Browsing Dissertations & Theses by Author "Wang, Li"
Now showing items 1-3 of 3
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A Novel Regularized Orthonormalized Partial Least Squares Model for Multi-view Learning
Bian, Ce (2023-08-15)Over the past few years, the size of data dimensions or features has been increasing in various fields of science and engineering, owing to the rapid pace of data collection and the development of more advanced storage ... -
A NOVEL SUPERVISED DIMENSIONALITY REDUCTION METHOD: INTEGRATING PCA WITH SVM
Soleimani, Faezeh (2021-07-06)Data curation and storage methods have changed over the past few decades with the use of new technologies, and gathering data on a huge number of features (dimensions) is now very common among diverse scientific and ... -
OPTIMIZING L1 LOSS REGULARIZER AND ITS APPLICATION TO EEG INVERSE PROBLEM
Mainali, Kiran Kumar; 0000-0002-8510-8234 (2020-07-21)Sparse reconstruction occurs frequently in science and engineering and real-world applications, including statistics, finance, imaging, biological system, compressed sensing, and, today more than ever, machine learning and ...