Benchmarking Unsupervised Outlier Detection with Realistic Synthetic Data

15 April 2020

Papers citing "Benchmarking Unsupervised Outlier Detection with Realistic Synthetic Data"

9 / 9 papers shown

Title
Investigating Mask-aware Prototype Learning for Tabular Anomaly Detection Ruiying Lu Jinhan Liu Chuan Du D. Guo OOD AAML 50 0 0 03 Jun 2025
TAD-Bench: A Comprehensive Benchmark for Embedding-Based Text Anomaly Detection Yang Cao Sikun Yang Chen Li Haolong Xiang Lianyong Qi Bo Liu Rongsheng Li Ming Liu 119 0 0 21 Jan 2025
Fuzzy Granule Density-Based Outlier Detection with Multi-Scale Granular Balls C. Gao Xiaofeng Tan Jie Zhou Weiping Ding Witold Pedrycz 81 3 0 06 Jan 2025
A Closer Look at AUROC and AUPRC under Class Imbalance Matthew B. A. McDermott Lasse Hyldig Hansen Haoran Zhang Giovanni Angelotti Jack Gallifant 166 39 0 11 Jan 2024
No Pattern, No Recognition: a Survey about Reproducibility and Distortion Issues of Text Clustering and Topic Modeling Marília Costa Rosendo Silva Felipe Siqueira João Pedro M. Tarrega João Vitor P. Beinotti Augusto Sousa Nunes M. Gardini Vinicius Silva Nádia Félix Felipe da Silva A. C. P. L. F. D. Carvalho 43 2 0 02 Aug 2022
BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs Kay Liu Yingtong Dou Yue Zhao Xueying Ding Xiyang Hu ... Lichao Sun Jundong Li George H. Chen Zhihao Jia Philip S. Yu OOD 99 98 0 21 Jun 2022
ADBench: Anomaly Detection Benchmark Songqiao Han Xiyang Hu Hailiang Huang Mingqi Jiang Yue Zhao OOD 100 313 0 19 Jun 2022
Sparx: Distributed Outlier Detection at Scale Sean Zhang V. Ursekar Leman Akoglu 56 7 0 02 Jun 2022
C-AllOut: Catching & Calling Outliers by Type G. D. F. Silva Leman Akoglu R. Cordeiro 37 1 0 13 Oct 2021