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2025	Lecture Notes in Networks and Systems Akshata Balasaheb Badade, Rajesh Kumar Dhanaraj
2025	Interpretable transformation and analysis of timelines through learning via surprisability Chaos: An Interdisciplinary Journal of Nonlinear Science Osnat Mokryn, Teddy Lazebnik, Hagit Ben-Shoshan
2025	Enhancing Anomaly Detection in Attributed Networks Using Proximity Preservation and Advanced Embedding Techniques IEEE Access Wasim Khan, Mohammad Ishrat, Mohammad Nadeem Ahmed, Shafiqul Abidin, Mohammad Husain, Mohd Izhar, Abu Taha Zamani, Mohammad Rashid Hussain, Arshad Ali
2025	Testbeds and Evaluation Frameworks for Anomaly Detection within Built Environments: A Systematic Review ACM Computing Surveys Mohammed Alosaimi, Omer Rana, Charith Perera
2024	Unsupervised Anomaly Detection via Nonlinear Manifold Learning Journal of Computing and Information Science in Engineering Amin Yousefpour, Mehdi Shishehbor, Zahra Zanjani Foumani, Ramin Bostanabad
2024	Predictive modeling and anomaly detection in large-scale web portals through the CAWAL framework Knowledge-Based Systems Özkan Canay, Ümit Kocabıçak
2024	An Anomaly Detection Method for UAV Based on Wavelet Decomposition and Stacked Denoising Autoencoder Aerospace Shenghan Zhou, Zhao He, Xu Chen, Wenbing Chang
2024	Detecting Anomalies in Attributed Networks Through Sparse Canonical Correlation Analysis Combined With Random Masking and Padding IEEE Access Wasim Khan, Mohammad Ishrat, Ahmad Neyaz Khan, Mohammad Arif, Anwar Ahamed Shaikh, Mousa Mohammed Khubrani, Shadab Alam, Mohammed Shuaib, Rajan John
2024	Research on deep neural network-based anomaly detection technology in high-dimensional data environment Applied Mathematics and Nonlinear Sciences Yan Wang
2023	Design of feature selection algorithm for high-dimensional network data based on supervised discriminant projection PeerJ Computer Science Zongfu Zhang, Qingjia Luo, Zuobin Ying, Rongbin Chen, Hongan Chen
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