Browsing Scientific Publications in Information and Communication Technology by Author "Kim, Sang-Woon"
Now showing items 1-4 of 4
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Multinomial Sequence Based Estimation Using Contiguous Subsequences of Length Three
Oommen, John; Kim, Sang-Woon (Chapter, 2016) -
On Optimizing Locally Linear Nearest Neighbour Reconstructions Using Prototype Reduction Schemes
Kim, Sang-Woon; Oommen, B. John (Lecture Notes in Computer Science;, Chapter; Peer reviewed, 2010)This paper concerns the use of Prototype Reduction Schemes (PRS) to optimize the computations involved in typical k-Nearest Neighbor (k-NN) rules. These rules have been successfully used for decades in statistical Pattern ... -
On the Foundations of Multinomial Sequence Based Estimation
Oommen, John; Kim, Sang-Woon (Chapter, 2016) -
On using prototype reduction schemes to optimize locally linear reconstruction methods
Kim, Sang-Woon; Oommen, B. John (Journal article; Peer reviewed, 2012)This paper concerns the use of prototype reduction schemes (PRS) to optimize the computations involved in typical k-nearest neighbor (k-NN) rules. These rules have been successfully used for decades in statistical pattern ...