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2022
A. Storås, I. Strümke, M. Riegler, J. Grauslund, H. L. Hammer, A. Yazidi, P. Halvorsen, K. G. Gundersen, T. P. Utheim, and C. J. Jackson. "Artificial intelligence in dry eye disease." The Ocular Surface 23 (2022): 74-86.PDF icon dry_eye_ai_manuscript_nolinenumbers14november.pdf (989.75 KB)
H. L. Hammer, A. Yazidi, M. Riegler, and H. Rue. "Efficient quantile tracking using an oracle." Applied Intelligence 53 (2022): 289-300.
H. L. Hammer, A. Yazidi, and H. Rue. "Estimating tukey depth using incremental quantile estimators." Pattern Recognition 122 (2022): 108339.PDF icon 1-s2.0-s0031320321005197-main.pdf (2.87 MB)
S. Pontes-Filho, K. Olsen, A. Yazidi, M. Riegler, P. Halvorsen, and S. Nichele. "Towards the Neuroevolution of Low-level artificial general intelligence." Frontiers in Robotics and AI 9 (2022).
2021
T. E. Glover, P. Lind, A. Yazidi, E. Osipov, and S. Nichele. The Dynamical Landscape of Reservoir Computing with Elementary Cellular Automata In The 2021 Conference on Artificial Life (ALIFE 2021). MIT Press, 2021.
A. A. Mofrad, A. Yazidi, S. A. Mofrad, H. L. Hammer, and E. Arntzen. "Enhanced Equivalence Projective Simulation: A Framework for Modeling Formation of Stimulus Equivalence Classes." Neural Computation 33, no. 2 (2021): 483-527.
H. L. Hammer, A. Yazidi, and H. Rue. "Joint tracking of multiple quantiles through conditional quantiles." Information Sciences 563 (2021): 40-58.
2020
A. Yazidi, I. Hassan, H. L. Hammer, and J. B Oommen. "Achieving Fair Load Balancing by Invoking a Learning Automata-Based Two-Time-Scale Separation Paradigm." IEEE Transactions on Neural Networks and Learning Systems (2020): 1-14.
A. Yazidi, A. A. Mofrad, M. Goodwin, H. L. Hammer, and E. Arntzen. "Balanced difficulty task finder: an adaptive recommendation method for learning tasks based on the concept of state of flow." Cognitive Neurodynamics 14 (2020): 675-687.
A. A. Mofrad, A. Yazidi, H. L. Hammer, and E. Arntzen. "Equivalence Projective Simulation as a Framework for Modeling Formation of Stimulus Equivalence Classes." Neural Computation 32 (2020): 912-968.
A. A. Mofrad, A. Yazidi, H. L. Hammer, and E. Arntzen. "Equivalence projective simulation as a framework for modeling formation of stimulus equivalence classes." Neural computation 32 (2020): 912-968.
A. A. Mofrad, A. Yazidi, H. L. Hammer, and E. Arntzen. "Equivalence projective simulation as a framework for modeling formation of stimulus equivalence classes." Neural computation 32 (2020): 912-968.PDF icon eps2020_final_draft.pdf (1.36 MB)
S. Pontes-Filho, P. Lind, A. Yazidi, J. Zhang, H. L. Hammer, G. B. M. Mello, I. Sandvig, G. Tufte, and S. Nichele. EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality In International Conference on the Applications of Evolutionary Computation (Part of EvoStar). Cham: Springer, 2020.
A. Yazidi, H. L. Hammer, K. Samouylov, and E. Herrera-Viedma. "Game-Theoretic Learning for Sensor Reliability Evaluation Without Knowledge of the Ground Truth." IEEE Transactions on Cybernetics (2020).
M. Kongshavn, H. Haugerud, A. Yazidi, T. Maseng, iv, and H. L. Hammer. "Mitigating DDoS using weight-based geographical clustering." Concurrency and Computation: Practice and Experience 32 (2020): e5679.
S. Pontes-Filho, P. Lind, A. Yazidi, J. Zhang, H. L. Hammer, G. B. M. Mello, I. Sandvig, G. Tufte, and S. Nichele. "A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards criticality." Cognitive Neurodynamics 14 (2020): 1-18.
A. Yazidi, M. A. Pinto-Orellana, H. L. Hammer, P. Mirtaheri, and E. Herrera-Viedma. "Solving Sensor Identification Problem Without Knowledge of the Ground Truth Using Replicator Dynamics." IEEE Transactions on Cybernetics (2020): 1-9.
2019
H. L. Hammer, A. Yazidi, and H. Rue. "A new quantile tracking algorithm using a generalized exponentially weighted average of observations." Applied Intelligence 49 (2019): 1406-1420.PDF icon hammer2019_article_anewquantiletrackingalgorithmu.pdf (3.76 MB)
H. L. Hammer, and A. Yazidi. "Smooth estimates of multiple quantiles in dynamically varying data streams." Pattern Analysis and Applications (2019): 1-12.PDF icon hammer-yazidi2019_article_smoothestimatesofmultiplequant.pdf (3.07 MB)
A. A. Mofrad, A. Yazidi, and H. L. Hammer. "On solving the SPL problem using the concept of probability flux." Applied Intelligence 49 (2019): 2699-2722.PDF icon abolpourmofrad2019_article_onsolvingthesplproblemusingthe.pdf (4.41 MB)
A. Yazidi, H. L. Hammer, and T. M. Jonassen. "Two-time scale learning automata: an efficient decision making mechanism for stochastic nonlinear resource allocation." Applied Intelligence (2019): 1-14.PDF icon yazidi2019_article_two-timescalelearningautomataa.pdf (2.06 MB)