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Hakan Yekta Yatbaz
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Year
An effective forest fire detection framework using heterogeneous wireless multimedia sensor networks
B Kizilkaya, E Ever, HY Yatbaz, A Yazici
ACM Transactions on Multimedia Computing, Communications, and Applications …, 2022
432022
Activity recognition using binary sensors for elderly people living alone: Scanpath trend analysis approach
HY Yatbaz, S Eraslan, Y Yesilada, E Ever
IEEE Sensors Journal 19 (17), 7575-7582, 2019
212019
Activity recognition and anomaly detection in E-health applications using color-coded representation and lightweight CNN architectures
HY Yatbaz, E Ever, A Yazici
IEEE Sensors Journal 21 (13), 14191-14202, 2021
132021
Prediction of punching shear strength of slab-column connections: A comprehensive evaluation of machine learning and deep learning based approaches
S Derogar, C Ince, HY Yatbaz, E Ever
Mechanics of Advanced Materials and Structures 31 (6), 1272-1290, 2024
62024
Detecting hazardous events: A framework for automated vehicle safety systems
D Xiao, WG Geiger, HY Yatbaz, M Dianati, R Woodman
2022 IEEE 25th International Conference on Intelligent Transportation …, 2022
62022
Hybrid approach for disaster recovery using P2P communications in android
HY Yatbaz, B Çinar, A Gökdemir, E Ever, F Al-Turjman, HX Nguyen, ...
2018 IEEE 43rd Conference on Local Computer Networks Workshops (LCN …, 2018
52018
A smart e-health framework for monitoring the health of the elderly and disabled
A Yazici, D Zhumabekova, A Nurakhmetova, Z Yergaliyev, HY Yatbaz, ...
Internet of Things 24, 100971, 2023
42023
Deep learning based stress prediction from offline signatures
HY Yatbaz, M Erbilek
2020 8th International Workshop on Biometrics and Forensics (IWBF), 1-6, 2020
32020
Introspection of DNN-Based Perception Functions in Automated Driving Systems: State-of-the-Art and Open Research Challenges
HY Yatbaz, M Dianati, R Woodman
IEEE Transactions on Intelligent Transportation Systems 25 (2), 1112-1130, 2024
22024
Exploring Activity Transitions in the STA-based Activity Recognition
Ş Eraslan, HY Yatbaz, E Ever, Y YeŞilada
2020 28th Signal Processing and Communications Applications Conference (SIU …, 2020
22020
Introspection of 2D Object Detection using Processed Neural Activation Patterns in Automated Driving Systems
HY Yatbaz, M Dianati, K Koufos, R Woodman
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
12023
Run-time Introspection of 2D Object Detection in Automated Driving Systems Using Learning Representations
HY Yatbaz, M Dianati, K Koufos, R Woodman
arXiv preprint arXiv:2403.01172, 2024
2024
Critical Analysis of Validation Methods for Machine Learning Models Used in E-health Applications
HY Yatbaz, A Yazici, E Ever
2022 International Conference on Information Science and Communications …, 2022
2022
Statistical analysis for sensory E-Health applications: opportunities and challenges
HY Yatbaz, AC Tasıran
IoT Technologies in Smart-Cities: From sensors to big data, security and …, 2020
2020
Colour coding based novel data representation and lightweight convolutional neural network architecture for hierarchical anomaly detection on ehealth applications
HY Yatbaz
Middle East Technical University, 2020
2020
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Articles 1–15