Density-based indexing for approximate nearest-neighbor queries

The IGrid index: reversing the dimensionality curse for similarity indexing in high dimensional space

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining

Locally adaptive dimensionality reduction for indexing large time series databases

SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data

Robust space transformations for distance-based operations

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

Efficient discovery of error-tolerant frequent itemsets in high dimensions

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

Estimating business targets

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

Locally adaptive dimensionality reduction for indexing large time series databases

ACM Transactions on Database Systems (TODS)

Clustering for Approximate Similarity Search in High-Dimensional Spaces

IEEE Transactions on Knowledge and Data Engineering

On the Surprising Behavior of Distance Metrics in High Dimensional Spaces

ICDT '01 Proceedings of the 8th International Conference on Database Theory

Contrast Plots and P-Sphere Trees: Space vs. Time in Nearest Neighbour Searches

VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases

ClusterTree: Integration of Cluster Representation and Nearest-Neighbor Search for Large Data Sets with High Dimensions

IEEE Transactions on Knowledge and Data Engineering

Robust content-based image searches for copyright protection

MMDB '03 Proceedings of the 1st ACM international workshop on Multimedia databases

Approximate searches: k-neighbors + precision

CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management

Robust Object Recognition in Images and the Related Database Problems

Multimedia Tools and Applications

Mining images on semantics via statistical learning

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

On the use of Human-Computer Interaction for Projected Nearest Neighbor Search

Data Mining and Knowledge Discovery

Finding near neighbors through cluster pruning

Proceedings of the twenty-sixth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems

The Concentration of Fractional Distances

IEEE Transactions on Knowledge and Data Engineering

Approximate similarity search: A multi-faceted problem

Journal of Discrete Algorithms

Quality and efficiency in high dimensional nearest neighbor search

Proceedings of the 2009 ACM SIGMOD International Conference on Management of data

Efficient and accurate nearest neighbor and closest pair search in high-dimensional space

ACM Transactions on Database Systems (TODS)

Approximate and probabilistic methods

SIGSPATIAL Special

Can shared-neighbor distances defeat the curse of dimensionality?

SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management

Subspace similarity search: efficient k-NN queries in arbitrary subspaces

SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management

Quality of similarity rankings in time series

SSTD'11 Proceedings of the 12th international conference on Advances in spatial and temporal databases

A divisive ordering algorithm for mapping categorical data to numeric data

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II

Hubness-Aware shared neighbor distances for high-dimensional k-nearest neighbor classification

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II

Subspace clustering

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

A survey on unsupervised outlier detection in high-dimensional numerical data

Statistical Analysis and Data Mining

GMM-ClusterForest: a novel indexing approach for multi-features based similarity search in high-dimensional spaces

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II

A survey on enhanced subspace clustering

Data Mining and Knowledge Discovery

Local and global scaling reduce hubs in space

The Journal of Machine Learning Research