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Leland McInnes
Leland McInnes
Tutte Institute for Mathematics and Computing
Verified email at cyber.gc.ca
Title
Cited by
Cited by
Year
Umap: Uniform manifold approximation and projection for dimension reduction
L McInnes, J Healy, J Melville
arXiv preprint arXiv:1802.03426, 2018
113682018
Dimensionality reduction for visualizing single-cell data using UMAP
E Becht, L McInnes, J Healy, CA Dutertre, IWH Kwok, LG Ng, F Ginhoux, ...
Nature biotechnology 37 (1), 38-44, 2019
36902019
hdbscan: Hierarchical density based clustering
L McInnes, J Healy, S Astels
The Journal of Open Source Software 2 (11), 205, 2017
16992017
Accelerated hierarchical density based clustering
L McInnes, J Healy
2017 IEEE International Conference on Data Mining Workshops (ICDMW), 33-42, 2017
4632017
Parametric UMAP Embeddings for Representation and Semisupervised Learning
T Sainburg, L McInnes, TQ Gentner
Neural Computation 33 (11), 2881-2907, 2021
1782021
Manifold learning of four-dimensional scanning transmission electron microscopy
X Li, OE Dyck, MP Oxley, AR Lupini, L McInnes, J Healy, S Jesse, ...
npj Computational Materials 5 (1), 5, 2019
442019
Data-driven classification of coronal hole and streamer belt solar wind
T Bloch, C Watt, M Owens, L McInnes, AR Macneil
Solar Physics 295 (3), 41, 2020
162020
How HDBSCAN Works
L McInnes, J Healy, S Astels
Hdbscan Docs, 2016
152016
Comparing Python Clustering Algorithms
L McInnes, J Healy, S Astels
Hdbscan Docs, 2016
82016
Topological methods for unsupervised learning
L McInnes
Geometric Science of Information: 4th International Conference, GSI 2019 …, 2019
42019
hdbscan Documentation
L McInnes, J Healy, S Astels
Journal of Open Source Software 8 (1), 2018
22018
Bridging the Cyber-Analysis Gap: The Democratization of Data Science
J Healy, L McInnes, C Weir
The Cyber Defense Review 2 (1), 109-118, 2017
22017
Semi-supervised t-SNE using a Bayesian prior based on partial labelling
L McInnes, A Fabisch, C Moody, N Travers
22016
Towards the Objective Classification of Coronal Hole and Streamer Belt Solar Wind
T Bloch, C Watt, MJ Owens, L McInnes, A Macneil
AGU Fall Meeting Abstracts 2019, NG31A-0845, 2019
2019
Pro-finite p-adic Lie algebras
L McInnes, DM Riley
Journal of Algebra 319 (1), 205-234, 2008
2008
Pro-finite Lie rings and p-adic Lie algebras
LG McInnes
Faculty of Graduate Studies, University of Western Ontario, 2007
2007
Algorithms in Invariant Theory and Quasi-minimal Bracket Expressions: A Thesis Submitted in Partial Fulfilment of the Requirements for the Degree of Master of Science in …
L McInnes
University of Canterbury, 2000
2000
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