Orthogonal Subspace Representation for Generative Adversarial Networks

Authors: Jiang, H., Luo, X., Yin, J., Fu, H., Wang, F.

Source: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 36(3):4413-4427 Mar, 2025

Industrial Fault Diagnosis With Incremental Learning Capability Under Varying Sensory Data

Authors: Zhou, H., Yin, H., Qin, Y., Yuen, C.

Source: IEEE Transactions on Systems, Man, and Cybernetics: Systems IEEE Trans. Syst. Man Cybern, Syst. Systems, Man, and Cybernetics: Systems, IEEE Transactions on. 55(2):1322-1333 Feb, 2025

Subspace Sequentially Iterative Leaning for Semi-Supervised SVM

Authors: Wen, J., Chen, X., Kong, H., Zhang, J., Lai, Z., Shen, L.

Source: IEEE Transactions on Emerging Topics in Computational Intelligence IEEE Trans. Emerg. Top. Comput. Intell. Emerging Topics in Computational Intelligence, IEEE Transactions on. 9(1):681-694 Feb, 2025

Event-VoxelHop: A Polarity-Wise Successive Subspace Learning (SSL) Algorithm for Event-Based Object Classification

Authors: Choi, J., Kuo, C.J., Kang, D.

Source: IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 25(2):3160-3172 Jan, 2025

Improving E-Nose Performance: A Novel ELM-Based Dual-Level Joint Domain Adaptation Method for Sensor Drift Data

Authors: Wang, Z., Zhang, L., Li, Z., Duan, S., Yan, J.

Source: IEEE Transactions on Instrumentation and Measurement IEEE Trans. Instrum. Meas. Instrumentation and Measurement, IEEE Transactions on. 74:1-11 2025

ALPCAH: Subspace Learning for Sample-Wise Heteroscedastic Data

Authors: Salazar Cavazos, J., Fessler, J.A., Balzano, L.

Source: IEEE Transactions on Signal Processing IEEE Trans. Signal Process. Signal Processing, IEEE Transactions on. 73:876-886 2025

Generalized Relevance Learning Grassmann Quantization

Authors: Mohammadi, M., Babai, M., Wilkinson, M.

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 47(1):502-513 Jan, 2025

A Statistics-based Feature Generation (SFG) Method: Theory and Applications

Authors: Wang, Xinyu, Wu, Yixing, Li, Haiyi, Mishra, Vinod K., Kuo, C.-C. Jay

Source: 2024 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2024 IEEE International Conference on. :5731-5738 Dec, 2024

Relation: 2024 IEEE International Conference on Big Data (BigData)

Inductance and Core Loss Modeling and Estimation of Permanent Magnet Synchronous Motor with Subspace Learning-Based Flux Linkage Denoising

Authors: Zhu, Zupeng, He, Bigan, Zhang, Zhisheng, Fang, Kunhong, Feng, Guodong, Huang, Kaide

Source: 2024 International Conference on Intelligent Robotics and Automatic Control (IRAC) Intelligent Robotics and Automatic Control (IRAC), 2024 International Conference on. :207-213 Nov, 2024

Relation: 2024 International Conference on Intelligent Robotics and Automatic Control (IRAC)

Constrained Source-based Salience: Network-based Visualization of Deep Learning Neuroimaging Models

Authors: Batta, Ishaan, Abrol, Anees, Calhoun, Vince D.

Source: 2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) Biomedical and Health Informatics (BHI), 2024 IEEE EMBS International Conference on. :1-8 Nov, 2024

Relation: 2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)

Learning the Optimal Discriminant SVM With Feature Extraction

Authors: Zhang, J., Lai, Z., Kong, H., Yang, J.

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 47(4):2897-2911 Apr, 2025

Tensorized and Compressed Multi-View Subspace Clustering via Structured Constraint

Authors: Chang, W., Chen, H., Nie, F., Wang, R., Li, X.

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):10434-10451 Dec, 2024

Robust Tensor Subspace Learning for Incomplete Multi-View Clustering

Authors: Liang, C., Wang, D., Zhang, H., Zhang, S., Guo, F.

Source: IEEE Transactions on Knowledge and Data Engineering IEEE Trans. Knowl. Data Eng. Knowledge and Data Engineering, IEEE Transactions on. 36(11):6934-6948 Nov, 2024

Iterative Multiview Subspace Learning for Unpaired Multiview Clustering

Authors: Yang, W., Xin, L., Wang, L., Yang, M., Yan, W., Gao, Y.

Source: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 35(10):14848-14862 Oct, 2024

Double-Structured Sparsity Guided Flexible Embedding Learning for Unsupervised Feature Selection

Authors: Guo, Y., Sun, Y., Wang, Z., Nie, F., Wang, F.

Source: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 35(10):13354-13367 Oct, 2024

Real-time Federated learning for Compressive Sensing in AIoT

Authors: Xu, Hanyue, Seng, Jasmine Kah Phooi, Ang, Li Minn, Smith, Jeremy, Su, Yuanxin

Source: 2024 16th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC) IHMSC Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2024 16th International Conference on. :9-14 Aug, 2024

Relation: 2024 16th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC)

Research on Enhancement of Curling Training and Decision-making through Independent Component Analysis

Authors: Zhang, Dongyu

Source: 2024 7th International Conference on Education, Network and Information Technology (ICENIT) ICENIT Education, Network and Information Technology (ICENIT), 2024 7th International Conference on. :53-59 Aug, 2024

Relation: 2024 7th International Conference on Education, Network and Information Technology (ICENIT)

Very Low-Resolution Face Recognition Based On Multilinear Side-Information Based Discriminant Analysis

Authors: Bellili, Sana, Ouamane, Abdelmalik, Chouchane, Ammar, Himeur, Yassine, Atalla, Shadi, Mansoor, Wathiq, Al Ahmad, Hussain

Source: 2024 IEEE 10th International Conference on Big Data Computing Service and Machine Learning Applications (BigDataService) BIGDATASERVICE Big Data Computing Service and Machine Learning Applications (BigDataService), 2024 IEEE 10th International Conference on. :104-108 Jul, 2024

Relation: 2024 IEEE 10th International Conference on Big Data Computing Service and Machine Learning Applications (BigDataService)

Cross-Modal Hyperbolic Subspace Fault Diagnosis

Authors: Su, Shuzhi, Xu, Mengjie, Chen, Jian, Zhu, Yanmin

Source: 2024 IEEE 2nd International Conference on Image Processing and Computer Applications (ICIPCA) Image Processing and Computer Applications (ICIPCA), 2024 IEEE 2nd International Conference on. :276-279 Jun, 2024

Relation: 2024 IEEE 2nd International Conference on Image Processing and Computer Applications (ICIPCA)

Advancing Person Re-Identification: Tensor-based Feature Fusion and Multilinear Subspace Learning

Authors: Gharbi, Akram Abderraouf, Chouchane, Ammar, Ouamane, Abdelmalik, Bessaoudi, Mohcene

Source: 2024 8th International Conference on Image and Signal Processing and their Applications (ISPA) Image and Signal Processing and their Applications (ISPA), 2024 8th International Conference on. :1-7 Apr, 2024

Relation: 2024 8th International Conference on Image and Signal Processing and their Applications (ISPA)