2021
- H. L. Hammer, A. Yazidi, H. Rue. «Joint tracking of multiple quantiles through conditional quantiles» (sciencedirect.com), Information Sciences, Volume 563 (2021).
- Smedsrud, P.H., Thambawita, V., Hicks, S.A. et al. «Kvasir-Capsule, a video capsule endoscopy dataset» (nature.com). Sci Data 8, 142 (2021).
- A. Yazidi, D. Silvestre and B. J. Oommen, «Solving Two-Person Zero-Sum Stochastic Games With Incomplete Information Using Learning Automata With Artificial Barriers» (ieeexplore.ieee.org), in IEEE Transactions on Neural Networks and Learning Systems (2021).
- Heiney, K., Huse Ramstad, O., Fiskum, V., Christiansen, N., Sandvig, A., Nichele, S., & Sandvig, I. «Criticality, connectivity, and neural disorder: a multifaceted approach to neural computation» (pubmed.ncbi.nlm.nih.gov). Frontiers in Computational Neuroscience, 15, 7. (2021).
- Riegler, M. A., M. H. Stensen, O. Witczak, J. M. Andersen, S. A. Hicks, H. L. Hammer, E. Delbarre et al. «Artificial intelligence in the fertility clinic: status, pitfalls and possibilities» (pubmed.ncbi.nlm.nih.gov). Human Reproduction 36, no. 9 (2021): 2429-2442.
- Mohan, K., Seal, A., Krejcar, O. and Yazidi, A. "FER-net: facial expression recognition using deep neural net" (link.springer.com). Neural Comput & Applic 33, 9125–9136 (2021).
- Hicks, Steven A., Jonas L. Isaksen, Vajira Thambawita, Jonas Ghouse, Gustav Ahlberg, Allan Linneberg, Niels Grarup et al. «Explaining deep neural networks for knowledge discovery in electrocardiogram analysis» (nature.com). Scientific reports 11, no. 1 (2021): 1-11.
- Jha, Debesh, Nikhil Kumar Tomar, Sharib Ali, Michael A. Riegler, Håvard D. Johansen, Dag Johansen, Thomas de Lange, and Pål Halvorsen. «NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy» (arxiv.org). arXiv preprint arXiv:2104.11138 (2021).
- Variengien, A., Nichele, S., Glover, T., & Pontes-Filho, S. "Towards self-organized control: Using neural cellular automata to robustly control a cart-pole agent" (arxiv.org). arXiv preprint arXiv:2106.15240. (2021).
- A. Yazidi, F.M. Zennaro, M. Ivanovska, P.G. Lind, E.H. Viedma. «A new decision making model based on Rank Centrality for GDM with fuzzy preference relations» (sciencedirect.com). European Journal of Operational Research (2021).
- Talamini, J., Medvet, E., & Nichele, S. "Criticality-Driven Evolution of Adaptable Morphologies of Voxel-Based Soft-Robots" (frontiersin.org). Frontiers in Robotics and AI, 8, 172. (2021).
2020
- Borgli, H., Thambawita, V., Smedsrud, P.H. et al. "HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy" (nature.com). Sci Data 7, 283 (2020).
- A. Yazidi, I. Hassan, H. L. Hammer and B. J. Oommen, «Achieving Fair Load Balancing by Invoking a Learning Automata-Based Two-Time-Scale Separation Paradigm» (ieeexplore.ieee.org), in IEEE Transactions on Neural Networks and Learning Systems, vol. 32, no. 8, pp. 3444-3457, (2020).
- A. Yazidi, M. A. Pinto-Orellana, H. Hammer, P. Mirtaheri and E. Herrera-Viedma, «Solving Sensor Identification Problem Without Knowledge of the Ground Truth Using Replicator Dynamics» (ieeexplore.ieee.org), in IEEE Transactions on Cybernetics (2020).
- Fuchs, A., Queiros, S.D.A., Lind, P., Girard, A., Bouchet, F., Wächter, M. & Peinke, J. «Small scale structures of turbulence in terms of entropy and fluctuation theorems. Physical Review Fluids» (2020), 5(034602).
- Xu, Hassani, Guedes-Soares. «Truncated least square support vector machine for parameter estimation of a nonlinear manoeuvring model based on PMM tests». Applied Ocean Research. (2020);97
- Masmitja, I.; Navarro, J.; Gomariz, S.; Aguzzi, J.; Kleft, B.; O’Reilly, T.; Katija, K.; Bouvet, P.J.; Fannjiang, C.; Vigo, M.; Puig, P.; Alcocer, Alex; Vallicrosa, G.; Palomeras, N.; Carreras, M.; Del Rio, J.; Company, J.B. (2020). «Mobile robotic platforms for the acoustic tracking of deep-sea demersal fishery resources» (robotics.sciencemag.org). 15 s. Science robotics. Vol. 5.
- Zhang, J., Yin, Z., Chen, P., & Nichele, S. "Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review" (sciencedirect.com). Information Fusion, 59, 103-126. (2020)
2019
- Hicks, S.A., Andersen, J.M., Witczak, O. et al. "Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction" (nature.com). Sci Rep 9, 16770 (2019).
- Sequeira, Louca, Mendes, Lind P. «Transition from endemic behavior to eradication of malaria due to combined drug therapies: an agent-model approach». Journal of Theoretical Biology. (2019);484(110030)
- Sollesnes, E.; Brokstad, O. M.; Klæboe, R.; Vågen, B.; Carella, A. R.; Alcocer, A.; Zolich, A. P.; Johansen, T. A. "Towards autonomous ocean observing systems using Miniature Underwater Gliders with UAV deployment and recovery capabilities" (arxiv.org). 5 s. Proceedings of the Symposium on Autonomous Underwater Vehicle Technology (2019).
