CaPE: Category Preserving Embeddings for Similarity-Search in Financial Graphs.
Gaurav OberoiPranav PoduvalKaramjit SinghSangam VermaPranay GuptaPublished in: ICAIF (2022)
Keyphrases
- similarity search
- vector space
- graph databases
- high dimensional data
- high dimensional
- graph matching
- metric space
- multimedia databases
- binary codes
- distance function
- similarity measure
- query processing
- similarity searching
- efficient similarity search
- similarity queries
- low dimensional
- indexing techniques
- weighted graph
- knn
- dynamic time warping
- locality sensitive hashing
- cross view
- r tree
- nearest neighbor
- hash functions
- nearest neighbor search
- similarity retrieval
- data points
- neural network
- multimodal data
- image processing
- data representations
- databases
- machine learning
- triangle inequality
- graph embedding
- feature selection
- multimedia
- indexing structure
- training set
- multi dimensional