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A Stacking-Based Deep Neural Network Approach for Effective Network Anomaly Detection File File

Tama, Bayu Adhi , Lim, Sunghoon

Article Issue Date2021-02 View119
A Systematic Review of Anomaly Detection for Business Process Event Logs File

Ko, Jonghyeon , Comuzzi, Marco

Article Issue Date2023-08 View127
Autoencoders with exponential deviation loss for weakly supervised anomaly detection File

Kwon, Min-Seong , Moon, Yong-Geun , Lee, Byungju , Noh, Jung-Hoon

Article Issue Date2023-07 View93
Capacity-fading Behavior Analysis for Early Detection of Unhealthy Li-ion Batteries File

Lee, Changyong , Jo, Sugyeong , Kwon, Daeil , Pecht, Michael

Article Issue Date2021-03 View172
DTOC-P: Deep-Learning-Driven Timing Optimization Using Commercial EDA Tool With Practicality Enhancement File

Ahn, Jaehoon , Chang, Kyungjoon , Choi, Kyu-Myung , Kim, Taewhan , Park, Heechun

Article Issue Date2024-08 View82
Enhancing mean-variance portfolio optimization through GANs-based anomaly detection File

Kim, Jang Ho , Kim, Seyoung , Lee, Yongjae , Kim, Woo Chang , Fabozzi, Frank J.

Article Issue Date2025-03 View112
Ensemble learning for intrusion detection systems: A systematic mapping study and cross-benchmark evaluation File File

Tama, Bayu Adhi , Lim, Sunghoon

Article Issue Date2021-02 View99
Grid-Based Bayesian Bootstrap Approach for Real-Time Detection of Abnormal Vessel Behaviors From AIS Data in Maritime Logistics File

Oh, YongKyung , Kim, Sungil

Article Issue Date2024-10 View156
Quantile Autoencoder With Abnormality Accumulation for Anomaly Detection of Multivariate Sensor Data File File

Ryu, Seunghyoung , Yim, Jiyeon , Seo, Junghoon , Yu, Yonggyun , Seo, Hogeon

Article Issue Date2022-06 View54
Semi-Supervised Contrastive Learning for Anomaly Detection in Contaminated Data File File

Kim, Gyeongjun

Thesis Issue Date2023-02 View70
Semisupervised Training of Deep Generative Models for High-Dimensional Anomaly Detection File

Xie, Qin , Zhang, Peng , Yu, Boseon , Choi, Jaesik

Article Issue Date2022-06 View91
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