A Fast Outlier Detection Method for Big Data

Communications in Computer and Information Science - AsiaSim 2013 ◽

10.1007/978-3-642-45037-2_38 ◽

2013 ◽

pp. 379-384 ◽

Author(s):

Boyuan Liu ◽

Wenhui Fan ◽

Tianyuan Xiao

Keyword(s):

Big Data ◽

Outlier Detection ◽

Detection Method

Download Full-text

A Spatial Outlier Detection Method for Big Data Based on Adjacency Weighted Residuals and Its Application to Covid-19 Data

ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH ◽

10.24818/18423264/55.3.21.06 ◽

2021 ◽

Vol 55 (3/2021) ◽

pp. 87-102

Author(s):

BABA ALI MOHAMMED ◽

MIDI HABSHAH ◽

RAHMAN NUR H. ABD

Keyword(s):

Big Data ◽

Outlier Detection ◽

Detection Method ◽

Weighted Residuals ◽

Spatial Outlier

Download Full-text

A Hybrid Outlier Detection Method for Health Care Big Data

2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), Social Computing and Networking (SocialCom), Sustainable Computing and Communications (SustainCom) (BDCloud-SocialCom-SustainCom) ◽

10.1109/bdcloud-socialcom-sustaincom.2016.34 ◽

2016 ◽

Author(s):

Ke Yan ◽

Xiaoming You ◽

Xiaobo Ji ◽

Guangqiang Yin ◽

Fan Yang

Keyword(s):

Health Care ◽

Big Data ◽

Outlier Detection ◽

Detection Method

Download Full-text

Clustering-Based Outlier Detection Method

2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery ◽

10.1109/fskd.2008.244 ◽

2008 ◽

Author(s):

Sheng-yi Jiang ◽

Qing-bo An

Keyword(s):

Outlier Detection ◽

Detection Method

Download Full-text

A Variable Markovian Based Outlier Detection Method for Multi-Dimensional Sequence over Data Stream

2016 17th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT) ◽

10.1109/pdcat.2016.049 ◽

2016 ◽

Author(s):

Dongsheng Yang ◽

Yijie Wang ◽

Yongmou Li ◽

Xingkong Ma

Keyword(s):

Outlier Detection ◽

Data Stream ◽

Detection Method

Download Full-text

A new outlier detection method based on convex optimization: application to diagnosis of Parkinson’s disease

Journal of Applied Statistics ◽

10.1080/02664763.2020.1864815 ◽

2020 ◽

pp. 1-20

Author(s):

Pakize Taylan ◽

Fatma Yerlikaya-Özkurt ◽

Burcu Bilgiç Uçak ◽

Gerhard-Wilhelm Weber

Keyword(s):

Parkinson’S Disease ◽

Parkinson's Disease ◽

Convex Optimization ◽

Outlier Detection ◽

Detection Method

Download Full-text

Outlier Detection Method based on Improved K-means Clustering Algorithm

10.1145/3501409.3501648 ◽

2021 ◽

Author(s):

Wenfen Liu ◽

Nan Wang ◽

Yuehua Huang

Keyword(s):

Outlier Detection ◽

Clustering Algorithm ◽

Detection Method

Download Full-text

A system for exploring big data: an iterative k-means searchlight for outlier detection on open health data

2018 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2018.8489448 ◽

2018 ◽

Author(s):

A. Ravishankar Rao ◽

Subrata Garai ◽

Daniel Clarke ◽

Soumyabrata Dey

Keyword(s):

Big Data ◽

Outlier Detection ◽

Download Full-text

An information-theoretic outlier detection method for prescription data

2017 3rd IEEE International Conference on Computer and Communications (ICCC) ◽

10.1109/compcomm.2017.8322957 ◽

2017 ◽

Author(s):

Hongxiang Zhang ◽

Lizhen Wang

Keyword(s):

Outlier Detection ◽

Detection Method ◽

Prescription Data ◽

Information Theoretic

Download Full-text

A new outlier detection method based on OPTICS

Sustainable Cities and Society ◽

10.1016/j.scs.2018.11.031 ◽

2019 ◽

Vol 45 ◽

pp. 197-212 ◽

Author(s):

Yue Fei Wang ◽

Yu Jiong ◽

Guo Ping Su ◽

Yu Rong Qian

Keyword(s):

Outlier Detection ◽

Detection Method

Download Full-text

Outlier Detection Method based on Improved Two-step Clustering Algorithm and Synthetic Hypothesis Testing

2019 IEEE 8th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) ◽

10.1109/itaic.2019.8785425 ◽

2019 ◽

Author(s):

Geyu Huang ◽

Zhiming Zhang ◽

Wenxin Yang

Keyword(s):

Hypothesis Testing ◽

Outlier Detection ◽

Clustering Algorithm ◽

Detection Method

Download Full-text