Laplacian eigenmaps for dimensionality reduction and data representation
- Author
- BELKIN, Mikhail1 ; NIYOGI, Partha2
[1] Department of Mathematics, University of Chicago, Chicago, IL 60637, Israel
[2] Department of Computer Science and Statistics, University of Chicago, Chicago, IL 60637, United States - Source
Neural computation. 2003, Vol 15, Num 6, pp 1373-1396, 24 p ; ref : 19 ref
- ISSN
- 0899-7667
- Scientific domain
- Computer science; Neurology; Psychology, psychopathology, psychiatry
- Publisher
- MIT Press, Cambridge, MA
- Publication country
- United States
- Document type
- Article
- Language
- English
- Keyword (fr)
- Champ visuel Classification automatique (statistiques) Classification spectrale Equation chaleur Intelligence artificielle Modèle linguistique Plongement Reconnaissance forme Réseau neuronal Théorie graphe Variété mathématique Apprentissage machine Opérateur Laplace Beltrami Réduction dimensionnalité
- Keyword (en)
- Visual field Cluster analysis (statistics) Spectral classification Heat equation Artificial intelligence Linguistic model Embedding Pattern recognition Neural network Graph theory Manifold Machine learning Laplace Beltrami operator Dimensionalty reduction
- Keyword (es)
- Campo visual Clasificación espectral Ecuación calor Inteligencia artificial Modelo linguístico Inmersión Reconocimiento patrón Red neuronal Teoría grafo Variedad matemática
- Classification
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02G Topology. Manifolds and cell complexes. Global analysis and analysis on manifolds / 001A02G04 Global analysis, analysis on manifolds
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C02 Learning and adaptive systems
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C03 Pattern recognition. Digital image processing. Computational geometry
- Pascal
- 002 Biological and medical sciences / 002A Fundamental and applied biological sciences. Psychology / 002A01 General aspects / 002A01B Mathematics in biology. Statistical analysis. Models. Metrology. Data processing in biology (general aspects)
- Discipline
- Biological sciences. Generalities. Modelling. Methods Computer science : theoretical automation and systems Generalities in biological sciences Mathematics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 14783586
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1162/089976603321780317 
https://dx.doi.org/10.1162/089976603321780317
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