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Volume 3, Issue 7 (July 2017)

Gpu Parallel Implementation Of Modified K- Nearest Neighbor Classifier

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7.883
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Volume 12 Issue 07

July 2026

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Author(s)

Prof. Sangita . Lade Prof. Priyadarshan Dhabe

Abstract

In This Paper, GPU Parallel Implementation Of Modified K- Nearest Neighbor Classifier (MKNN) Is Proposed. MKNN Was Serially Implemented In [1]. As The Dataset Grows, The Time Required For Classification Increases Proportionally When Implemented Serially.


Keywords

Modified K- Nearest Neighbor Classifier (MKNN) Graphics Processing Unit (GPU) Compute Unified Device Architecture(CUDA) Group Prototypes.

Paper ID

IJSARTV3I716028

Publication Date

July 17, 2017

Research Area

Computer Engineering

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