184 related articles for article (PubMed ID: 32614172)
1. Self-Organizing Map and Relational Perspective Mapping for the Accurate Visualization of High-Dimensional Hyperspectral Data.
Gardner W; Maliki R; Cutts SM; Muir BW; Ballabio D; Winkler DA; Pigram PJ
Anal Chem; 2020 Aug; 92(15):10450-10459. PubMed ID: 32614172
[TBL] [Abstract][Full Text] [Related]
2. Analyzing 3D hyperspectral TOF-SIMS depth profile data using self-organizing map-relational perspective mapping.
Gardner W; Winkler DA; Ballabio D; Muir BW; Pigram PJ
Biointerphases; 2020 Nov; 15(6):061004. PubMed ID: 33198474
[TBL] [Abstract][Full Text] [Related]
3. Understanding mass spectrometry images: complexity to clarity with machine learning.
Gardner W; Cutts SM; Phillips DR; Pigram PJ
Biopolymers; 2021 Apr; 112(4):e23400. PubMed ID: 32937683
[TBL] [Abstract][Full Text] [Related]
4. Visualizing ToF-SIMS Hyperspectral Imaging Data Using Color-Tagged Toroidal Self-Organizing Maps.
Gardner W; Cutts SM; Muir BW; Jones RT; Pigram PJ
Anal Chem; 2019 Nov; 91(21):13855-13865. PubMed ID: 31549810
[TBL] [Abstract][Full Text] [Related]
5. Multi-Dimensional Machine Learning Analysis of Polyaniline Films Using Stitched Hyperspectral ToF-SIMS Data.
Bamford SE; Yalcin D; Gardner W; Winkler DA; Kohl TM; Muir BW; Howard S; Bruton EA; Pigram PJ
Anal Chem; 2023 May; 95(20):7968-7976. PubMed ID: 37172328
[TBL] [Abstract][Full Text] [Related]
6. Evaluation of Distance Metrics and Spatial Autocorrelation in Uniform Manifold Approximation and Projection Applied to Mass Spectrometry Imaging Data.
Smets T; Verbeeck N; Claesen M; Asperger A; Griffioen G; Tousseyn T; Waelput W; Waelkens E; De Moor B
Anal Chem; 2019 May; 91(9):5706-5714. PubMed ID: 30986042
[TBL] [Abstract][Full Text] [Related]
7. Application of Uniform Manifold Approximation and Projection (UMAP) in spectral imaging of artworks.
Vermeulen M; Smith K; Eremin K; Rayner G; Walton M
Spectrochim Acta A Mol Biomol Spectrosc; 2021 May; 252():119547. PubMed ID: 33588368
[TBL] [Abstract][Full Text] [Related]
8. Self-Organizing Nebulous Growths for Robust and Incremental Data Visualization.
Senanayake DA; Wang W; Naik SH; Halgamuge S
IEEE Trans Neural Netw Learn Syst; 2021 Oct; 32(10):4588-4602. PubMed ID: 32997635
[TBL] [Abstract][Full Text] [Related]
9. ToF-SIMS and Machine Learning for Single-Pixel Molecular Discrimination of an Acrylate Polymer Microarray.
Gardner W; Hook AL; Alexander MR; Ballabio D; Cutts SM; Muir BW; Pigram PJ
Anal Chem; 2020 May; 92(9):6587-6597. PubMed ID: 32233419
[TBL] [Abstract][Full Text] [Related]
10. Essential spectral pixels-based improvement of UMAP classifying hyperspectral imaging data to identify minor compounds in food matrix.
Qing X; Lu G; Zhang X; Chen Q; Zhou X; He W; Xu L; Zhang J
Talanta; 2024 Jun; 273():125845. PubMed ID: 38442566
[TBL] [Abstract][Full Text] [Related]
11. New adaptive color quantization method based on self-organizing maps.
Chang CH; Xu P; Xiao R; Srikanthan T
IEEE Trans Neural Netw; 2005 Jan; 16(1):237-49. PubMed ID: 15732403
[TBL] [Abstract][Full Text] [Related]
12. Unsupervised Clustering of Hyperspectral Paper Data Using t-SNE.
Melit Devassy B; George S; Nussbaum P
J Imaging; 2020 May; 6(5):. PubMed ID: 34460731
[TBL] [Abstract][Full Text] [Related]
13. Dimensionality reduction and visualisation of hyperspectral ink data using t-SNE.
Melit Devassy B; George S
Forensic Sci Int; 2020 Jun; 311():110194. PubMed ID: 32251968
[TBL] [Abstract][Full Text] [Related]
14. Fuzzy Information Discrimination Measures and Their Application to Low Dimensional Embedding Construction in the UMAP Algorithm.
Demidova LA; Gorchakov AV
J Imaging; 2022 Apr; 8(4):. PubMed ID: 35448241
[TBL] [Abstract][Full Text] [Related]
15. Generalizing self-organizing map for categorical data.
Hsu CC
IEEE Trans Neural Netw; 2006 Mar; 17(2):294-304. PubMed ID: 16566459
[TBL] [Abstract][Full Text] [Related]
16. Two-Dimensional and Three-Dimensional Time-of-Flight Secondary Ion Mass Spectrometry Image Feature Extraction Using a Spatially Aware Convolutional Autoencoder.
Gardner W; Winkler DA; Cutts SM; Torney SA; Pietersz GA; Muir BW; Pigram PJ
Anal Chem; 2022 Jun; 94(22):7804-7813. PubMed ID: 35616489
[TBL] [Abstract][Full Text] [Related]
17. Distinguishing Chemically Similar Polyamide Materials with ToF-SIMS Using Self-Organizing Maps and a Universal Data Matrix.
Madiona RMT; Bamford SE; Winkler DA; Muir BW; Pigram PJ
Anal Chem; 2018 Nov; 90(21):12475-12484. PubMed ID: 30260219
[TBL] [Abstract][Full Text] [Related]
18. PRSOM: a new visualization method by hybridizing multidimensional scaling and self-organizing map.
Wu S; Chow TW
IEEE Trans Neural Netw; 2005 Nov; 16(6):1362-80. PubMed ID: 16342481
[TBL] [Abstract][Full Text] [Related]
19. Self-organizing maps with asymmetric neighborhood function.
Aoki T; Aoyagi T
Neural Comput; 2007 Sep; 19(9):2515-35. PubMed ID: 17650068
[TBL] [Abstract][Full Text] [Related]
20. Neural maps in remote sensing image analysis.
Villmann T; Merényi E; Hammer B
Neural Netw; 2003; 16(3-4):389-403. PubMed ID: 12672434
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
