A Lightweight Anomaly Detection Method Based on SVDD for Wireless Sensor Networks

A new approach of anomaly detection in wireless sensor networks using support vector data description

(2017) Zhen Feng et al.   International Journal of Distributed Sensor Networks

On Harvesting Energy from Tree Trunks for Environmental Monitoring

(2016) Cleonilson P. Souza et al.   International Journal of Distributed Sensor Networks

Utilizing sensors networks to develop a smart and context-aware solution for people with disabilities at the workplace (design and implementation)

(2016) Ghassan Kbar et al.   International Journal of Distributed Sensor Networks

Sensor Anomaly Detection in Wireless Sensor Networks for Healthcare

(2015) Shah Haque et al.   SENSORS

Data Fault Detection in Medical Sensor Networks

(2015) Yang Yang et al.   SENSORS

Large-Scale Mobile Sensing Enabled Internet-of-Things Testbed for Smart City Services

(2015) Jorge Lanza et al.   International Journal of Distributed Sensor Networks

An adaptive elliptical anomaly detection model for wireless sensor networks

(2014) Masud Moshtaghi et al.   Computer Networks

Anomaly Detection in Wireless Sensor Networks in a Non-Stationary Environment

(2014) Colin OReilly et al.   IEEE Communications Surveys and Tutorials

Anomaly detection and foresight response strategy for wireless sensor networks

(2014) Mohammad GhasemiGol et al.   WIRELESS NETWORKS

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

(2013) Nauman Shahid et al.   ARTIFICIAL INTELLIGENCE REVIEW

A Survey of Methods for Finding Outliers in Wireless Sensor Networks

(2013) Dylan McDonald et al.   Journal of Network and Systems Management

Distributed anomaly detection for industrial wireless sensor networks based on fuzzy data modelling

(2013) Heshan Kumarage et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Hyperspherical cluster based distributed anomaly detection in wireless sensor networks

(2013) Sutharshan Rajasegarar et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Distributed online outlier detection in wireless sensor networks using ellipsoidal support vector machine

(2012) Yang Zhang et al.   Ad Hoc Networks

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

(2012) Nauman Shahid et al.   ARTIFICIAL INTELLIGENCE REVIEW

Statistics-based outlier detection for wireless sensor networks

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

In-network outlier detection in wireless sensor networks

(2012) Joel W. Branch et al.   KNOWLEDGE AND INFORMATION SYSTEMS

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 wireless sensor networks: A survey

(2011) Miao Xie et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

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

Group-based intrusion detection system in wireless sensor networks

(2008) Guorui Li et al.   COMPUTER COMMUNICATIONS