A Feature‐Based Procedure for Detecting Technical Outliers in Water‐Quality Data From In Situ Sensors

Multivariate Outliers and the O3 Plot

(2019) Antony Unwin   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Anomaly Detection in Streaming Nonstationary Temporal Data

(2019) Priyanga Dilini Talagala et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

A framework for automated anomaly detection in high frequency water-quality data from in situ sensors

(2019) Catherine Leigh et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Feature‐Based Procedure for Detecting Technical Outliers in Water‐Quality Data From In Situ Sensors

(2019) Priyanga Dilini Talagala et al.   WATER RESOURCES RESEARCH

Visualizing Big Data Outliers Through Distributed Aggregation

(2018) Leland Wilkinson   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study

(2016) Guilherme O. Campos et al.   DATA MINING AND KNOWLEDGE DISCOVERY

A Comparative Evaluation of Unsupervised Anomaly Detection Algorithms for Multivariate Data

(2016) Markus Goldstein et al.   PLoS One

Transforming Scagnostics to Reveal Hidden Features

(2014) Tuan Nhon Dang et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

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

(2012) Nauman Shahid et al.   ARTIFICIAL INTELLIGENCE REVIEW

A Bayesian inference based two-stage support vector regression framework for soft sensor development in batch bioprocesses

(2012) Jie Yu   COMPUTERS & CHEMICAL ENGINEERING

Distributed Sensor Fusion in Water Quality Event Detection

(2010) Mark W. Koch et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Advances in on-line drinking water quality monitoring and early warning systems

(2010) Michael V. Storey et al.   WATER RESEARCH

Anomaly detection

(2009) Varun Chandola et al.   ACM COMPUTING SURVEYS

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT

Wireless in-situ Sensor Network for Agriculture and Water Monitoring on a River Basin Scale in Southern Finland: Evaluation from a Data User’s Perspective

(2009) Niina Kotamäki et al.   SENSORS

Real-time Bayesian anomaly detection in streaming environmental data

(2009) David J. Hill et al.   WATER RESOURCES RESEARCH