A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data

18 March 2009

Marcus Hutter

Papers citing "A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data"

21 / 21 papers shown

Title
FIRED: a fine-grained robust performance diagnosis framework for cloud applications Ruyue Xin Hongyun Liu Peng Chen Paola Grosso Zhiming Zhao 48 5 0 05 Sep 2022
Fluctuation-based Outlier Detection Xusheng Du Enguang Zuo Zhenzhen He Jiong Yu 17 7 0 21 Apr 2022
Outlier Detection using AI: A Survey Md. Nazmul Kabir Sikder Feras A. Batarseh 93 26 0 01 Dec 2021
Robust Trimmed k-means Olga Dorabiala J. Nathan Kutz Aleksandr Aravkin OOD 38 12 0 16 Aug 2021
Unsupervised Anomaly Detection Ensembles using Item Response Theory Sevvandi Kandanaarachchi 54 16 0 11 Jun 2021
An End-to-End Computer Vision Methodology for Quantitative Metallography M. Rusanovsky O. Beeri Gal Oren 59 18 0 22 Apr 2021
Achieving differential privacy for $k$ -nearest neighbors based outlier detection by data partitioning Jens Rauch Iyiola E. Olatunji Megha Khosla 17 1 0 16 Apr 2021
Deep Learning for Anomaly Detection: A Review Guansong Pang Chunhua Shen LongBing Cao Anton Van Den Hengel 198 935 0 06 Jul 2020
SDCOR: Scalable Density-based Clustering for Local Outlier Detection in Massive-Scale Datasets Sayyed-Ahmad Naghavi-Nozad M. Haeri G. Folino 108 21 0 13 Jun 2020
Fair Outlier Detection D. P. Savitha Sam Abraham FaML 112 18 0 20 May 2020
MLography: An Automated Quantitative Metallography Model for Impurities Anomaly Detection using Novel Data Mining and Deep Learning Approach M. Rusanovsky Gal Oren S. Ifergane O. Beeri 32 3 0 27 Feb 2020
Deep Weakly-supervised Anomaly Detection Guansong Pang Chunhua Shen Huidong Jin Anton van den Hengel 89 93 0 30 Oct 2019
ELKI: A large open-source library for data analysis - ELKI Release 0.7.5 "Heidelberg" Erich Schubert Arthur Zimek 32 56 0 10 Feb 2019
Streaming Active Learning Strategies for Real-Life Credit Card Fraud Detection: Assessment and Visualization Fabrizio Carcillo Y. Borgne O. Caelen Gianluca Bontempi 40 80 0 20 Apr 2018
Graph-based Selective Outlier Ensembles Hamed Sarvari C. Domeniconi Giovanni Stilo 35 3 0 17 Apr 2018
Clustering with Outlier Removal Hongfu Liu Jun Yu Li Yue Wu Y. Fu 60 68 0 05 Jan 2018
Arrays of (locality-sensitive) Count Estimators (ACE): High-Speed Anomaly Detection via Cache Lookups Chen Luo Anshumali Shrivastava 36 8 0 20 Jun 2017
Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective Shebuti Rayana Wen Zhong Leman Akoglu 45 65 0 18 Sep 2016
Learning Minimum Volume Sets and Anomaly Detectors from KNN Graphs Jonathan Root Venkatesh Saligrama Jing Qian 32 1 0 22 Jan 2016
Differentially Private Analysis of Outliers Rina Okada Kazuto Fukuchi Kazuya Kakizaki Jun Sakuma 82 23 0 24 Jul 2015
Anomaly Detection with Score functions based on Nearest Neighbor Graphs Manqi Zhao Venkatesh Saligrama 119 116 0 28 Oct 2009