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Palaniswami, Marimuthu
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A rapid hybrid clustering algorithm for large volumes of high dimensional data
Rathore P., Kumar D., Bezdek J., Rajasegarar S., Palaniswami M. IEEE Transactions on Knowledge and Data Engineering 31(4): 641-654, 2019. Type: Article
FensiVAT is a rapid hybrid clustering algorithm that identifies clusters in large datasets characterized by many instances (
N
) and multiple features (
p
) in each instance....
...
Mar 10 2020
A novel document retrieval method using the discrete wavelet transform
Park L., Ramamohanarao K., Palaniswami M. ACM Transactions on Information Systems 23(3): 267-298, 2005. Type: Article
In information retrieval, a term spectrum is a complex-valued entity whose magnitude and phase are respectively related to the corresponding term’s frequency and position. By using query terms’ spectral locality inf...
...
Nov 3 2005
Fourier Domain Scoring: A Novel Document Ranking Method
Park L., Ramamohanarao K., Palaniswami M. IEEE Transactions on Knowledge and Data Engineering 16(5): 529-539, 2004. Type: Article
A remarkable improvement on the use of singular value decomposition (SVD) for the latent semantic indexing of a large corpus of documents is presented in this paper. SVD is already almost too good to be true, and perhaps even an exampl...
...
Oct 5 2004
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