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Kevin R. Moon
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Recovering gene interactions from single-cell data using data diffusion
D Van Dijk, R Sharma, J Nainys, K Yim, P Kathail, AJ Carr, C Burdziak, ...
Cell 174 (3), 716-729. e27, 2018
1510*2018
Visualizing structure and transitions in high-dimensional biological data
KR Moon, D van Dijk, Z Wang, S Gigante, DB Burkhardt, WS Chen, K Yim, ...
Nature Biotechnology 37 (12), 1482-1492, 2019
858*2019
Exploring single-cell data with deep multitasking neural networks
M Amodio, D Van Dijk, K Srinivasan, WS Chen, H Mohsen, KR Moon, ...
Nature methods 16 (11), 1139-1145, 2019
2782019
Manifold learning-based methods for analyzing single-cell RNA-sequencing data
KR Moon, JS Stanley III, D Burkhardt, D van Dijk, G Wolf, S Krishnaswamy
Current Opinion in Systems Biology 7, 36-46, 2018
1472018
Multivariate f-divergence estimation with confidence
K Moon, A Hero
Advances in Neural Information Processing Systems, 2420-2428, 2014
782014
Ensemble estimation of multivariate f-divergence
KR Moon, AO Hero
2014 IEEE International Symposium on Information Theory, 356-360, 2014
752014
Structural and developmental principles of neuropil assembly in C. elegans
MW Moyle, KM Barnes, M Kuchroo, A Gonopolskiy, LH Duncan, ...
Nature 591 (7848), 99-104, 2021
632021
Ensemble estimation of mutual information
KR Moon, K Sricharan, AO Hero
2017 IEEE International Symposium on Information Theory (ISIT), 3030-3034, 2017
532017
Direct estimation of information divergence using nearest neighbor ratios
M Noshad, KR Moon, SY Sekeh, AO Hero
2017 IEEE International Symposium on Information Theory (ISIT), 903-907, 2017
512017
Improving Convergence of Divergence Functional Ensemble Estimators
KR Moon, K Sricharan, K Greenewald, AO Hero III
2016 IEEE International Symposium on Information Theory, 1133-1137, 2016
332016
Geometry-and accuracy-preserving random forest proximities
JS Rhodes, A Cutler, KR Moon
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
292023
Shape similarity measure using turn angle cross-correlation for oyster quality evaluation
G Xiong, DJ Lee, KR Moon, RM Lane
Journal of food engineering 100 (1), 178-186, 2010
292010
Ensemble estimation of information divergence
KR Moon, K Sricharan, K Greenewald, AO Hero III
Entropy 20 (8), 560, 2018
262018
Extendable and invertible manifold learning with geometry regularized autoencoders
AF Duque, S Morin, G Wolf, K Moon
2020 IEEE International Conference on Big Data (Big Data), 5027-5036, 2020
242020
Dissecting alterations in human CD8+ T cells with aging by high-dimensional single cell mass cytometry
MS Shin, K Yim, K Moon, HJ Park, S Mohanty, JW Kim, RR Montgomery, ...
Clinical Immunology 200, 24-30, 2019
222019
Single cell immune profiling of dengue virus patients reveals intact immune responses to Zika virus with enrichment of innate immune signatures
Y Zhao, M Amodio, B Vander Wyk, B Gerritsen, MM Kumar, D van Dijk, ...
PLOS Neglected Tropical Diseases 14 (3), e0008112, 2020
212020
Information theoretic structure learning with confidence
KR Moon, M Noshad, SY Sekeh, AO Hero
Acoustics, Speech and Signal Processing (ICASSP), 2017 IEEE International …, 2017
212017
Nonparametric ensemble estimation of distributional functionals
KR Moon, K Sricharan, K Greenewald, AO Hero
arXiv preprint arXiv:1601.06884, 2016
212016
Label-free discrimination and quantitative analysis of oxidative stress induced cytotoxicity and potential protection of antioxidants using Raman micro-spectroscopy and machine …
W Zhang, JS Rhodes, A Garg, JY Takemoto, X Qi, S Harihar, CWT Chang, ...
Analytica Chimica Acta 1128, 221-230, 2020
192020
Coarse Graining of Data via Inhomogeneous Diffusion Condensation
N Brugnone, A Gonopolskiy, MW Moyle, M Kuchroo, D van Dijk, KR Moon, ...
2019 IEEE International Conference on Big Data (Big Data), 2624-2633, 2019
192019
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