kasselouris / Complex-Data-Management

Spatial Data and Networks, Efficient Text Retrieval Methods, Ultra Fast Database Operators, Top-K Queries

Complex-Data-Management

The projects I did for my undergraduate course of Complex Data Management.

Summary of the projects:

1) database_operators

• O(n) time for database merge operations such as join, intersection etc between two sorted arrays.

2) R_tree

• Implementation of the R-tree data stracture for spatial data (or multi-dimensional data), as well as range and K Nearest Neighbors queries based on R-tree.

3) spatial_networks

• Implementation of spatial network algorithms such as Dijkstra and A*, and top-K queries.

4) dataset_retrieval

• Efficient containment and relevance retrieval queries methods between transactions and items.