Monte Carlo methods. Vol. 1: basics
Monte Carlo methods. Vol. 1: basics
Periodicity, Directionality, and Randomness: Wold Features for Image Modeling and Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture Features for Browsing and Retrieval of Image Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
Supporting similarity queries in MARS
MULTIMEDIA '97 Proceedings of the fifth ACM international conference on Multimedia
Image-guided decision support system for pathology
Machine Vision and Applications
Toward Improved Ranking Metrics
IEEE Transactions on Pattern Analysis and Machine Intelligence
Modern Information Retrieval
Similarity Searching in Medical Image Databases
IEEE Transactions on Knowledge and Data Engineering
Efficient Color Histogram Indexing for Quadratic Form Distance Functions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Efficient Query Refinement for Image Retrieval
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
DTN routing in a mobility pattern space
Proceedings of the 2005 ACM SIGCOMM workshop on Delay-tolerant networking
Access Structures for Angular Similarity Queries
IEEE Transactions on Knowledge and Data Engineering
An Integrated Color and Intensity Co-occurrence Matrix
Pattern Recognition Letters
Proceedings of the 2008 ACM symposium on Applied computing
Integrated Computer-Aided Engineering
A new iris segmentation method for non-ideal iris images
Image and Vision Computing
Web search results clusterization with background knowledge
HSI'09 Proceedings of the 2nd conference on Human System Interactions
Affinity analysis of coded data sets
Proceedings of the 2009 EDBT/ICDT Workshops
Pairwise-adaptive dissimilarity measure for document clustering
Information Sciences: an International Journal
Naming functions for the vector space model
ECIR'07 Proceedings of the 29th European conference on IR research
Integration of descriptors for software component retrieval
KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management
RSTC-invariant object representation with 2D modified Mellin-Fourier transform
WSEAS Transactions on Signal Processing
Effective hybrid recommendation combining users-searches correlations using tensors
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
Stock price movement prediction using representative prototypes of financial reports
ACM Transactions on Management Information Systems (TMIS)
A SNOMED supported ontological vector model for subclinical disorder detection using EHR similarity
Engineering Applications of Artificial Intelligence
Distance metrics for high dimensional nearest neighborhood recovery: Compression and normalization
Information Sciences: an International Journal
An implicit approach for building communities of web service registries
Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services
Using sub-sequence information with kNN for classification of sequential data
ICDCIT'05 Proceedings of the Second international conference on Distributed Computing and Internet Technology
Effective heterogeneous similarity measure with nearest neighbors for cross-media retrieval
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Energy Conservation for Image Retrieval on Mobile Systems
ACM Transactions on Embedded Computing Systems (TECS)
Similarity measures for automatic defect detection on patterned textures
International Journal of Information and Communication Technology
Communities of Web service registries: Construction and management
Journal of Systems and Software
Figure Based Biomedical Document Retrieval System using Structural Image Features
International Journal of Knowledge Discovery in Bioinformatics
A Visual Interactive System for Spatial Querying and Ranking of Geographic Regions
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
A regional food's features extraction algorithm and its application
Proceedings of the 5th international workshop on Multimedia for cooking & eating activities
A new matching strategy for content based image retrieval system
Applied Soft Computing
Creating patents on the new technology using analogy-based patent mining
Expert Systems with Applications: An International Journal
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Understanding the relationship among different distance measures is helpful in choosing a proper one for a particular application. In this paper, we compare two commonly used distance measures in vector models, namely, Euclidean distance (EUD) and cosine angle distance (CAD), for nearest neighbor (NN) queries in high dimensional data spaces. Using theoretical analysis and experimental results, we show that the retrieval results based on EUD are similar to those based on CAD when dimension is high. We have applied CAD for content based image retrieval (CBIR). Retrieval results show that CAD works no worse than EUD, which is a commonly used distance measure for CBIR, while providing other advantages, such as naturally normalized distance.