Gal Mishne

Title(s)Assistant Professor, HALICIOGLU DATA SCIENCE INST
SchoolVc-academic Affairs
Address9500 Gilman Drive #
La Jolla CA 92093
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Uniform Manifold Approximation and Projection (UMAP) Reveals Composite Patterns and Resolves Visualization Artifacts in Microbiome Data. mSystems. 2021 Oct 05; e0069121. Armstrong G, Martino C, Rahman G, Gonzalez A, Vázquez-Baeza Y, Mishne G, Knight R. PMID: 34609167.
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    2. Nonlinear manifold learning in functional magnetic resonance imaging uncovers a low-dimensional space of brain dynamics. Hum Brain Mapp. 2021 Oct 01; 42(14):4510-4524. Gao S, Mishne G, Scheinost D. PMID: 34184812.
      View in: PubMed   Mentions: 1     Fields:    
    3. Smooth graph learning for functional connectivity estimation. Neuroimage. 2021 10 01; 239:118289. Gao S, Xia X, Scheinost D, Mishne G. PMID: 34171497.
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    4. COBRAC: a fast implementation of convex biclustering with compression. Bioinformatics. 2021 Apr 27. Yi H, Huang L, Mishne G, Chi EC. PMID: 33904580.
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    5. Kernel-based parameter estimation of dynamical systems with unknown observation functions. Chaos. 2021 Apr; 31(4):043118. Lindenbaum O, Sagiv A, Mishne G, Talmon R. PMID: 34251227.
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    6. Multiway Graph Signal Processing on Tensors: Integrative analysis of irregular geometries. IEEE Signal Process Mag. 2020 Nov; 37(6):160-173. Stanley JS, Chi EC, Mishne G. PMID: 33473243.
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    7. Randomized near-neighbor graphs, giant components and applications in data science. J Appl Probab. 2020 Jun; 57(2):458-476. Linderman GC, Mishne G, Jaffe A, Kluger Y, Steinerberger S. PMID: 32913373.
      View in: PubMed   Mentions: 1  
    8. Spectral Embedding Norm: Looking Deep into the Spectrum of the Graph Laplacian. SIAM J Imaging Sci. 2020; 13(2):1015-1048. Cheng X, Mishne G. PMID: 34136062.
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    9. Data-Driven Tree Transforms and Metrics. IEEE Trans Signal Inf Process Netw. 2018 Sep; 4(3):451-466. Mishne G, Talmon R, Cohen I, Coifman RR, Kluger Y. PMID: 30116772.
      View in: PubMed   Mentions: 2