Results 201 to 210 of about 54,863 (259)

A Generalized Deep Learning Algorithm Based on NMF for Multi-View Clustering

IEEE Transactions on Big Data, 2023
Multi-view clustering research is a hot topic in the field of data mining, where complementary information between views can better describe data objects and improve the clustering performance.
Dexian Wang   +5 more
semanticscholar   +1 more source

Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF

Neural Information Processing Systems, 2022
This paper tackles post-hoc interpretability for audio processing networks. Our goal is to interpret decisions of a network in terms of high-level audio objects that are also listenable for the end-user. To this end, we propose a novel interpreter design
Jayneel Parekh   +4 more
semanticscholar   +1 more source

Adaptive Relationship Preserving Sparse NMF for Hyperspectral Unmixing

IEEE Transactions on Geoscience and Remote Sensing, 2022
Hyperspectral unmixing is an essential research topic for spectral data analysis due to the existence of mixed pixels. Recently, many methods based on sparse nonnegative matrix factorization (NMF) have been widely used for unmixing by incorporating ...
Xuelong Li   +3 more
semanticscholar   +1 more source

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