Vector approximation based indexing for non-uniform high dimensional data sets

Authors:
Hakan Ferhatosmanoglu;Ertem Tuncel;Divyakant Agrawal;Amr El Abbadi
Affiliations:
Department of Computer Science, University of California, Santa Barbara, CA;Department of Electrical and Computer Engineering, University of California, Santa Barbara, CA;Department of Computer Science, University of California, Santa Barbara, CA;Department of Computer Science, University of California, Santa Barbara, CA
Venue:
Proceedings of the ninth international conference on Information and knowledge management
Year:
2000

Citing 18
Cited 33

The design and analysis of spatial data structures

The design and analysis of spatial data structures
The hB-tree: a multiattribute indexing method with good guaranteed performance

ACM Transactions on Database Systems (TODS)
Vector quantization and signal compression

Vector quantization and signal compression
Efficient and effective querying by image content

Journal of Intelligent Information Systems - Special issue: advances in visual information management systems
Fast subsequence matching in time-series databases

SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
Texture Features for Browsing and Retrieval of Image Data

IEEE Transactions on Pattern Analysis and Machine Intelligence
S3: similarity search in CAD database systems

SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Scalable access within the context of digital libraries

IEEE ADL '97 Proceedings of the IEEE international forum on Research and technology advances in digital libraries
A cost model for nearest neighbor search in high-dimensional data space

PODS '97 Proceedings of the sixteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Multidimensional access methods

ACM Computing Surveys (CSUR)
Active disks: programming model, algorithms and evaluation

Proceedings of the eighth international conference on Architectural support for programming languages and operating systems
The Asilomar report on database research

ACM SIGMOD Record
Similarity Indexing with the SS-tree

ICDE '96 Proceedings of the Twelfth International Conference on Data Engineering
A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces

VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Similarity Search in High Dimensions via Hashing

VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Fast Nearest Neighbor Search in Medical Image Databases

VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
The X-tree: An Index Structure for High-Dimensional Data

VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
The Hybrid Tree: An Index Structure for High Dimensional Feature Spaces

ICDE '99 Proceedings of the 15th International Conference on Data Engineering

Adaptive nearest neighbor search for relevance feedback in large image databases

MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Efficient processing of conical queries

Proceedings of the tenth international conference on Information and knowledge management
Vulnerabilities in similarity search based systems

Proceedings of the eleventh international conference on Information and knowledge management
VQ-index: an index structure for similarity searching in multimedia databases

Proceedings of the tenth ACM international conference on Multimedia
An Adaptive Index Structure for High-Dimensional Similarity Search

PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Iterative spatial join

ACM Transactions on Database Systems (TODS)
Kernel VA-files for relevance feedback retrieva

MMDB '03 Proceedings of the 1st ACM international workshop on Multimedia databases
Fast index filtering in vector approximation file

Fundamenta Informaticae
The Active Vertice method: a performant filtering approach to high-dimensional indexing

Data & Knowledge Engineering
Decoupling partitioning and grouping: Overcoming shortcomings of spatial indexing with bucketing

ACM Transactions on Database Systems (TODS)
Optimal data-space partitioning of spatial data for parallel I/O

Distributed and Parallel Databases
Kernel Vector Approximation Files for Relevance Feedback Retrieval in Large Image Databases

Multimedia Tools and Applications
Filter ranking in high-dimensional space

Data & Knowledge Engineering
High dimensional nearest neighbor searching

Information Systems
Indexing for function approximation

VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Image annotation by large-scale content-based image retrieval

MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Efficient high-dimensional indexing by sorting principal component

Pattern Recognition Letters
A general framework for modeling and processing optimization queries

VLDB '07 Proceedings of the 33rd international conference on Very large data bases
A Vision for Cyberinfrastructure for Coastal Forecasting and Change Analysis

GeoSensor Networks
An index and retrieval framework integrating perceptive features and semantics for multimedia databases

Multimedia Tools and Applications
Indexing the Function: An Efficient Algorithm for Multi-dimensional Search with Expensive Distance Functions

ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Efficient Similarity Search by Reducing I/O with Compressed Sketches

SISAP '09 Proceedings of the 2009 Second International Workshop on Similarity Search and Applications
Similarity search on Bregman divergence: towards non-metric indexing

Proceedings of the VLDB Endowment
Towards optimal indexing for relevance feedback in large image databases

IEEE Transactions on Image Processing
Fast search in large-scale image database using vector quantization

CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Automated data discovery in similarity score queries

DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
Approximate continuous K-nearest neighbor queries for uncertain objects in road networks

WAIM'11 Proceedings of the 12th international conference on Web-age information management
Indexing structures for content-based retrieval of large image databases: a review

AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Indexing incomplete databases

EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
Compact representation for large-scale clustering and similarity search

PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
VA-files vs. r*-trees in distance join queries

ADBIS'05 Proceedings of the 9th East European conference on Advances in Databases and Information Systems
Semantics supervised cluster-based index for video databases

CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Fast Index Filtering in Vector Approximation File

Fundamenta Informaticae

Quantified Score

Hi-index	0.00

Vector approximation based indexing for non-uniform high dimensional data sets

Quantified Score

Visualization

Abstract