COPOD: Copula-Based Outlier Detection

20 September 2020

Papers citing "COPOD: Copula-Based Outlier Detection"

32 / 82 papers shown

Title
AD-DMKDE: Anomaly Detection through Density Matrices and Fourier Features Oscar A. Bustos-Brinez Joseph A. Gallego-Mejia Fabio A. González 10 4 0 26 Oct 2022
Estimating the Contamination Factor's Distribution in Unsupervised Anomaly Detection Lorenzo Perini Paul-Christian Buerkner Arto Klami 23 14 0 19 Oct 2022
A Comprehensive Review of Trends, Applications and Challenges In Out-of-Distribution Detection Navid Ghassemi E. F. Ersi AAML OODD 20 4 0 26 Sep 2022
Adversarial Camouflage for Node Injection Attack on Graphs Shuchang Tao Qi Cao Huawei Shen Yunfan Wu Liang Hou Fei Sun Xueqi Cheng AAML GNN 30 21 0 03 Aug 2022
Outlier Explanation via Sum-Product Networks Stefan Lüdtke Christian Bartelt Heiner Stuckenschmidt TPM LRM 9 0 0 18 Jul 2022
Suppressing Poisoning Attacks on Federated Learning for Medical Imaging Naif Alkhunaizi Dmitry Kamzolov Martin Takávc Karthik Nandakumar OOD 18 9 0 15 Jul 2022
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection Marius Dragoi Elena Burceanu Emanuela Haller Andrei Manolache Florin Brad OOD 18 18 0 30 Jun 2022
ADBench: Anomaly Detection Benchmark Songqiao Han Xiyang Hu Hailiang Huang Mingqi Jiang Yue Zhao OOD 41 296 0 19 Jun 2022
Model-Agnostic Few-Shot Open-Set Recognition Malik Boudiaf Etienne Bennequin Myriam Tami C´eline Hudelot Antoine Toubhans Pablo Piantanida Ismail Ben Ayed BDL 19 1 0 18 Jun 2022
Deep Isolation Forest for Anomaly Detection Hongzuo Xu Guansong Pang Yijie Wang Yongjun Wang 32 182 0 14 Jun 2022
Inference and Sampling for Archimax Copulas Yuting Ng Ali Hasan Vahid Tarokh 26 5 0 27 May 2022
GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection Xu Chen Qiu Qiu Changshan Li Kunqing Xie AI4TS 19 12 0 23 May 2022
Time Series Anomaly Detection via Reinforcement Learning-Based Model Selection J. Zhang Di Wu Benoit Boulet AI4TS 16 8 0 19 May 2022
Data-Efficient and Interpretable Tabular Anomaly Detection C. Chang Jinsung Yoon Sercan Ö. Arik Madeleine Udell Tomas Pfister 16 18 0 03 Mar 2022
Data-SUITE: Data-centric identification of in-distribution incongruous examples Nabeel Seedat Jonathan Crabbé M. Schaar OOD 28 14 0 17 Feb 2022
A comparative study on machine learning models combining with outlier detection and balanced sampling methods for credit scoring Hongyi Qian Shen Zhang Baohui Wang Lei Peng Songfeng Gao You Song 6 2 0 25 Dec 2021
Outlier Detection using AI: A Survey Md. Nazmul Kabir Sikder Feras A. Batarseh 33 23 0 01 Dec 2021
Approximate Inference via Clustering Qianqian Song 31 0 0 28 Nov 2021
Backdoor Attack through Frequency Domain Tong Wang Yuan Yao Feng Xu Shengwei An Hanghang Tong Ting Wang AAML 22 33 0 22 Nov 2021
Informative Planning in the Presence of Outliers Weizhe (Wesley) Chen Lantao Liu 32 3 0 02 Nov 2021
TOD: GPU-accelerated Outlier Detection via Tensor Operations Yue Zhao George H. Chen Zhihao Jia AI4TS 19 8 0 26 Oct 2021
Memory-augmented Adversarial Autoencoders for Multivariate Time-series Anomaly Detection with Deep Reconstruction and Prediction Qinfeng Xiao Shikuan Shao Jing Wang AI4TS 6 7 0 15 Oct 2021
Comparison of Outlier Detection Techniques for Structured Data Amulya Agarwal Nitin Gupta 14 8 0 16 Jun 2021
Deep Clustering based Fair Outlier Detection Hanyu Song Peizhao Li Hongfu Liu FaML 6 33 0 09 Jun 2021
Negative Selection Algorithm Research and Applications in the last decade: A Review Kishor Datta Gupta D. Dasgupta 8 14 0 13 May 2021
BikNN: Anomaly Estimation in Bilateral Domains with k-Nearest Neighbors Zhongping Ji 13 0 0 11 May 2021
DRAM Failure Prediction in AIOps: Empirical Evaluation, Challenges and Opportunities Zhiyue Wu Hongzuo Xu Guansong Pang Fengyuan Yu Yijie Wang Songlei Jian Yongjun Wang 10 7 0 30 Apr 2021
Simple Neighborhood Representative Pre-processing Boosts Outlier Detectors Jiawei Yang Yu Chen S. Rahardja OODD 13 1 0 11 Oct 2020
SYNC: A Copula based Framework for Generating Synthetic Data from Aggregated Sources Zheng Li Yue Zhao Jia-lin Fu SyDa 6 28 0 20 Sep 2020
It Is Likely That Your Loss Should be a Likelihood Mark Hamilton Evan Shelhamer William T. Freeman UQCV 27 5 0 12 Jul 2020
Factor Analysis of Mixed Data for Anomaly Detection Matthew Davidow David S. Matteson 15 9 0 25 May 2020
Wavelet-based temporal models of human activity for anomaly detection in smart robot-assisted environments M. Fernández-Carmona Sariah Mghames Nicola Bellotto 14 0 0 26 Feb 2020