Characteristics and classification of outlier detection techniques for wireless sensor networks in harsh environments: a survey

Statistics-based outlier detection for wireless sensor networks

(2012) Y. Zhang et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

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

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

Anomaly Detection in Environmental Monitoring Networks [Application Notes]

(2011) James Bezdek et al.   IEEE Computational Intelligence Magazine

Adaptive One-Class Support Vector Machine

(2011) V Gomez-Verdejo et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Class proximity measures – Dissimilarity-based classification and display of high-dimensional data

(2011) R.L. Somorjai et al.   JOURNAL OF BIOMEDICAL INFORMATICS

An efficient hyperellipsoidal clustering algorithm for resource-constrained environments

(2011) Masud Moshtaghi et al.   PATTERN RECOGNITION

Sensor faults

(2010) Abhishek B. Sharma et al.   ACM Transactions on Sensor Networks

DistressNet: a wireless ad hoc and sensor network architecture for situation management in disaster response

(2010) Stephen George et al.   IEEE COMMUNICATIONS MAGAZINE

Safety assurance and rescue communication systems in high-stress environments: A mining case study

(2010) Prasant Misra et al.   IEEE COMMUNICATIONS MAGAZINE

Outlier Detection Techniques for Wireless Sensor Networks: A Survey

(2010) Yang Zhang et al.   IEEE Communications Surveys and Tutorials

Centered Hyperspherical and Hyperellipsoidal One-Class Support Vector Machines for Anomaly Detection in Sensor Networks

(2010) Sutharshan Rajasegarar et al.   IEEE Transactions on Information Forensics and Security

Clustering ellipses for anomaly detection

(2010) Masud Moshtaghi et al.   PATTERN RECOGNITION

Anomaly detection

(2009) Varun Chandola et al.   ACM COMPUTING SURVEYS

Anomaly detection in wireless sensor networks

(2008) S. Rajasegarar et al.   IEEE WIRELESS COMMUNICATIONS