Accelerated Convolutive Transfer Function-Based Multichannel NMF Using Iterative Source Steering

Authors: Xie, Xuemai, Wang, Xianrui, Zhang, Liyuan, Yang, Yichen, Makino, Shoji

Source: 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2025 Asia Pacific. :149-153 Oct, 2025

Relation: 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)

Orthogonal Symmetric Nonnegative Matrix Factorization With Low-Rank Tensor Representation for Multilayer Network Community Detection

Authors: Che, H., Zhou, Q., Yang, Y., Han, Y., Li, H., He, X.

Source: IEEE Transactions on Computational Social Systems IEEE Trans. Comput. Soc. Syst. Computational Social Systems, IEEE Transactions on. 12(6):5416-5432 Dec, 2025

Integrated Deep Recognition for Overlapping Spectrum Signals in IoT Edge Monitoring Systems

Authors: Wang, B., Li, X., Kong, L., Zhang, J., Yang, G.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 12(22):48543-48555 Nov, 2025

Real-Time, Adaptive Radiological Anomaly Detection and Isotope Identification Using Non-Negative Matrix Factorization

Authors: Jones, A.C., Bandstra, M.S., Faaland, S., Lai, Y., Abgrall, N., Suchyta, S., Cooper, R.J.

Source: IEEE Transactions on Nuclear Science IEEE Trans. Nucl. Sci. Nuclear Science, IEEE Transactions on. 72(11):3473-3483 Nov, 2025

Semi-Supervised Adaptive Symmetric Nonnegative Matrix Factorization for Multi-View Clustering

Authors: Mohammadi, M., Berahmand, K., Azizi, S., Sheikhpour, R., Khosravi, H.

Source: IEEE Transactions on Network Science and Engineering IEEE Trans. Netw. Sci. Eng. Network Science and Engineering, IEEE Transactions on. 12(6):4967-4981 Jan, 2025

Low-Rank and Relaxed-Nonnegative Attack on Nonnegative Matrix Factorization

Authors: Qiu, Y., Li, C., Zhou, G., Zhao, Q., Xie, S.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 12(20):43378-43389 Oct, 2025

Robust Semi-Supervised Deep Nonnegative Matrix Factorization With Constraint Propagation for Data Representation

Authors: Peng, S., Yin, J., Yang, Z., Nie, F., Chen, B.

Source: IEEE Transactions on Big Data IEEE Trans. Big Data Big Data, IEEE Transactions on. 11(5):2557-2571 Oct, 2025

Industrial Image Fault Detection Method Based on Nonnegative Matrix Factorization

Authors: Ma, Chuan, Zhang, Yingwei

Source: 2025 6th International Conference on Internet of Things, Artificial Intelligence and Mechanical Automation (IoTAIMA) Internet of Things, Artificial Intelligence and Mechanical Automation (IoTAIMA), 2025 6th International Conference on. :79-82 Aug, 2025

Relation: 2025 6th International Conference on Internet of Things, Artificial Intelligence and Mechanical Automation (IoTAIMA)

Hyperspectral Change Detection By An Unmixing-Nmf-Based Approach Dealing With Spectral Variability

Authors: Karoui, Moussa Sofiane, Zohra Benhalouche, Fatima

Source: IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2025 - 2025 IEEE International. :8111-8115 Aug, 2025

Relation: IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium

A Novel Hyperspectral Unmixing Approach Jointly Addressing Nonlinearity and Spectral Variability in Urban Environments

Authors: Benhalouche, Fatima Zohra, Karoui, Moussa Sofiane, Deville, Yannick

Source: IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2025 - 2025 IEEE International. :8738-8742 Aug, 2025

Relation: IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium

Detecting and Mapping Potential Pegmatite-Lithium-Rich Areas by an Unmixing-Based Approach Using Hyperspectral Prisma Data

Authors: Benhalouche, Fatima Zohra, Benabbou, Oussama, Karoui, Moussa Sofiane, Bennia, Ahmed, Kebir, Lahsen Wahib

Source: IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2025 - 2025 IEEE International. :2268-2272 Aug, 2025

Relation: IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium

Quantile Multiplicative Updates for Corruption-Robust Nonnegative Matrix Factorization

Authors: Collins, Zane, Haddock, Jamie, Headley, Tyler, Wang, Luke

Source: 2025 International Conference on Sampling Theory and Applications (SampTA) Sampling Theory and Applications (SampTA), 2025 International Conference on. :1-5 Jul, 2025

Relation: 2025 International Conference on Sampling Theory and Applications (SampTA)

Physics-Enhanced NMF Toward Anomaly Detection in Rotating Mechanical Systems

Authors: Yan, B., Ma, X., Sun, Q., Shen, L.

Source: IEEE Transactions on Reliability IEEE Trans. Rel. Reliability, IEEE Transactions on. 74(3):3911-3925 Sep, 2025

An Approximate Deep Equilibrium Scheme for Trainable Nonnegative Matrix Factorization

Authors: Ntoulas-Panagiotopoulos, Foivos, Rontogiannis, Athanasios A.

Source: 2025 25th International Conference on Digital Signal Processing (DSP) Digital Signal Processing (DSP), 2025 25th International Conference on. :1-4 Jun, 2025

Relation: 2025 25th International Conference on Digital Signal Processing (DSP)

General Graph Regularized Semi-Nonnegative Matrix Factorization and its application for industrial process monitoring

Authors: Chen, Yu-Jiao, Ma, Chuan, Gao, Hongrui

Source: 2025 Joint International Conference on Automation-Intelligence-Safety (ICAIS) & International Symposium on Autonomous Systems (ISAS) Automation-Intelligence-Safety (ICAIS) & International Symposium on Autonomous Systems (ISAS), 2025 Joint International Conference on. :1-5 May, 2025

Relation: 2025 Joint International Conference on Automation-Intelligence-Safety (ICAIS) & International Symposium on Autonomous Systems (ISAS)

Hyperspectral Unmixing Based on Dual-Graph Manifold Regularization: Joint Preservation of Spatial-Spectral Geometric Structure

Authors: Luo, Xiaojuan, Qu, Kewen

Source: 2025 6th International Conference on Geology, Mapping and Remote Sensing (ICGMRS) Geology, Mapping and Remote Sensing (ICGMRS), 2025 6th International Conference on. :135-138 Apr, 2025

Relation: 2025 6th International Conference on Geology, Mapping and Remote Sensing (ICGMRS)

Multi-Graph Contrastive Learning for Community Detection in Multi-Layer Networks

Authors: Cao, S., Lv, X., Ma, Y., Ma, X.

Source: IEEE Transactions on Emerging Topics in Computational Intelligence IEEE Trans. Emerg. Top. Comput. Intell. Emerging Topics in Computational Intelligence, IEEE Transactions on. 9(3):2383-2397 Jun, 2025

Unsupervised Dolphin Whistle Signal Dereverberation Based on β-Divergence Convolutive Nonnegative Matrix Factorization With Mixed Constraints

Authors: Li, L., Liu, S., Cui, X., Wang, Q., Qiao, G.

Source: IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 25(10):17514-17529 May, 2025

Robust Nonnegative Matrix Factorization With Self-Initiated Multigraph Contrastive Fusion

Authors: Li, S., Wu, S., Tang, C., Zhang, J., Wei, Z.

Source: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 36(5):8787-8801 May, 2025

Synergistic Functional Spectrum Analysis: A Framework for Exploring the Multifunctional Interplay Among Multimodal Nonverbal Behaviours in Conversations

Authors: Imamura, M., Tashiro, A., Kumano, S., Otsuka, K.

Source: IEEE Transactions on Affective Computing IEEE Trans. Affective Comput. Affective Computing, IEEE Transactions on. 16(2):1056-1073 Jun, 2025