An algorithm of analysis tools on points distribution in high dimension space: The distance of a point and an infinite sub-space
Data(s) |
2005
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Resumo |
This paper discusses the algorithm on the distance from a point and an infinite sub-space in high dimensional space With the development of Information Geometry([1]), the analysis tools of points distribution in high dimension space, as a measure of calculability, draw more attention of experts of pattern recognition. By the assistance of these tools, Geometrical properties of sets of samples in high-dimensional structures are studied, under guidance of the established properties and theorems in high-dimensional geometry. This paper discusses the algorithm on the distance from a point and an infinite sub-space in high dimensional space With the development of Information Geometry([1]), the analysis tools of points distribution in high dimension space, as a measure of calculability, draw more attention of experts of pattern recognition. By the assistance of these tools, Geometrical properties of sets of samples in high-dimensional structures are studied, under guidance of the established properties and theorems in high-dimensional geometry. zhangdi于2010-03-29批量导入 Made available in DSpace on 2010-03-29T06:06:21Z (GMT). No. of bitstreams: 1 2360.pdf: 1796949 bytes, checksum: 379c3ebf66d9a1448f239a7b7e43ec4b (MD5) Previous issue date: 2005 China Neural Networks Council.; IEEE Computat Intelligence Soc, Beijing Chapter.; Chinese Inst Elect.; Chinese Assoc Artificial Intelligence. Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China China Neural Networks Council.; IEEE Computat Intelligence Soc, Beijing Chapter.; Chinese Inst Elect.; Chinese Assoc Artificial Intelligence. |
Identificador | |
Idioma(s) |
英语 |
Publicador |
IEEE 345 E 47TH ST, NEW YORK, NY 10017 USA |
Fonte |
Wang, SJ; Zhao, GL .An algorithm of analysis tools on points distribution in high dimension space: The distance of a point and an infinite sub-space .见:IEEE .Proceedings of the 2005 International Conference on Neural Networks and Brain,345 E 47TH ST, NEW YORK, NY 10017 USA ,2005,Vols 1-3: 1503-1506 |
Palavras-Chave | #人工智能 #information geometry analysis #analysis tools of points distribution #High Dimensional Space #BIOMIMETIC PATTERN-RECOGNITION |
Tipo |
会议论文 |