1. A method of managing a database which stores high-dimensional data items, comprising: applying a transform function to a high-dimensional data item to map the high-dimensional data item to single-dimensional space, thereby obtaining a single-dimensional value which represents the high-dimensional data item; and indexing the single-dimensional value obtained by said applying step using a single-dimensional index structure.