High-speed train fault detection with unsupervised causality-based feature extraction methods

Various dimension reduction techniques for high dimensional data analysis: a review

(2021) Papia Ray et al.   ARTIFICIAL INTELLIGENCE REVIEW

Causal Inference

(2020) Kun Kuang et al.   Engineering

Real-time anomaly detection framework using a support vector regression for the safety monitoring of commercial aircraft

(2020) Hyunseong Lee et al.   ADVANCED ENGINEERING INFORMATICS

Review of aerodynamics of high-speed train-bridge system in crosswinds

(2020) Xu-hui He et al.   Journal of Central South University

Fault detection for non-condensing boilers using simulated building automation system sensor data

(2020) Rony Shohet et al.   ADVANCED ENGINEERING INFORMATICS

Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains: A Survey, Challenges, and Perspectives

(2020) Hongtian Chen et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A novel scoring function based on family transfer entropy for Bayesian networks learning and its application to industrial alarm systems

(2019) Qian-Qian Meng et al.   JOURNAL OF PROCESS CONTROL

Review of Causal Discovery Methods Based on Graphical Models

(2019) Clark Glymour et al.   Frontiers in Genetics

Detecting and quantifying causal associations in large nonlinear time series datasets

(2019) Jakob Runge et al.   Science Advances

A Machine-Learning-Based Prediction Method for Hypertension Outcomes Based on Medical Data

(2019) Wenbing Chang et al.   Diagnostics

Fault Detection in Wireless Sensor Networks Through SVM Classifier

(2018) Salah Zidi et al.   IEEE SENSORS JOURNAL

Finding a set of candidate parents using dependency criterion for the K2 algorithm

(2018) Vahid Rezaei Tabar et al.   PATTERN RECOGNITION LETTERS

RAMS Analysis of Train Air Braking System Based on GO-Bayes Method and Big Data Platform

(2018) Guoqiang Cai et al.   COMPLEXITY

Efficient and Private Scoring of Decision Trees, Support Vector Machines and Logistic Regression Models based on Pre-Computation

(2017) Martine De Cock et al.   IEEE Transactions on Dependable and Secure Computing

Data-Driven Incipient Sensor Fault Estimation with Application in Inverter of High-Speed Railway

(2017) Hongtian Chen et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Understanding Social Causalities Behind Human Action Sequences

(2017) Ruichu Cai et al.   IEEE Transactions on Neural Networks and Learning Systems

Causality, Correlation, and Cardiac Disease

(2016) Peter J. Leary   Circulation-Cardiovascular Imaging

Graphical causal inference and copula regression model for apple keywords by text mining

(2015) Jong-Min Kim et al.   ADVANCED ENGINEERING INFORMATICS

Mechanical fault detection in permanent magnet synchronous motors using equal width discretization-based probability distribution and a neural network model

(2015) Mehmet AKAR et al.   Turkish Journal of Electrical Engineering and Computer Sciences

Arriving at Correct Conclusions

(2012) Eric I. Rosenberg et al.   SOUTHERN MEDICAL JOURNAL

Fault diagnosis of the paper machine short circulation process using novel dynamic causal digraph reasoning

(2008) Hui Cheng et al.   JOURNAL OF PROCESS CONTROL