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November 1973 (vol. 22 no. 11)
pp. 1025-1034
| ASCII Text | x | ||
| R.A. Jarvis, E.A. Patrick, "Clustering Using a Similarity Measure Based on Shared Near Neighbors," IEEE Transactions on Computers, vol. 22, no. 11, pp. 1025-1034, November, 1973. | |||
| BibTex | x | ||
| @article{ 10.1109/T-C.1973.223640, author = {R.A. Jarvis and E.A. Patrick}, title = {Clustering Using a Similarity Measure Based on Shared Near Neighbors}, journal ={IEEE Transactions on Computers}, volume = {22}, number = {11}, issn = {0018-9340}, year = {1973}, pages = {1025-1034}, doi = {http://doi.ieeecomputersociety.org/10.1109/T-C.1973.223640}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - JOUR JO - IEEE Transactions on Computers TI - Clustering Using a Similarity Measure Based on Shared Near Neighbors IS - 11 SN - 0018-9340 SP1025 EP1034 EPD - 1025-1034 A1 - R.A. Jarvis, A1 - E.A. Patrick, PY - 1973 KW - Clustering KW - nonparametric KW - pattern recognition KW - shared near neighbors KW - similarity measure. VL - 22 JA - IEEE Transactions on Computers ER - | |||
A nonparametric clustering technique incorporating the concept of similarity based on the sharing of near neighbors is presented. In addition to being an essentially paraliel approach, the computational elegance of the method is such that the scheme is applicable to a wide class of practical problems involving large sample size and high dimensionality. No attempt is made to show how a priori problem knowledge can be introduced into the procedure.
Index Terms:
Clustering, nonparametric, pattern recognition, shared near neighbors, similarity measure.
Citation:
R.A. Jarvis, E.A. Patrick, "Clustering Using a Similarity Measure Based on Shared Near Neighbors," IEEE Transactions on Computers, vol. 22, no. 11, pp. 1025-1034, Nov. 1973, doi:10.1109/T-C.1973.223640
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