SOFTWAREs
A benchmark for queries from real-time applications and longer-term analysis of IoT data.
An application for defining and storing the geographical aspect of spaces in a given setting. (Demo Video)
Cleaning WiFi connectivity data to support a passive semantic localization.
The github repository for setting up the entire Tippers DB system including the builder and locater.
The Hybrid Tree is an index structure designed to improve performance in multi-dimensional data searches, particularly for similarity and nearest neighbor queries. It combines the properties of space-partitioning and data-partitioning index structures to achieve efficient querying in high-dimensional spaces, which traditional structures like R-trees and KD-trees may struggle with due to the "curse of dimensionality."
This is the code to run local dimensionality reduction.