Multivariate Statistical Approach for Anomaly Detection and Lost Data Recovery in Wireless Sensor Networks

Decentralized fault detection and isolation in wireless structural health monitoring systems using analytical redundancy

(2014) Kay Smarsly et al.   ADVANCES IN ENGINEERING SOFTWARE

Cross-validation in PCA models with the element-wise k-fold (ekf) algorithm: Practical aspects

(2014) José Camacho et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Nearest neighbor imputation using spatial–temporal correlations in wireless sensor networks

(2012) YuanYuan Li et al.   Information Fusion

Distributed H∞ filtering in sensor networks with randomly occurred missing measurements and communication link failures

(2012) Haiyang Yu et al.   INFORMATION SCIENCES

Cross-validation in PCA models with the element-wise k-fold (ekf) algorithm: theoretical aspects

(2012) José Camacho et al.   JOURNAL OF CHEMOMETRICS

Spatiotemporal Models for Data-Anomaly Detection in Dynamic Environmental Monitoring Campaigns

(2011) Ethan W. Dereszynski et al.   ACM Transactions on Sensor Networks

Data Collection in Wireless Sensor Networks with Mobile Elements

(2011) Mario Di Francesco et al.   ACM Transactions on Sensor Networks

Sparsity-Based Online Missing Data Recovery Using Overcomplete Dictionary

(2011) Di Guo et al.   IEEE SENSORS JOURNAL

Sparsity-Based Spatial Interpolation in Wireless Sensor Networks

(2011) Di Guo et al.   SENSORS

Sensor network security: a survey

(2009) Xiangqian Chen et al.   IEEE Communications Surveys and Tutorials

Wireless sensor network survey

(2008) Jennifer Yick et al.   Computer Networks

Bilinear modelling of batch processes. Part I: theoretical discussion

(2008) José Camacho et al.   JOURNAL OF CHEMOMETRICS

Bilinear modelling of batch processes. Part II: a comparison of PLS soft-sensors

(2008) José Camacho et al.   JOURNAL OF CHEMOMETRICS