Title Page
Abstract
국문 초록
Contents
Nomenclature 11
Chapter 1. Introduction 12
Chapter 2. Two-tensor PF-OPG and PF-MAVE 16
2.1. Central Mean Dimension Folding Subspace 16
2.2. Two-tensor PF-OPG 19
2.3. Two-tensor PF-MAVE 19
Chapter 3. Multiple mode PF-OPG and PF-MAVE 25
3.1. Properties of tensor 25
3.2. PF-OPG 27
3.3. PF-MAVE 28
Chapter 4. Simulation 31
4.1. Two mode tensor predictors 32
4.1.1. Model 1 32
4.1.2. Model 2 34
Reference 38
Table 4.1. Comparative analysis of benchmark distances in left and right Mean Dimension Folding Subspace across different SDR methods for Model 1, with... 35
Table 4.2. Comparative analysis of benchmark distances in CMDFS across different SDR methods for Model 1, with each entry representing the mean and... 36
Table 4.3. Comparison of benchmark distance for left and right dimension folding subspace among different SDR methods for Model 2 37
Table 4.4. Comparison of benchmark distance for CMDFS among different SDR methods for Model 1 37
Figure 4.1. (left) Raw data X is well classified but does not demonstrate the characteristics of model 1.... 34