supervisor Assoc. Prof. Dr. Pelin Angin
Project High Performance Intrusion Detection and Prevention for Software-Defined Container Networks in the Cloud, METU
Position Undergraduate Research Project, Sep 2021 - Jun 2022
DOI
September 10, 2018 - July 17, 2022

Bachelor of Science in Computer Engineering

Middle East Technical University (METU)
January 2020 - June 2022

Image Processing and Pattern Recognition Laboratory (ImageLab), METU

Undergraduate Research Project
October 2020 - October 2021

Textual Event Graph HUB (TEGHub), METU

Undergraduate Research Project
September 2021

Two Might Do: A Beat-by-Beat Classification of Cardiac Abnormalities using Deep Learning and Domain-Specific Features

Demirel, B. U., Dogan, A. H., & Al-Faruque, M. A.
CinC'21
Supervisor Prof. Dr. Mohammad Abdullah Al-Faruque
Laboratory Cyber-Physical Systems Laboratory (AICPS), University of California, Irvine
Employment Intern, Jun 2021 - Sep 2021
GitHubPAPERDOI
September 2021

Explainability in Irony Detection

Buyukbas, E. B., Dogan, A. H., Ozturk, A. U., & Karagoz, P.
DaWaK'21
Supervisor Prof. Dr. Pinar Karagoz
Project Textual Event Graph HUB (TEGHub), METU
Position Undergraduate Research Project, Oct 2020 - Oct 2021
DOI