Tag: Probabilistic

AI/ML

Analytical probabilistic modeling of dose-volume histograms.

Newsemia
Analytical probabilistic modeling of dose-volume histograms. Med Phys. 2020 Aug 01;: Authors: Wahl N, Hennig P, Wieser HP, Bangert M Abstract PURPOSE: Radiotherapy, especially with...
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Advancing probabilistic risk assessment of offshore wind turbines on monopiles

Newsemia
Wilkie, David; (2020) Advancing probabilistic risk assessment of offshore wind turbines on monopiles. Doctoral thesis (Ph.D), UCL (University College London). Source link...
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ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Fluid Intelligence Scores from Structural MRI Using Probabilistic Segmentation and Kernel Ridge Regression

Newsemia
Mihalik, A; Brudfors, M; Robu, M; Ferreira, FS; Lin, H; Rau, A; Wu, T; … Oxtoby, NP; + view all Mihalik, A; Brudfors, M; Robu,...
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Robust Secure Precoding and Antenna Selection: A Probabilistic Optimization Approach for Interference Exploitation

Newsemia
Wei, Z; Masouros, C; (2019) Robust Secure Precoding and Antenna Selection: A Probabilistic Optimization Approach for Interference Exploitation. In: ICASSP 2019 – 2019 IEEE International...
AI/ML

Integration of Imitation Learning using GAIL and Reinforcement Learning using Task-achievement Rewards via Probabilistic Generative Model. (arXiv:1907.02140v1 [cs.LG])

Newsemia
Integration of reinforcement learning and imitation learning is an important problem that has been studied for a long time in the field of intelligent robotics....
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A probabilistic approach to determine design loads for collision between an offshore supply vessel and offshore installations

Newsemia
Mujeeb-Ahmed, MP; Paik, JK; (2019) A probabilistic approach to determine design loads for collision between an offshore supply vessel and offshore installations. Ocean Engineering ,...

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