Surpassing Cosine Similarity for Multidimensional Comparisons: Dimension Insensitive Euclidean Metric (DIEM).
Federico TessariNeville HoganPublished in: CoRR (2024)
Keyphrases
- cosine similarity
- euclidean metric
- similarity metric
- similarity measure
- similarity function
- distance metric
- distance measure
- euclidean distance
- distance function
- vector space
- document clustering
- tf idf
- distance maps
- semantic similarity
- vector space model
- k means
- multi dimensional
- feature extraction
- approximate nearest neighbor
- pattern recognition
- dimensional data
- retrieval model
- information retrieval systems