Comparative Study of Outlier Detection Approaches

2018 International Conference on Inventive Research in Computing Applications (ICIRCA) ◽

10.1109/icirca.2018.8597395 ◽

2018 ◽

Author(s):

P. Sharon Femi ◽

S. Ganesh Vaidyanathan

Keyword(s):

Comparative Study ◽

Outlier Detection

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A comparative study of cluster based outlier detection, distance based outlier detection and density based outlier detection techniques

2017 International Conference on Intelligent Computing and Control Systems (ICICCS) ◽

10.1109/iccons.2017.8250601 ◽

2017 ◽

Cited By ~ 2

Author(s):

Harshada C. Mandhare ◽

S. R. Idate

Keyword(s):

Comparative Study ◽

Outlier Detection ◽

Detection Distance ◽

Detection Techniques

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A comparative study of outlier detection procedures in multiple circular regression

10.1063/1.4965152 ◽

2016 ◽

Cited By ~ 1

Author(s):

Najla Ahmed Alkasadi ◽

Safwati Ibrahim ◽

Mohammad Fadzli Ramli ◽

Mohd Irwan Yusoff

Keyword(s):

Comparative Study ◽

Outlier Detection ◽

Circular Regression

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A comparative study of autonomous learning outlier detection methods applied to fault detection

2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) ◽

10.1109/fuzz-ieee.2015.7337939 ◽

2015 ◽

Cited By ~ 5

Author(s):

Clauber Gomes Bezerra ◽

Bruno Sielly Jales Costa ◽

Luiz Affonso Guedes ◽

Plamen Parvanov Angelov

Keyword(s):

Fault Detection ◽

Comparative Study ◽

Outlier Detection ◽

Autonomous Learning ◽

Detection Methods

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Comparative Study on Trajectory Outlier Detection Algorithms

2019 International Conference on Data Mining Workshops (ICDMW) ◽

10.1109/icdmw.2019.00067 ◽

2019 ◽

Cited By ~ 3

Author(s):

Asma Belhadi ◽

Youcef Djenouri ◽

Jerry Chun-Wei Lin

Keyword(s):

Comparative Study ◽

Outlier Detection ◽

Detection Algorithms ◽

Trajectory Outlier Detection

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A Comparative Study of Outlier Detection Algorithms

Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/978-3-642-03070-3_33 ◽

2009 ◽

pp. 440-453 ◽

Cited By ~ 3

Author(s):

Charlie Isaksson ◽

Margaret H. Dunham

Keyword(s):

Comparative Study ◽

Outlier Detection ◽

Detection Algorithms

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A Comparative Study of Outlier Detection and Missing Value Estimation Methods Applied to Time Series Transport Data

Computational Statistics ◽

10.1007/978-3-662-26811-7_48 ◽

1992 ◽

pp. 349-354 ◽

Cited By ~ 1

Author(s):

Edwin J. Redfern ◽

Susan M. Watson ◽

Stephen D. Clark ◽

Miles R. Tight

Keyword(s):

Time Series ◽

Comparative Study ◽

Outlier Detection ◽

Estimation Methods ◽

Missing Value ◽

Value Estimation ◽

Missing Value Estimation

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A Comparative Study for Outlier Detection Techniques in Data Mining

2006 IEEE Conference on Cybernetics and Intelligent Systems ◽

10.1109/iccis.2006.252287 ◽

2006 ◽

Cited By ~ 38

Author(s):

Zuriana Bakar ◽

Rosmayati Mohemad ◽

Akbar Ahmad ◽

Mustafa Deris

Keyword(s):

Data Mining ◽

Comparative Study ◽

Outlier Detection ◽

Detection Techniques

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A Comparative Study of Outlier Detection in Large-Scale Data Using Data Mining Algorithms

International Journal Of Data Mining And Emerging Technologies ◽

10.5958/2249-3220.2017.00002.7 ◽

2017 ◽

Vol 7 (1) ◽

pp. 10

Author(s):

V. Saranya ◽

R. Umagandhi

Keyword(s):

Data Mining ◽

Comparative Study ◽

Outlier Detection ◽

Large Scale ◽

Data Mining Algorithms ◽

Large Scale Data ◽

Using Data ◽

Mining Algorithms ◽

Scale Data

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Outlier detection for multivariate skew-normal data: a comparative study

Journal of Statistical Computation and Simulation ◽

10.1080/00949655.2011.636364 ◽

2013 ◽

Vol 83 (4) ◽

pp. 773-783 ◽

Cited By ~ 8

Author(s):

Y. H. Dovoedo ◽

S. Chakraborti

Keyword(s):

Comparative Study ◽

Outlier Detection ◽

Skew Normal

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High Rate Outlier Detection in Wireless Sensor Networks: A Comparative Study

International Journal of Modern Education and Computer Science ◽

10.5815/ijmecs.2019.04.02 ◽

2019 ◽

Vol 11 (4) ◽

pp. 13-22 ◽

Cited By ~ 1

Author(s):

Hussein H. Shia ◽

◽

Mohammed Ali Tawfeeq ◽

Sawsan M. Mahmoud

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Comparative Study ◽

Outlier Detection ◽

High Rate ◽

Wireless Sensor

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