Research groups
Research projects
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Applying Artificial Intelligence in Developing Personalized and Sustainable Healthcare for Spinal Disorders (AID-Spine, part I)
We use machine learning methods to develop and validate prediction models for health and welfare outcomes after treatment for spinal disorders.
-
Co-occurrent pain and psychological distress: From adolescence to adulthood
The project will provide new insight into the long-term consequences of early onset co-occurrent pain and psychological distress.
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The technology and knowledge transfer based on Norway-Czech cooperation
The project focuses on the transfer of technology, intellectual property protection and support of spin-off companies.
Publications and research
Scientific publications
Ojha, Jaya;
Haugerud, Hårek
;
Yazidi, Anis
;
Lind, Pedro
(2024).
Exploring Interpretable AI Methods for ECG Data Classification.
Association for, Computing Mach (Ed.).
ICDAR 2024 Proceedings. p. 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
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
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 p.
Sensors.
Vol. 23.
https://doi.org/10.3390/s23083877
Palumbo, Fabrizio
; Buji, Adam;
Yazidi, Anis
;
Haugerud, Hårek
(2022).
Genetic Algorithms For Tightening Security.
Ukjent, Ukjent (Ed.).
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
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
Haugerud, Hårek
; Sobhie, Mohamad;
Yazidi, Anis
(2022).
Tuning of Elasticsearch Configuration: Parameter Optimization Through Simultaneous Perturbation Stochastic Approximation.
12 p.
Frontiers in Big Data.
Vol. 5.
https://doi.org/10.3389/fdata.2022.686416
Naser Jaber, Aws;
Fritsch, Lothar
;
Haugerud, Hårek
(2022).
Improving Phishing Detection with the Grey Wolf Optimizer.
Associates, Curan (Ed.).
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
Bårli, Eirik Molde;
Yazidi, Anis
; Viedma, Enrique Herrera;
Haugerud, Hårek
(2021).
DoS and DDoS mitigation using Variational Autoencoders.
21 p.
Computer Networks.
Vol. 199.
https://doi.org/10.1016/j.comnet.2021.108399
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 p.
Future Generation Computer Systems.
Vol. 124.
https://doi.org/10.1016/j.future.2021.05.037
