On Optimizing the Non-metric Similarity Search in Tandem Mass Spectra by Clustering.
Jiri NovákDavid HokszaJakub LokocTomás SkopalPublished in: ISBRA (2012)
Keyphrases
- similarity search
- tandem mass spectra
- mass spectra
- streaming time series
- high dimensional data
- metric space
- distance function
- high dimensional
- similarity measure
- knn
- distance computation
- query processing
- distance calculation
- similarity queries
- triangle inequality
- similarity searching
- clustering method
- data points
- indexing techniques
- nearest neighbor
- efficient similarity search
- locality sensitive hashing
- cross view
- similarity function
- nearest neighbor search
- hash functions
- dissimilarity measure
- data structure
- neural network
- data sets
- distance metric
- dimensionality reduction
- data analysis
- data mining