Research groups
Research projects
-
AI-Mind
The goal of the research is to reduce the burden of dementia by developing novel, AI-based tools.
-
Co-occurrent pain and psychological distress: From adolescence to adulthood
The project will use population-based data from four cross-sectional databases (SHoT, Young-HUNT1, Young-HUNT3 and Young-HUNT4) linked with prospectively collected data from national administrative and health registries.
-
Mapping hateful utterances about Muslims on Norwegian Social Media
Based on analyses of big data from Norwegian social media the project aims to map hate speech about Muslims. The project will also conduct a meta-analysis of existing knowledge about hate speech about Muslims.
-
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
Osnes, Idun; Yazidi, Anis; Jacobsen, Hans-Arno; Eliassen, Frank; Sartori, Sabrina (2022). Harnessing Task Usage Prediction and Latency Sensitivity for Scheduling Workloads in Wind Powered Data Centers. Energies . Vol. 15.
Hassan, Ismail; Oommen, John B.; Yazidi, Anis (2022). Learning Automata with Artificial Reflecting Barriers in Games with Limited Information. The Florida Artificial Intelligence Research Society (FLAIRS)/Published by the University of Florida Press. Vol. 35.
Djenouri, Youcef; Srivastava, Gautam; Yazidi, Anis; Lin, Jerry Chun-Wei (2022). An edge-driven multi-agent optimization model for infectious disease detection. Applied intelligence (Boston) .
Soni, Surbhi; Seal, Ayan; Yazidi, Anis; Krejcar, Ondrej (2022). Graphical representation learning-based approach for automatic classification of electroencephalogram signals in depression. Computers in Biology and Medicine . Vol. 145.
Hammer, Hugo Lewi; Yazidi, Anis; Riegler, Michael; Rue, Håvard (2022). Efficient quantile tracking using an oracle. Applied intelligence (Boston) .
Aryan, Ramtin; Yazidi, Anis; Brattensborg, Frode; Kure, Øivind; Engelstad, Paal E.
(2022).
SDN Spotlight: A real-time OpenFlow troubleshooting framework.
Future generations computer systems
.
Vol. 133.
http://hdl.handle.net/10852/93778
Abolghasemi, Roza; Engelstad, Paal E.; Herrera-Viedma, Enrique; Yazidi, Anis
(2022).
A personality-aware group recommendation system based on pairwise preferences.
Information Sciences
.
Vol. 595.
http://hdl.handle.net/10852/93770
Torres Caceres, Veronica Alejandra; Duffaut, Kenneth; Yazidi, Anis; Westad, Frank Ove; Johansen, Yngve Bolstad
(2022).
Automated Well-Log Depth Matching – 1D Convolutional Neural Networks Vs. Classic Cross Correlation.
Petrophysics
.
Vol. 63.
https://hdl.handle.net/11250/2988262
Hammer, Hugo Lewi; Yazidi, Anis; Rue, Håvard
(2022).
Estimating tukey depth using incremental quantile estimators.
Pattern Recognition
.
https://hdl.handle.net/11250/2983184
Storås, Andrea; Strumke, Inga; Riegler, Michael Alexander; Grauslund, Jakob; Hammer, Hugo Lewi; Yazidi, Anis; Halvorsen, Pål; Gundersen, Kjell Gunnar; Utheim, Tor Paaske; Jackson, Catherine Joan (2021). Artificial intelligence in dry eye disease. The ocular surface . Vol. 23.
Hammer, Hugo Lewi; Yazidi, Anis; Rue, Håvard (2021). Joint tracking of multiple quantiles through conditional quantiles. Information Sciences . Vol. 563.
Seal, Ayan; Bajpai, Rishabh; Agnihotri, Jagriti; Yazidi, Anis; Herrera-Viedma, Enrique; Krejcar, Ondrej (2021). DeprNet: A Deep Convolution Neural Network Framework for Detecting Depression Using EEG. 13 p. IEEE Transactions on Instrumentation and Measurement . Vol. 70.
Gupta, Ashish Kumar; Seal, Ayan; Khanna, Pritee; Yazidi, Anis; Krejcar, Ondrej (2021). Gated Contextual Features for Salient Object Detection. IEEE Transactions on Instrumentation and Measurement . Vol. 70.
Jha, Debesh; Yazidi, Anis; Riegler, Michael Alexander; Johansen, Dag; Johansen, Håvard D.; Halvorsen, Pål (2021). LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification. Zhang, Yong; Xu, Yicheng; Tian, Hui (Ed.). Parallel and Distributed Computing, Applications and Technologies: 21st International Conference, PDCAT 2020, Shenzhen, China, December 28–30, 2020, Proceedings. Springer Nature.
Khan, Haroon; Noori, Farzan Majeed; Yazidi, Anis; Uddin, Md Zia; Khan, M.N Afzal; Mirtaheri, Peyman
(2021).
Classification of Individual Finger Movements from Right Hand Using fNIRS Signals.
Sensors
.
Vol. 21.
http://hdl.handle.net/10852/89578
Riegler, Michael Alexander; Stensen, Mette Haug; Witczak, Oliwia; Andersen, Jorunn Marie; Hicks, Steven; Hammer, Hugo Lewi; Delbarre, Erwan; Halvorsen, Pål; Yazidi, Anis; Holst, Nicolai; Haugen, Trine B.
(2021).
Artificial intelligence in the fertility clinic: status, pitfalls and possibilities.
Human Reproduction
.
Vol. 36.
https://hdl.handle.net/10037/23966
Sahin, Bekir; Yazidi, Anis; Roman, Dumitru; Uddin, Md Zia; Soylu, Ahmet (2021). An Analysis of Data Production Based on the Consistency of Decision Matrices. Lecture Notes in Networks and Systems . Vol. 307.
Sahin, Bekir; Yazidi, Anis; Roman, Dumitru; Uddin, Md Zia; Soylu, Ahmet (2021). On Converting Crisp Failure Possibility into Probability for Reliability of Complex Systems. Lecture Notes in Networks and Systems . Vol. 308.
Bårli, Eirik Molde; Yazidi, Anis; Viedma, Enrique Herrera; Haugerud, Hårek
(2021).
DoS and DDoS mitigation using Variational Autoencoders.
21 p.
Computer Networks
.
Vol. 199.
http://hdl.handle.net/10852/92512
Glover, Tom Eivind; Lind, Pedro; Yazidi, Anis; Osipov, Evgeny; Nichele, Stefano (2021). The Dynamical Landscape of Reservoir Computing with Elementary Cellular Automata. Cejkova, Jitka; Holler, Silvia; Soros, Lisa; Witkowski, Olaf (Ed.). ALIFE 2021: Proceedings of the Artificial Life Conference 2021. Kapittel. p. 292-300. MIT Press.
Abolpour Mofrad, Asieh; Abolpour Mofrad, Samaneh; Yazidi, Anis; Parker, Matthew Geoffrey
(2021).
On Neural Associative Memory Structures: Storage and Retrieval of Sequences in a Chain of Tournaments.
Neural Computation
.
Vol. 33.
https://hdl.handle.net/11250/2981804
Jain, Samir; Seal, Ayan; Ojha, Aparajita; Yazidi, Anis; Bures, Jan; Tacheci, Ilja; Krejcar, Ondrej (2021). A deep CNN model for anomaly detection and localization in wireless capsule endoscopy images. 14 p. Computers in Biology and Medicine . Vol. 137.
Sharma, Krishna Kumar; Seal, Ayan; Yazidi, Anis; Selamat, Ali; Krejcar, Ondrej
(2021).
Clustering Uncertain Data Objects Using Jeffreys-Divergence and Maximum Bipartite Matching Based Similarity Measure.
IEEE Access
.
Vol. 9.
https://hdl.handle.net/11250/2992652
Yazidi, Anis; Silvestre, Daniel; Oommen, John
(2021).
Solving Two-Person Zero-Sum Stochastic Games With Incomplete Information Using Learning Automata With Artificial Barriers.
12 p.
IEEE Transactions on Neural Networks and Learning Systems
.
https://hdl.handle.net/11250/2986834
Sahin, Bekir; Yazidi, Anis; Roman, Dumitru; Soylu, Ahmet
(2021).
Ontology-Based Fault Tree Analysis Algorithms in a Fuzzy Environment for Autonomous Ships.
IEEE Access
.
Vol. 9.
https://hdl.handle.net/11250/2983997
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.
Future generations computer systems
.
Vol. 124.
http://hdl.handle.net/10852/92511
Yazidi, Anis; Ivanovska, Magdalena; Zennaro, Fabio Massimo; Lind, Pedro; Viedma, Enrique Herrera
(2021).
A new decision making model based on Rank Centrality for GDM with fuzzy preference relations.
European Journal of Operational Research
.
Vol. 297.
http://hdl.handle.net/10852/86681
Mohan, Karnati; Seal, Ayan; Krejcar, Ondrej; Yazidi, Anis (2021). FER-net: facial expression recognition using deep neural net. Neural computing & applications (Print) . Vol. 33.
Abolpour Mofrad, Asieh; Yazidi, Anis; Abolpour Mofrad, Samaneh; Hammer, Hugo Lewi; Arntzen, Erik
(2021).
Enhanced Equivalence Projective Simulation: A Framework for Modeling Formation of Stimulus Equivalence Classes.
Neural Computation
.
Vol. 33.
https://hdl.handle.net/11250/2728180
Khan, Haroon; Naseer, Noman; Yazidi, Anis; Eide, Per Kristian; Hassan, Wajahat; Mirtaheri, Peyman
(2021).
Analysis of Human Gait Using Hybrid EEG-fNIRS-Based BCI System: A Review.
Frontiers in Human Neuroscience
.
Vol. 14.
https://www.frontiersin.org/articles/10.3389/fnhum...