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OUTLIER DETECTION FOR TEMPORAL DATA JING GAO

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Outlier Detection for Temporal Data - SIAM: Society for
Outlier Detection for Temporal Data SDM 2013 Austin, Texas UIUC Manish Gupta Jing Gao. Charu Aggarwal Jiawei Han. SUNY IBM UIUC. 2 Tutorial Outline • Introduction • Outlier Detection for Time Series Data • Break • Outlier Detection for Spatio-temporal Data • Outlier Detection for Temporal Networks • Applications of Temporal
Outlier Detection for Temporal Data: A Survey - Semantic
Outlier Detection for Temporal Data: A Survey @article{Gupta2014OutlierDF, title={Outlier Detection for Temporal Data: A Survey}, author={Manish Gupta and Jing Gao and Charu C. Aggarwal and Jiawei Han}, journal={IEEE Transactions on Knowledge and Data Engineering}, year={2014}, volume={26}, pages={2250-2267} }Cited by: 388Publish Year: 2014Author: Manish Gupta, Jing Gao, Charu C. Aggarwal, Jiawei Han
Outlier Detection for Temporal Data - VitalSource
Outlier Detection for Temporal Data by: Manish Gupta; Jing Gao; Charu Aggarwal; Jiawei Han Publisher: Morgan & Claypool Publishers Print ISBN: 9781627053754, 1627053751 eText ISBN: 9781627053761, 162705376X Not Available for Sampling. Share this book with your students.
Outlier Detection for Temporal Data (Synthesis Lectures on
Apr 01, 2014Outlier (or anomaly) detection is a very broad field which has been studied in the context of a large number of research areas like statistics, data mining, sensor networks, environmental science, distributed systems, spatio-temporal mining, etc. Initial research in outlier detection focused on time series-based outliers (in statistics).Reviews: 1Format: PaperbackAuthor: Manish Gupta, Jing Gao, Charu Aggarwal
Outlier Detection for Temporal Data | Synthesis Lectures
Abstract Download Free Sample Outlier (or anomaly) detection is a very broad field which has been studied in the context of a large number of research areas like statistics, data mining, sensor networks, environmental science, distributed systems, spatio-temporal mining, etc. Initial research in outlier detection focused on time series-based outliers (in statistics).Cited by: 134Publish Year: 2014Author: Manish Gupta, Jing Gao, Charu C. Aggarwal, Jiawei Han
Outlier Detection for Temporal Data by Manish Gupta (ebook)
Outlier (or anomaly) detection is a very broad field which has been studied in the context of a large number of research areas like statistics, data mining, sensor networks, environmental science, distributed systems, spatio-temporal mining, etc. Initial research in outlier detection focused on time series-based outliers (in statistics).
Outlier Detection for Temporal Data: A Survey — University
In the statistics community, outlier detection for time series data has been studied for decades. Recently, with advances in hardware and software technology, there has been a large body of work on temporal outlier detection from a computational perspective within the computer science community.Cited by: 388Publish Year: 2014Author: Manish Gupta, Jing Gao, Charu C. Aggarwal, Jiawei Han
Outlier Detection for Temporal Data - archive
Outlier (or anomaly) detection is a very broad field which has been studied in the context of a large number of research areas like statistics, data mining, sensor networks, distributed systems, etc. While there have been many tutorials and surveys for general outlier detection, we focus on outlier detection for temporal data in this tutorial.[PDF]
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA
Outlier Detection for Temporal Data: A Survey Manish Gupta, Jing Gao, Member, IEEE, Charu C. Aggarwal, Fellow, IEEE, and Jiawei Han, Fellow, IEEE Abstract—In the statistics community, outlier detection for time series data has been studied for decades. Recently, with advances in hardware and software technology, there has been a large body ofCited by: 134Publish Year: 2014Author: Manish Gupta, Jing Gao, Charu C. Aggarwal, Jiawei Han
Jing Gao (Author of Outlier Detection for Temporal Data)
Jing Gao is the author of Historic Sites in Xinjiang (0.0 avg rating, 0 ratings, 0 reviews), Effect of Acupuncture on the Spermatogenesis of Heat-Treated..2/5(1)

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