A distributed sensor-fault detection and diagnosis framework using machine learning

Machine Learning Algorithms and Fault Detection for Improved Belief Function Based Decision Fusion in Wireless Sensor Networks

(2019) Atia Javaid et al.   SENSORS

A Survey on Model-Based Distributed Control and Filtering for Industrial Cyber-Physical Systems

(2019) Derui Ding et al.   IEEE Transactions on Industrial Informatics

Fault Detection in Wireless Sensor Networks through the Random Forest Classifier

(2019) Zainib Noshad et al.   SENSORS

Semisupervised Stacked Autoencoder With Cotraining for Hyperspectral Image Classification

(2019) Shaoguang Zhou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Sensor nodes fault detection for agricultural wireless sensor networks based on NMF

(2018) Jimmy Ludeña-Choez et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Fault Detection in Wireless Sensor Networks Through SVM Classifier

(2018) Salah Zidi et al.   IEEE SENSORS JOURNAL

On-Line Anomaly Detection With High Accuracy

(2018) Kun Xie et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Fault Detection and Repairing for Intelligent Connected Vehicles Based on Dynamic Bayesian Network Model

(2018) Haibin Zhang et al.   IEEE Internet of Things Journal

Parking Detection Method Based on Finite-State Machine and Collaborative Decision-Making

(2018) Hongmei Zhu et al.   IEEE SENSORS JOURNAL

A Novel Feature Selection Scheme and a Diversified-Input SVM-Based Classifier for Sensor Fault Classification

(2018) Sana Ullah Jan et al.   Journal of Sensors

A Hierarchical Fused Fuzzy Deep Neural Network for Data Classification

(2017) Yue Deng et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Sensor Fault Classification Based on Support Vector Machine and Statistical Time-Domain Features

(2017) Sana Ullah Jan et al.   IEEE Access

A Distributed Architecture for HVAC Sensor Fault Detection and Isolation

(2015) Vasso Reppa et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY