Searching for Novel Chemistry in Exoplanetary Atmospheres Using Machine Learning for Anomaly Detection by Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Eyup B. Unlu

“…We successfully demonstrate the feasibility of two popular anomaly detection methods (local outlier factor and one-class support vector machine) on a large public database of synthetic spectra. …”
Get full text

Improved Central Attention Network-Based Tensor RX for Hyperspectral Anomaly Detection by Lili Zhang, Jiachen Ma, Baohong Fu, Fang Lin, Yudan Sun, Fengpin Wang

Subjects: “…anomaly detection…”
Get full text

Self-Supervised Learning for Time-Series Anomaly Detection in Industrial Internet of Things by Duc Hoang Tran, Van Linh Nguyen, Huy Nguyen, Yeong Min Jang

Subjects: “…anomaly detection…”
Get full text

An Unsupervised Anomaly Detection Based on Self-Organizing Map for the Oil and Gas Sector by Lorenzo Concetti, Giovanni Mazzuto, Filippo Emanuele Ciarapica, Maurizio Bevilacqua

Subjects: Get full text

StackVAE-G: An efficient and interpretable model for time series anomaly detection by Wenkai Li, Wenbo Hu, Ting Chen, Ning Chen, Cheng Feng

Subjects: Get full text

Towards Zero-Shot Flow-Based Cyber-Security Anomaly Detection Framework by Mikołaj Komisarek, Rafał Kozik, Marek Pawlicki, Michał Choraś

Subjects: Get full text

Wind Turbine Anomaly Detection Using Mahalanobis Distance and SCADA Alarm Data by Jui-Hung Liu, Nelson T. Corbita, Rong-Mao Lee, Chun-Chieh Wang

Subjects: Get full text

Self-Supervised Learning Based Anomaly Detection in Synthetic Aperture Radar Imaging by Max Muzeau, Chengfang Ren, Sebastien Angelliaume, Mihai Datcu, Jean-Philippe Ovarlez

Subjects: Get full text

Label-Free Anomaly Detection Using Distributed Optical Fiber Acoustic Sensing by Yuyuan Xie, Maoning Wang, Yuzhong Zhong, Lin Deng, Jianwei Zhang

“…Deep learning anomaly detection is important in distributed optical fiber acoustic sensing (DAS). …”
Get full text

Image Anomaly Detection Using Normal Data Only by Latent Space Resampling by Lu Wang, Dongkai Zhang, Jiahao Guo, Yuexing Han

Subjects: “…anomaly detection…”
Get full text

A Comprehensive Real-World Photometric Stereo Dataset for Unsupervised Anomaly Detection by Junyong Jung, Seungoh Han, Jinsun Park, Donghyeon Cho

Subjects: “…Anomaly detection…”
Get full text

A Comprehensive Survey of Machine Learning Methods for Surveillance Videos Anomaly Detection by Nomica Choudhry, Jemal Abawajy, Shamsul Huda, Imran Rao

Subjects: Get full text

Anomaly Detection of Remote Sensing Images Based on the Channel Attention Mechanism and LRX by Huinan Guo, Hua Wang, Xiaodong Song, Zhongling Ruan

Subjects: Get full text

Anomaly Detection in Connected and Autonomous Vehicles: A Survey, Analysis, and Research Challenges by Sihem Baccari, Mohamed Hadded, Hakim Ghazzai, Haifa Touati, Mourad Elhadef

Subjects: Get full text

IoT Dataset Validation Using Machine Learning Techniques for Traffic Anomaly Detection by Laura Vigoya, Diego Fernandez, Victor Carneiro, Francisco J. Nóvoa

“…The experimental results show that the proposed dataset can achieve a high detection rate in all the experiments, providing the best mean accuracy of 0.99 for the tree-based models, with a low false-positive rate, ensuring effective anomaly detection.…”
Get full text

Data-Driven Anomaly Detection Framework for Complex Degradation Monitoring of Aero-Engine by Zichen Yan, Jianzhong Sun, Yang Yi, Caiqiong Yang, Jingbo Sun

Subjects: Get full text

Anomaly Detection of Wind Turbine Driveline Based on Sequence Decomposition Interactive Network by Qiucheng Lyu, Yuwei He, Shijing Wu, Deng Li, Xiaosun Wang

Subjects: “…anomaly detection…”
Get full text

Creating an atlas of normal tissue for pruning WSI patching through anomaly detection by Peyman Nejat, Areej Alsaafin, Ghazal Alabtah, Nneka I. Comfere, Aaron R. Mangold, Dennis H. Murphree, Patricija Zot, Saba Yasir, Joaquin J. Garcia, H. R. Tizhoosh

Get full text

An Anomaly Detection Algorithm for Microservice Architecture Based on Robust Principal Component Analysis by Mingxu Jin, Aoran Lv, Yuanpeng Zhu, Zijiang Wen, Yubin Zhong, Zexin Zhao, Jiang Wu, Hejie Li, Hanheng He, Fengyi Chen

Subjects: Get full text

A Review of Smart Grid Anomaly Detection Approaches Pertaining to Artificial Intelligence by Marcelo Fabian Guato Burgos, Jorge Morato, Fernanda Paulina Vizcaino Imacaña

Subjects: Get full text