Research output per year
Research output per year
Personal profile
Academic Biography
Dr Yordanka Karayaneva is a Lecturer in Computer Science at the School of Computing, Engineering and Digital Technologies at Teesside University.
She completed her PhD at Coventry University with a thesis title "Machine Learning for Human Activity Recognition Using Non-Intrusive Sensors" in 2021. Previously, she obtained a BSc in Computer Science at Coventry University in 2017.
Dr Yordanka Karayaneva has published articles in both high-impact journals and conferences. Her main research interests are in the field of machine learning, signal processing and human activity recognition.
Education/Academic qualification
PhD, Computer Science, Coventry University
2017 → 2021
Award Date: 19 Jul 2022
Bachelor, Computer Science, Coventry University
2014 → 2017
Award Date: 19 Jul 2017
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Collaborations and top research areas from the last five years
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Continuous Human Activity Recognition using Radar Imagery and Dynamic Time Warping
Mehta, R., Palade, V., Sharifzadeh, S., Tan, B. & Karayaneva, Y., 23 Mar 2023, 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA). Wani, M. A., Kantardzic, M., Palade, V., Neagu, D., Yang, L. & Chan, K.-Y. (eds.). IEEE, p. 471-476 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Deep Learning Techniques for Radar-Based Continuous Human Activity Recognition
Mehta, R., Sharifzadeh, S., Palade, V., Tan, B., Daneshkhah, A. & Karayaneva, Y., 14 Oct 2023, In: Machine Learning and Knowledge Extraction. 5, 4, p. 1493-1518Research output: Contribution to journal › Article › peer-review
Open AccessFile46 Downloads (Pure) -
Human Activity Recognition for AI-Enabled Healthcare Using Low-Resolution Infrared Sensor Data
Karayaneva, Y., Sharifzadeh, S., Jing, Y. & Tan, B., 2 Jan 2023, In: Sensors. 23, 1, 478.Research output: Contribution to journal › Article › peer-review
Open AccessFile28 Downloads (Pure) -
Unsupervised Doppler Radar-Based Activity Recognition for e-healthcare
Karayaneva, Y., Sharifzadeh, S., Li, W., Jing, Y. & Tan, B., 19 Apr 2021, In: IEEE Access. 9, p. 62984 - 63001Research output: Contribution to journal › Article › peer-review
Open Access -
Sparse feature extraction for activity detection using low-resolution IR streams
Karayaneva, Y., Sharifzadeh, S., Jing, Y., Chetty, K. & Tan, B., 17 Feb 2020, 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA). IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution