One-class support vector machines: analysis of outlier detection for wireless sensor networks in harsh environments

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

(2012) Nauman Shahid et al.   ARTIFICIAL INTELLIGENCE REVIEW

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

An efficient hyperellipsoidal clustering algorithm for resource-constrained environments

(2011) Masud Moshtaghi et al.   PATTERN RECOGNITION

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

Kernel methods in machine learning

(2008) Thomas Hofmann et al.   ANNALS OF STATISTICS

Anomaly detection in wireless sensor networks

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