Publications
2026
Multi-Layer Self-Assessment with Filtering for 3D Object Detection in Autonomous Vehicles
ACM TISTYatbaz, Hakan Yekta, Koufos, Konstantinos, Dianati, Mehrdad, Woodman, Roger
ACM Transactions on Intelligent Systems and Technology (TIST)
2025
Hierarchical human activity recognition with fusion of audio and multiple inertial sensor modalities
Sci RepYilmaz, Tugba A, Yatbaz, Hakan Yekta, Ever, Enver, others
Scientific Reports
2024
Introspection of DNN-Based Perception Functions in Automated Driving Systems: State-of-the-Art and Open Research Challenges
IEEE T-ITSYatbaz, Hakan Yekta, Dianati, Mehrdad, Woodman, Roger
IEEE Transactions on Intelligent Transportation Systems, pp. 1112-1130
Run-time introspection of 2d object detection in automated driving systems using learning representations
IEEE T-IVYatbaz, Hakan Yekta, Dianati, Mehrdad, Koufos, Konstantinos, Woodman, Roger
IEEE Transactions on Intelligent Vehicles, pp. 5033-5046
Run-time monitoring of 3D object detection in automated driving systems using early layer neural activation patterns
CVPRWYatbaz, Hakan Yekta, Dianati, Mehrdad, Koufos, Konstantinos, Woodman, Roger
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pp. 3522-3531
Integrity Monitoring of 3D Object Detection in Automated Driving Systems using Raw Activation Patterns and Spatial Filtering
IEEE ITSCYatbaz, Hakan Yekta, Dianati, Mehrdad, Koufos, Konstantinos, Woodman, Roger
2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC), pp. 161-167
2023
Introspection of 2d object detection using processed neural activation patterns in automated driving systems
ICCVWYatbaz, Hakan Yekta, Dianati, Mehrdad, Koufos, Konstantinos, Woodman, Roger
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, pp. 4047-4054
A smart e-health framework for monitoring the health of the elderly and disabled
Elsevier IoTYazici, Adnan, Zhumabekova, Dana, Nurakhmetova, Aidana, Yergaliyev, Zhanggir, Yatbaz, Hakan Yekta, Makisheva, Zaida, Lewis, Michael, Ever, Enver
Internet of Things, pp. 100971
2022
An effective forest fire detection framework using heterogeneous wireless multimedia sensor networks
ACM TOMMKizilkaya, Burak, Ever, Enver, Yatbaz, Hakan Yekta, Yazici, Adnan
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), pp. 1-21
Detecting hazardous events: A framework for automated vehicle safety systems
IEEE ITSCXiao, Dannier, Geiger, William Gon\cc
2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), pp. 641-646
Prediction of punching shear strength of slab-column connections: A comprehensive evaluation of machine learning and deep learning based approaches
Derogar, Shahram, Ince, Ceren, Yatbaz, Hakan Yekta, Ever, Enver
Mechanics of Advanced Materials and Structures, pp. 1272-1290
Critical Analysis of Validation Methods for Machine Learning Models Used in E-health Applications
Yatbaz, Hakan Yekta, Yazici, Adnan, Ever, Enver
2022 International Conference on Information Science and Communications Technologies (ICISCT), pp. 1-7
2021
Activity recognition and anomaly detection in E-health applications using color-coded representation and lightweight CNN architectures
IEEE SensorsYatbaz, Hakan Yekta, Ever, Enver, Yazici, Adnan
IEEE Sensors Journal, pp. 14191-14202
2020
Deep learning based stress prediction from offline signatures
Yatbaz, Hakan Yekta, Erbilek, Meryem
2020 8th International Workshop on Biometrics and Forensics (IWBF), pp. 1-6
Statistical analysis for sensory E-Health applications: opportunities and challenges
Yatbaz, Hakan Yekta, Tas\i
Exploring Activity Transitions in the STA-based Activity Recognition
SIUEraslan, \cS
2020 28th Signal Processing and Communications Applications Conference (SIU), pp. 1-4
2019
Activity recognition using binary sensors for elderly people living alone: Scanpath trend analysis approach
IEEE SensorsYatbaz, Hakan Yekta, Eraslan, Sukru, Yesilada, Yeliz, Ever, Enver
IEEE Sensors Journal, pp. 7575-7582
2018
Hybrid approach for disaster recovery using P2P communications in android
LCNYatbaz, Hakan Yekta, \cC
2018 IEEE 43rd Conference on Local Computer Networks Workshops (LCN Workshops), pp. 46-52