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Dosage effect of copy number variation in epilepsy and ten regions of the human brain. [PDF]
De T, Coin L, Johnson MR.
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Clinical risk prediction in lung adenocarcinoma using MAL gene and tumor microenvironment features. [PDF]
Guo L, Li J.
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Uncovering the role of RNA binding proteins in colorectal cancer through single-cell transcriptomic analysis. [PDF]
Lin M +8 more
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A Generalized Deep Learning Algorithm Based on NMF for Multi-View Clustering
IEEE Transactions on Big Data, 2023Multi-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
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Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF
Neural Information Processing Systems, 2022This 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
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Adaptive Relationship Preserving Sparse NMF for Hyperspectral Unmixing
IEEE Transactions on Geoscience and Remote Sensing, 2022Hyperspectral 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
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