KNN e-book

Resources on K Nearest Neighbor

Aside from my tutorial on K nearest Neighbor , there are many good Internet resources discuss about K-Nearest Neighbor (KNN) algorithm. Below I selected a few good list that you may consider to probe further. I welcome any feedback and input about other good resources that you want to include in this list; please tell me about it.

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Other Tutorials

Downloadable Technical Papers


  • Chinese text categorization using K nearest neighbor (PDF) by Li Baoli, Yu Shiwen, and Lu Qin
  • Profiles and fuzzy k-nearest neighbor algorithm for protein secondary structure prediction by Rajkumar Bondugula, Ognen Duzlevski, and Dong Xu (PDF): application of fuzzy k-nearest neighbor to prediction of protein structure
  • Exemplar-based learning in adaptive optical music recognition system by Ichiro Fujinaga (PDF): Using K nearest Neighbor and Genetic Algorithm to recognize music
  • Application of Genetic Algorithm/K-Nearest Neighbor Method to the Classification of Renal Cell Carcinoma by Dongqing Liu et al : Using K nearest neighbor and GA to classify tumor cell s
  • Voronoi-Based K Nearest Neighbor Search for Spatial Network Databases by Mohammad Kolahdouzan and Cyrus Shahabi (PDF): K nearest neighbor for spatial analysis

Books and References of this tutorial

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