English version
Hårek Haugerud

Hårek Haugerud

Forskningsprosjekter

Vitenskapelige publikasjoner

Berg, Bjørnar ; Gorosito, Martin A.; Fjeld, Olaf; Haugerud, Hårek ; Storheim, Kjersti ; Solberg, Tore K.; Grotle, Margreth (2024). Machine Learning Models for Predicting Disability and Pain Following Lumbar Disc Herniation Surgery. JAMA Network Open. Vol. 7.
https://doi.org/10.1001/jamanetworkopen.2023.55024

Ojha, Jaya; Haugerud, Hårek ; Yazidi, Anis ; Lind, Pedro (2024). Exploring Interpretable AI Methods for ECG Data Classification. Association for, Computing Mach (Red.). ICDAR 2024 Proceedings. s. 11-18. Association for Computing Machinery.
https://hdl.handle.net/11250/3142095

Gambín, Ángel Fernández; Yazidi, Anis ; Vasilakos, Athanasios; Haugerud, Hårek ; Djenouri, Youcef (2024). Deepfakes: current and future trends. Artificial Intelligence Review. Vol. 57.
https://doi.org/10.1007/s10462-023-10679-x

Ould-Elhassen Aoueileyine, Mohamed; Bennouri, Hajar; Berqia, Amine; Lind, Pedro ; Haugerud, Hårek ; Krejcar, Ondrej; Bouallegue, Ridha; Yazidi, Anis (2023). Quality of Monitoring Optimization in Underwater Sensor Networks through a Multiagent Diversity-Based Gradient Approach. 19 s. Sensors. Vol. 23.
https://doi.org/10.3390/s23083877

Kashi, Meraj Mostam; Yazidi, Anis ; Haugerud, Hårek (2022). Mitigating yo-yo attacks on cloud auto-scaling. IFIP Wireless and Mobile Networking Conference (WMNC).
https://doi.org/10.23919/WMNC56391.2022.9954300

Naser Jaber, Aws; Fritsch, Lothar ; Haugerud, Hårek (2022). Improving Phishing Detection with the Grey Wolf Optimizer. Associates, Curan (Red.). 2022 International Conference on Electronics, Information, and Communication (ICEIC 2022) . IEEE (Institute of Electrical and Electronics Engineers).
https://doi.org/10.1109/ICEIC54506.2022.9748592

Haugerud, Hårek ; Sobhie, Mohamad; Yazidi, Anis (2022). Tuning of Elasticsearch Configuration: Parameter Optimization Through Simultaneous Perturbation Stochastic Approximation. 12 s. Frontiers in Big Data. Vol. 5.
https://doi.org/10.3389/fdata.2022.686416

Palumbo, Fabrizio ; Buji, Adam; Yazidi, Anis ; Haugerud, Hårek (2022). Genetic Algorithms For Tightening Security. Ukjent, Ukjent (Red.). Proceedings of the 14th IFIP Wireless and Mobile Networking Conference. IEEE (Institute of Electrical and Electronics Engineers).
https://doi.org/10.23919/WMNC56391.2022.9954297

Haugerud, Hårek ; Tran, Huy Nhut; Aitsaadi, Nadjib; Yazidi, Anis (2021). A dynamic and scalable parallel Network Intrusion Detection System using intelligent rule ordering and Network Function Virtualization. 13 s. Future Generation Computer Systems. Vol. 124.
https://doi.org/10.1016/j.future.2021.05.037

Bårli, Eirik Molde; Yazidi, Anis ; Viedma, Enrique Herrera; Haugerud, Hårek (2021). DoS and DDoS mitigation using Variational Autoencoders. 21 s. Computer Networks. Vol. 199.
https://doi.org/10.1016/j.comnet.2021.108399





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