Publications

2024

1. IEEE T-ITS

   Introspection of DNN-Based Perception Functions in Automated Driving Systems: State-of-the-Art and Open Research Challenges

   Hakan Yekta Yatbaz, Mehrdad Dianati, and Roger Woodman

   IEEE Transactions on Intelligent Transportation Systems, 2024
2. IEEE T-IV

   Run-time introspection of 2d object detection in automated driving systems using learning representations

   Hakan Yekta Yatbaz, Mehrdad Dianati, Konstantinos Koufos, and 1 more author

   IEEE Transactions on Intelligent Vehicles, 2024
3. CVPRW

   Run-time monitoring of 3D object detection in automated driving systems using early layer neural activation patterns

   Hakan Yekta Yatbaz, Mehrdad Dianati, Konstantinos Koufos, and 1 more author

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2024
4. IEEE ITSC

   Integrity Monitoring of 3D Object Detection in Automated Driving Systems using Raw Activation Patterns and Spatial Filtering

   Hakan Yekta Yatbaz, Mehrdad Dianati, Konstantinos Koufos, and 1 more author

   In 2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC), 2024

2023

1. ICCVW

   Introspection of 2d object detection using processed neural activation patterns in automated driving systems

   Hakan Yekta Yatbaz, Mehrdad Dianati, Konstantinos Koufos, and 1 more author

   In Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2023
2. Elsevier IoT

   A smart e-health framework for monitoring the health of the elderly and disabled

   Adnan Yazici, Dana Zhumabekova, Aidana Nurakhmetova, and 5 more authors

   Internet of Things, 2023

2022

1. ACM TOMM

   An effective forest fire detection framework using heterogeneous wireless multimedia sensor networks

   Burak Kizilkaya, Enver Ever, Hakan Yekta Yatbaz, and 1 more author

   ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2022
2. IEEE ITSC

   Detecting hazardous events: A framework for automated vehicle safety systems

   Dannier Xiao, William Gonçalves Geiger, Hakan Yekta Yatbaz, and 2 more authors

   In 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), 2022
3. Prediction of punching shear strength of slab-column connections: A comprehensive evaluation of machine learning and deep learning based approaches

   Shahram Derogar, Ceren Ince, Hakan Yekta Yatbaz, and 1 more author

   Mechanics of Advanced Materials and Structures, 2022
4. Critical Analysis of Validation Methods for Machine Learning Models Used in E-health Applications

   Hakan Yekta Yatbaz, Adnan Yazici, and Enver Ever

   In 2022 International Conference on Information Science and Communications Technologies (ICISCT), 2022

2021

1. IEEE Sensors

   Activity recognition and anomaly detection in E-health applications using color-coded representation and lightweight CNN architectures

   Hakan Yekta Yatbaz, Enver Ever, and Adnan Yazici

   IEEE Sensors Journal, 2021

2020

1. Deep learning based stress prediction from offline signatures

   Hakan Yekta Yatbaz and Meryem Erbilek

   In 2020 8th International Workshop on Biometrics and Forensics (IWBF), 2020
2. Statistical analysis for sensory E-Health applications: opportunities and challenges

   Hakan Yekta Yatbaz and Ali Cevat Tasıran

   2020
3. SIU

   Exploring Activity Transitions in the STA-based Activity Recognition

   Şükrü Eraslan, Hakan Yekta Yatbaz, Enver Ever, and 1 more author

   In 2020 28th Signal Processing and Communications Applications Conference (SIU), 2020

2019

1. IEEE Sensors

   Activity recognition using binary sensors for elderly people living alone: Scanpath trend analysis approach

   Hakan Yekta Yatbaz, Sukru Eraslan, Yeliz Yesilada, and 1 more author

   IEEE Sensors Journal, 2019

2018

1. LCN

   Hybrid approach for disaster recovery using P2P communications in android

   Hakan Yekta Yatbaz, Berkem Çinar, Ali Gökdemir, and 4 more authors

   In 2018 IEEE 43rd Conference on Local Computer Networks Workshops (LCN Workshops), 2018