Publikacje

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2021
Gelenbe E, Siavvas M.  2021.  Minimizing Energy and Computation in Long-Running Software. Applied Sciences. 11(3) (853.84 KB)
Nakip M, Gelenbe E.  2021.  MIRAI Botnet Attack Detection with Auto-Associative Dense Random Neural Network. 2021 IEEE Global Communications Conference.  (857.52 KB)
Marjasz R, Strzoda A, Połys K, Grochla K.  2021.  Mitigation of LoRa interferences via dynamic channel weights. European Simulation and Modelling Conference (formelly European Simulation Multiconference) - ESM . :150-154.
Toro-Betancur V, Premsankar G, Słabicki M, Di Francesco M.  2021.  Modeling Communication Reliability in LoRa Networks with Device-level Accuracy. INFOCOM 2021.
Çakan E, Şahin A, Nakip M, Rodoplu V.  2021.  Multi-Layer Perceptron Decomposition Architecture for Mobile IoT Indoor Positioning. 7th IEEE World Forum on the Internet of Things.  (262.85 KB)
Luchowski L, Tomaka A A, Pojda D, Skabek K, Kowalski P.  2021.  Multimodal imagery in forensic incident scene documentation. Sensors. 21(4)
Puchała Z, Pawela Ł, Krawiec A, Kukulski R, Oszmaniec M.  2021.  Multiple-shot and unambiguous discrimination of von Neumann measurements. Quantum. 5
Gelenbe E.  2021.  NOBEL PRIZE 50 YEARS AGO. Europhysics News . 52(5) (334.02 KB)
Roui MBeheshti, Zomorodi M, Sarvelayati M, Abdar M, Noori H, Plawiak P, Tadeusiewicz R, Zhou X, Khosravi A, Nahavandi S et al..  2021.  A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs. Elsevier, Knowledge-Based Systems. 231 (3.12 MB)
Jałowiecki K, Scardapane S.  2021.  Omnisolver: an extensible interface to Ising spin glass solvers. arxiv.
Kundu A, Jin C, Peng J-X.  2021.  Optical response of a dual membrane active–passive optomechanical cavity. Annals of Physics. 429
Lewandowska P, Krawiec A, Kukulski R, Pawela Ł, Puchała Z.  2021.  On the optimal certification of von Neumann measurements. Scientific Reports. 11(1)
Kumar R, Soodan BSingh, Kuaban GSuila, Czekalski P, Sharma S.  2021.  Performance Analysis of a Cloud Computing System using Queuing Model with Correlated Task Reneging. Journal of Physics: Conference Series, presented in 5th International Scientific Conference on Information, Control, and Communication Technologies (ICCT-2021) 4-7 October 2021, Astrakhan, Russian Federation. 2091 (012003) (808.73 KB)
Kuaban GSuila, Atmaca T, Kamli A, Czachórski T, Czekalski P.  2021.  Performance Analysis of Packet Aggregation Mechanisms and Their Applications in Access (e.g., IoT, 4G/5G), Core, and Data Centre Networks. Sensors. 21(3898) (1.75 MB)
Atmaca T, Kamli A, Kuaban GSuila, Czachórski T.  2021.  Performance Evaluation of the Packet Aggregation Mechanism of an N-GREEN Metro Network Node. Modelling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS) Workshop 2020.  (1.1 MB)
Glos A, Kokainis M, Mori R, Vihrovs J.  2021.  Quantum Speedups for Dynamic Programming on n-Dimensional Lattice Graphs. 46th International Symposium on Mathematical Foundations of Computer Science, MFCS 2021, August 23-27, 2021, Tallinn, Estonia.
Filus K, Siavvas M, Domańska J, Gelenbe E.  2021.  The Random Neural Network as a Bonding Model for Software Vulnerability Prediction. Modelling, Analysis, and Simulation of Computer and Telecommunication Systems. 12527:102-116. (690.95 KB)
Filus K, Domańska J, Gelenbe E.  2021.  Random Neural Network for Lightweight Attack Detection in the IoT. MASCOTS 2020: Modelling, Analysis, and Simulation of Computer and Telecommunication Systems. 12527:79-91. (336.06 KB)
Nakip M, Gelenbe E.  2021.  Randomization of Data Generation Times Improves Performance of Predictive IoT Networks. 7th IEEE World Forum on the Internet of Things.  (968.83 KB)
Nakip M, Güzeliş C, Yıldız O.  2021.  Recurrent Trend Predictive Neural Network for Multi-Sensor Fire Detection. IEEE Access. 9 (1.86 MB)
Gelenbe E, Brasseur G, Cheffneux L, Dehant V, Halloin V, Haton J-P, Judkiewicz M, Rentier B, Weikmans R.  2021.  Réflexions sur la diffusion des connaissances a travers les grands colloques internationaux, les revues scientifiques, et la communication libre et rapide entre chercheurs et innovateurs dans un contexte de reduction de l'empreinte climatique. 1024, Bulletin de la Société Informatique de France. 17(1) (706.87 KB)
Fröhlich P, Gelenbe E, Nowak M.  2021.  Reinforcement Learning and Energy-Aware Routing. ACM 4th FlexNets'21 Workshop, ACM SIGCOMM 2021.
Ostaszewski M, Trenkwalder LM, Masarczyk W, Scerri E, Dunjko V.  2021.  Reinforcement learning for optimization of variational quantum circuit architectures. NeurIPS.
Kurzyk D, Pawela Ł, Puchała Z.  2021.  Relating entropies of quantum channels. Entropy. 23(8)
Gelenbe E.  2021.  Renforcer la place des universités européennes dans le concert mondial. Revue des Electriciens et Electroniciens. 2 (2.09 MB)

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