Open-Set Fault Diagnosis for Industrial Rotating Machines Based on Trustworthy Deep Learning

Authors: Wei, D., Zuo, M., Tian, Z.

Source: IEEE Transactions on Industrial Cyber-Physical Systems Trans. Ind. Cyb-Phy. Sys. Industrial Cyber-Physical Systems, IEEE Transactions on. 3:181-189 2025

FSOS-AMC: Few-Shot Open-Set Learning for Automatic Modulation Classification

Authors: Zhang, Hao, Zhou, Fuhui, Wu, Qihui, Yuen, Chau

Source: 2024 16th International Conference on Wireless Communications and Signal Processing (WCSP) Wireless Communications and Signal Processing (WCSP), 2024 16th International Conference on. :746-751 Oct, 2024

Relation: 2024 16th International Conference on Wireless Communications and Signal Processing (WCSP)

Open Set RF Fingerprint Identification for Wireless Communication Devices

Authors: Wu, C., Chen, S., Sun, G., Fang, H.

Source: IEEE Wireless Communications Letters IEEE Wireless Commun. Lett. Wireless Communications Letters, IEEE. 14(3):776-780 Mar, 2025

Learning to Imbalanced Open Set Generalize: A Meta-Learning Framework for Enhanced Mechanical Diagnosis

Authors: Wang, C., Shu, Z., Yang, J., Zhao, Z., Jie, H., Chang, Y., Jiang, S., See, K.Y.

Source: IEEE Transactions on Cybernetics IEEE Trans. Cybern. Cybernetics, IEEE Transactions on. 55(3):1464-1475 Mar, 2025

Filter-Match-Interact Transfer Framework for Machineries Open-Set Fault Diagnosis

Authors: Liu, F., Geng, X., Fan, L., Jiang, M., Zhang, F.

Source: IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 21(3):2758-2766 Mar, 2025

Open-Set Specific Emitter Identification Leveraging Enhanced Metric Denoising Autoencoders

Authors: Huang, S., Guo, L., Fu, X., Peng, Y., Guo, Y., Wang, Y., Zhang, Q., Gui, G., Sari, H.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 12(4):3453-3462 Feb, 2025

Open World Object Detection: A Survey

Authors: Li, Y., Wang, Y., Wang, W., Lin, D., Li, B., Yap, K.

Source: IEEE Transactions on Circuits and Systems for Video Technology IEEE Trans. Circuits Syst. Video Technol. Circuits and Systems for Video Technology, IEEE Transactions on. 35(2):988-1008 Feb, 2025

Open-Set Fault Diagnosis Based on 1D-ResNet With Fusion of Cross-Class and Extreme Information for Out-of-Distribution Detection

Authors: Wang, J., Zhang, R.

Source: IEEE Transactions on Instrumentation and Measurement IEEE Trans. Instrum. Meas. Instrumentation and Measurement, IEEE Transactions on. 74:1-9 2025

Open-Set Fabric Defect Detection With Defect Generation and Transfer

Authors: Gao, C., Chen, X., Zhou, J., Wang, J., Shen, L.

Source: IEEE Transactions on Instrumentation and Measurement IEEE Trans. Instrum. Meas. Instrumentation and Measurement, IEEE Transactions on. 74:1-13 2025

Regularization-Based Region Learning for Radar HRRP Open Set Recognition

Authors: Li, W., Li, S., Tian, B., Huang, P., Zheng, M., Xu, S.

Source: IEEE Transactions on Instrumentation and Measurement IEEE Trans. Instrum. Meas. Instrumentation and Measurement, IEEE Transactions on. 74:1-15 2025

A Lightweight and Dynamic Open-Set Intrusion Detection for Industrial Internet of Things

Authors: Yang, X., Tong, F., Jiang, F., Cheng, G.

Source: IEEE Transactions on Information Forensics and Security IEEE Trans.Inform.Forensic Secur. Information Forensics and Security, IEEE Transactions on. 20:2930-2943 2025

Reserve to Adapt: Mining Inter-Class Relations for Open-Set Domain Adaptation

Authors: Tong, Y., Chang, D., Li, D., Wang, X., Liang, K., He, Z., Song, Y., Ma, Z.

Source: IEEE Transactions on Image Processing IEEE Trans. on Image Process. Image Processing, IEEE Transactions on. 34:1382-1397 2025

HyLiOSR: Staged Progressive Learning for Joint Open-Set Recognition of Hyperspectral and LiDAR Data

Authors: Xi, B., Cai, M., Li, J., Wang, Z., Feng, S., Li, Y., Chanussot, J.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 63:1-14 2025

GANFlow: A Hybrid Model for SAR Image Target Open-Set Recognition Based on GAN and the Flow-Based Module

Authors: Qin, J., Han, J., Liu, Z., Ran, L., Xie, R., Yeo, T.

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of. 18:7083-7099 2025

OSA-PD: Open-Set Active Learning Exploiting Predictive Discrepancy

Authors: Chen, Z., Han, P., Jiang, F., Si, J., Xiong, L.

Source: IEEE Signal Processing Letters IEEE Signal Process. Lett. Signal Processing Letters, IEEE. 32:851-855 2025

Teacher–Explorer–Student Learning: A Novel Learning Method for Open Set Recognition

Authors: Jang, J., Kim, C.O.

Source: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 36(1):767-780 Jan, 2025

OSAD: Open-Set Aircraft Detection in SAR Images

Authors: Xiao, X., Li, Z., Mi, X., Gu, D., Wang, H.

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of. 18:3071-3086 2025

Urinary Bladder Cancer Screening With Electronic Noses Based on Few-Shot Contrastive Representation Learning and Open-Set Recognition

Authors: Jian, Y., Bi, Y., Fan, J., Zhang, N., Huang, W., Li, C., Wu, W., Liu, T.

Source: IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 25(1):125-134 Jan, 2025

OpenFi: Open-Set WiFi Human Sensing via Virtual Embedding Confidence-Aware

Authors: Liu, H., Xi, L., Wang, W., Zhang, F., Haas, Z.J.

Source: IEEE Transactions on Network Science and Engineering IEEE Trans. Netw. Sci. Eng. Network Science and Engineering, IEEE Transactions on. 12(1):344-355 Jan, 2025

Mask2Anomaly: Mask Transformer for Universal Open-Set Segmentation

Authors: Rai, S.N., Cermelli, F., Caputo, B., Masone, C.

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 46(12):9286-9302 Dec, 2024