Machine Learning and Knowledge Discovery for Engineering Systems Health Management

List of Tables

TABLE 2.1 System Components

TABLE 3.1 Examples of ASRS Basis Vectors

TABLE 4.1 Text Data

TABLE 4.2 Accuracy for LDA and DLDA with k = c

TABLE 4.3 Running Time (Seconds) of Std DLDA and Fast DLDA with k = c

TABLE 4.4 Accuracy for Different Classification Algorithms with Different Choices of k

TABLE 4.5 Accuracy from Fast LDA and Logistic Regression Together with Different Choices of k

TABLE 4.6 Extracted Topics Using Fast DLDA from ASRS Database

TABLE 4.7 Top-Ranked Topics in Each Class

TABLE 4.8 Classification Performance from Fast DLDA and LDA+SVM

TABLE 5.1 Categorization of Prognostic Metrics Based on End Usage

TABLE 7.1 Canonical Representations of Commonly Used Exponential Family Distributions

TABLE 7.2 Prior Distributions ...