Improving the speed and stability of the k-nearest neighbors method

Algorithms (2nd ed.)

Algorithms (2nd ed.)

Numerical recipes in C (2nd ed.): the art of scientific computing

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A Fast Algorithm for the Nearest-Neighbor Classifier

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Approximate nearest neighbor queries in fixed dimensions

SODA '93 Proceedings of the fourth annual ACM-SIAM Symposium on Discrete algorithms

Similarity Measures

IEEE Transactions on Pattern Analysis and Machine Intelligence

Classification with Nonmetric Distances: Image Retrieval and Class Representation

IEEE Transactions on Pattern Analysis and Machine Intelligence

Fast Nearest-Neighbor Search in Dissimilarity Spaces

IEEE Transactions on Pattern Analysis and Machine Intelligence

DynDex: a dynamic and non-metric space indexer

Proceedings of the tenth ACM international conference on Multimedia

Clustering reduced interval data using Hausdorff distance

Computational Statistics

Top 10 algorithms in data mining

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Efficient Similarity Search in Nonmetric Spaces with Local Constant Embedding

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A collaborative filtering framework based on both local user similarity and global user similarity

Machine Learning

Fast parallel GPU-sorting using a hybrid algorithm

Journal of Parallel and Distributed Computing

GPU-Quicksort: A practical Quicksort algorithm for graphics processors

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Designing efficient sorting algorithms for manycore GPUs

IPDPS '09 Proceedings of the 2009 IEEE International Symposium on Parallel&Distributed Processing

Space-time tradeoffs for approximate nearest neighbor searching

Journal of the ACM (JACM)

Solving k-Nearest Neighbor Problem on Multiple Graphics Processors

CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing

Analysis on repeat-buying patterns

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kNN query processing in metric spaces using GPUs

Euro-Par'11 Proceedings of the 17th international conference on Parallel processing - Volume Part I

Nearest neighbor pattern classification

IEEE Transactions on Information Theory