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This is a list of countries and territories by land and maritime borders. For each country or territory, the number and identity of other countries and territories that neighbor it are listed. Land borders and maritime boundaries are included and are tabulated separately and in combination.
This is a list of countries that have a land border with only one other country. Some on this list have a maritime border with additional countries. Some countries, which are not listed here, have no land border but do have a maritime border with a single other country, such as Sri Lanka.
Formally, the nearest-neighbor (NN) search problem is defined as follows: given a set S of points in a space M and a query point q ∈ M, find the closest point in S to q. Donald Knuth in vol. 3 of The Art of Computer Programming (1973) called it the post-office problem, referring to an application of assigning to a residence the nearest post ...
Nearest neighbor graph in geometry; Nearest neighbor function in probability theory; Nearest neighbor decoding in coding theory; The k-nearest neighbor algorithm in machine learning, an application of generalized forms of nearest neighbor search and interpolation; The nearest neighbour algorithm for approximately solving the travelling salesman ...
Distinct Land Borders: Refers to the number of separate geographic boundaries a country shares with its neighbors. A single country may have multiple distinct land borders with the same neighbour (e.g., due to enclaves, exclaves, or disconnected regions). Distinct Land Neighbours: Refers to the number of unique countries a nation borders via land.
City Country Neighboring country Neighboring city or subdivision Notes Andorra la Vella Andorra Spain Les Valls de Valira: Microstate.The microstate as a whole borders several municipalities in the Spanish region of Catalonia and communes in the department of Ariège in France.
Exclusive economic zone maritime boundaries in the Caribbean Sea and equatorial Atlantic Ocean EEZ maritime boundaries in the Pacific Ocean. The United States has land borders with Canada to the North, and Mexico to the South and a maritime boundary with Russia to the West, as well as maritime boundaries with several countries of the extensive exclusive economic zone (EEZ).
The Hierarchical navigable small world (HNSW) algorithm is a graph-based approximate nearest neighbor search technique used in many vector databases. [1] [2] Nearest neighbor search without an index involves computing the distance from the query to each point in the database, which for large datasets is computationally prohibitive.
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