Entity Embedding-based Anomaly Detection for Heterogeneous Categorical
Events

Entity Embedding-based Anomaly Detection for Heterogeneous Categorical Events

26 August 2016

Zhengzhang Chen

ArXiv (abs)PDF HTML

Papers citing "Entity Embedding-based Anomaly Detection for Heterogeneous Categorical Events"

17 / 17 papers shown

Title
SmartGuard: Leveraging Large Language Models for Network Attack Detection through Audit Log Analysis and Summarization Hao Zhang Shuo Shao Song Li Zhenyu Zhong Yan Liu Zhan Qin K. Ren 22 0 0 20 Jun 2025
Targeted collapse regularized autoencoder for anomaly detection: black hole at the center A. Ghafourian Huanyi Shui Devesh Upadhyay Rajesh K. Gupta Dimitar Filev I. S. Bozchalooi AAML 82 1 0 22 Jun 2023
UADB: Unsupervised Anomaly Detection Booster Hangting Ye Zhining Liu Xinyi Shen Wei Cao Shun Zheng Xiaofan Gui Huishuai Zhang Yi Chang Jiang Bian 58 4 0 03 Jun 2023
Unsupervised Anomaly Detection for Auditing Data and Impact of Categorical Encodings Ajay Chawda S. Grimm Marius Kloft 69 4 0 25 Oct 2022
Scrutinizing Shipment Records To Thwart Illegal Timber Trade Debanjan Datta S. Muthiah J. Simeone A. Meadows Naren Ramakrishnan 46 1 0 31 Jul 2022
Detecting Anomalies Through Contrast in Heterogeneous Data Debanjan Datta S. Muthiah Naren Ramakrishnan 11 0 0 02 Apr 2021
Detecting Anomalous Invoice Line Items in the Legal Case Lifecycle V. Constantinou M. Kabiri AILaw 47 2 0 28 Dec 2020
Big Networks: A Survey H. D. Bedru Shuo Yu Xinru Xiao Da Zhang Liangtian Wan He Guo Xiwei Xu AI4CE 89 43 0 09 Aug 2020
Deep Learning for Anomaly Detection: A Review Guansong Pang Chunhua Shen LongBing Cao Anton Van Den Hengel 200 951 0 06 Jul 2020
Sequence embeddings help to identify fraudulent cases in healthcare insurance I. Fursov A. Zaytsev R. Khasyanov Martin Spindler Evgeny Burnaev MedIm 36 8 0 07 Oct 2019
Task-Guided Pair Embedding in Heterogeneous Network Chanyoung Park Donghyun Kim Qi Zhu Jiawei Han Hwanjo Yu 89 20 0 04 Jun 2019
SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data Baohua Sun Lin Yang Wenhan Zhang Michael Lin Patrick Dong Charles Young Jason Dong LMTD 17 9 0 26 Feb 2019
Saec: Similarity-Aware Embedding Compression in Recommendation Systems Xiaorui Wu Hong Xu Honglin Zhang Huaming Chen Jian Wang 42 15 0 26 Feb 2019
Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations Ting-Li Chen Martin Renqiang Min Yizhou Sun 77 71 0 21 Jun 2018
Contextual Outlier Interpretation Ninghao Liu DongHwa Shin Helen Zhou 69 72 0 28 Nov 2017
On Sampling Strategies for Neural Network-based Collaborative Filtering Ting-Li Chen Yizhou Sun Yue Shi Liangjie Hong 78 226 0 23 Jun 2017
Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification Ting-Li Chen Yizhou Sun 55 226 0 08 Dec 2016