Adaptive multiarm multistage clinical trials
Sign Up to like & getrecommendations! Published in 2020 at "Statistics in Medicine"
DOI: 10.1002/sim.8464
Abstract: Two methods for designing adaptive multiarm multistage (MAMS) clinical trials, originating from conceptually different group sequential frameworks are presented, and their operating characteristics are compared. In both methods pairwise comparisons are made, stage‐by‐stage, between each… read more here.
Keywords: multiarm multistage; treatment; clinical trials; stage ... See more keywords
Bearing fault diagnosis based on Cluster-contraction Stage-wise Orthogonal-Matching-Pursuit
Sign Up to like & getrecommendations! Published in 2019 at "Measurement"
DOI: 10.1016/j.measurement.2019.03.061
Abstract: Abstract This paper presents a novel Cluster-contraction Stage-wise Orthogonal-Matching-Pursuit (CcStOMP) approach for bearing fault information extraction. This approach adds the cluster contraction mechanism to the Stage-wise Orthogonal-Matching-Pursuit (StOMP) algorithm and filter the selected atoms twice… read more here.
Keywords: orthogonal matching; wise orthogonal; fault; cluster contraction ... See more keywords
From Coarse to Fine: A Stage-Wise Deraining Net
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DOI: 10.1109/access.2019.2922549
Abstract: In this paper, we propose a novel deep learning the based deraining method. The proposed method is motivated by the idea that an effective deraining algorithm should have the ability to remove various remaining rain… read more here.
Keywords: method; coarse fine; stage; proposed method ... See more keywords
Stage-Wise Magnitude-Based Pruning for Recurrent Neural Networks.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3184730
Abstract: A recurrent neural network (RNN) has shown powerful performance in tackling various natural language processing (NLP) tasks, resulting in numerous powerful models containing both RNN neurons and feedforward neurons. On the other hand, the deep… read more here.
Keywords: neural networks; recurrent neural; based pruning; stage wise ... See more keywords