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Acoustic impedance measurement using plsr based analysis of ultrasonic signals
IEEE Ultrasonics Symposium, 2005., 2006Mechanical properties of a liquid affect the wave shape of transmitted pulses. This interrelation can be statistically modeled using Multiple Linear Regression. The Partial Least Squares approach presented in this paper derives a model to indirectly measure the acoustic impedance of a liquid by analyzing the shape of transmitted pulses.
R. Schaefer, P. Hauptmann
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Relationship Between Size of Injected Microspheres and Ultrasound Imaging of Heart by PLSR
Pharmaceutical Research, 1997To investigate the enhancement in ultrasound signal (US) in heart, for diagnostic purposes, as a function of size and number of injected air-filled microspheres by multivariate statistical methods.The US enhancement in left ventricle was measured after injection of 31 suspensions of air-filled albumin microspheres divided on and injected in six dogs ...
K, Dyrstad, P C, Sontum
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Phase-Locked Space-Time Resonance (PLSR)
Wepropose the Phase-Locked Space-Time Resonance (PLSR) mechanism as a theoretical route to spatial translation without conventional acceleration and without locally violating the speed of light. The central hypothesis is that discrete spacetime domains (“patches”) can be coherently coupled by phase-controlled interactions between their quantized vacuumopenaire +1 more source
Selection of individual variables versus intervals of variables in PLSR
Journal of Chemometrics, 2010AbstractThe selection abilities of the two well‐known techniques of variable selection, synergy interval‐partial least‐squares (SiPLS) and genetic algorithm‐partial least‐squares (GA‐PLS), have been examined and compared. By using different simulated and real (corn and metabolite) datasets, keeping in view the spectral overlapping of the components ...
Masoud Shariati‐Rad, Masoumeh Hasani
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PLSR: Unstructured Pruning with Layer-Wise Sparsity Ratio
2023 International Conference on Machine Learning and Applications (ICMLA), 2023Haocheng Zhao +5 more
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Partial Least-Squares Regression (PLSR)
2013Daniel V. Guebel, Néstor V. Torres
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