A fast branch & bound nearest neighbour classifier in metric spaces

Searching in metric spaces

ACM Computing Surveys (CSUR)

A Fast Nearest-Neighbor Algorithm Based on a Principal Axis Search Tree

IEEE Transactions on Pattern Analysis and Machine Intelligence

Probabilistic proximity search: fighting the curse of dimensionality in metric spaces

Information Processing Letters

A modification of the LAESA algorithm for approximated k-NN classification

Pattern Recognition Letters

Extending LAESA Fast Nearest Neighbour Algorithm to Find the k Nearest Neighbours

Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition

A Fast Approximately k -Nearest-Neighbour Search Algorithm for Classification Tasks

Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition

Searching in metric spaces by spatial approximation

The VLDB Journal — The International Journal on Very Large Data Bases

PCA-based branch and bound search algorithms for computing K nearest neighbors

Pattern Recognition Letters

Data mining tasks and methods: Classification: nearest-neighbor approaches

Handbook of data mining and knowledge discovery

Index-driven similarity search in metric spaces (Survey Article)

ACM Transactions on Database Systems (TODS)

A compact space decomposition for effective metric indexing

Pattern Recognition Letters

Improvements of TLAESA nearest neighbour search algorithm and extension to approximation search

ACSC '06 Proceedings of the 29th Australasian Computer Science Conference - Volume 48

Fast k-nearest-neighbor search based on projection and triangular inequality

Pattern Recognition

Some approaches to improve tree-based nearest neighbour search algorithms

Pattern Recognition

Prototype selection for dissimilarity-based classifiers

Pattern Recognition

Fuzzy-rough nearest neighbor algorithms in classification

Fuzzy Sets and Systems

Dynamic spatial approximation trees

Journal of Experimental Algorithmics (JEA)

Fast Most Similar Neighbor Classifier for Mixed Data

CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence

Fast k Most Similar Neighbor Classifier for Mixed Data Based on a Tree Structure and Approximating-Eliminating

CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications

Parallel query processing on distributed clustering indexes

Journal of Discrete Algorithms

Faster retrieval with a two-pass dynamic-time-warping lower bound

Pattern Recognition

A novel encoding algorithm for vector quantization using transformed codebook

Pattern Recognition

Speeding up spatial approximation search in metric spaces

Journal of Experimental Algorithmics (JEA)

Experimental Analysis of Insertion Costs in a Naïve Dynamic MDF-Tree

IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis

New prune rules for similarity search

ASC '07 Proceedings of The Eleventh IASTED International Conference on Artificial Intelligence and Soft Computing

Fast k most similar neighbor classifier for mixed data (tree k-MSN)

Pattern Recognition

Fast exact k nearest neighbors search using an orthogonal search tree

Pattern Recognition

Fast k most similar neighbor classifier for mixed data based on a tree structure

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications

Fast k most similar neighbor classifier for mixed data based on approximating and eliminating

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining

Fast k-nearest neighbors search using modified principal axis search tree

Digital Signal Processing

A simple fuzzy clustering approach (SFCA) for supporting for short-range positioning

Proceedings of the 8th ACM international workshop on Mobility management and wireless access

Clustered pivot tables for I/O-optimized similarity search

Proceedings of the Fourth International Conference on SImilarity Search and APplications

Impact of the initialization in tree-based fast similarity search techniques

SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition

Sparse spatial selection for novelty-based search result diversification

SPIRE'11 Proceedings of the 18th international conference on String processing and information retrieval

On the least cost for proximity searching in metric spaces

WEA'06 Proceedings of the 5th international conference on Experimental Algorithms

Testing some improvements of the fukunaga and narendra's fast nearest neighbour search algorithm in a spelling task

IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II

A log square average case algorithm to make insertions in fast similarity search

Pattern Recognition Letters

Modelling efficient novelty-based search result diversification in metric spaces

Journal of Discrete Algorithms