Machine Learning

ADAPT: Automated Decision-flow for Adaptive Progressive Inference on Sensor Devices

Adaptive progressive inference for resource-constrained sensor devices.

Dec 15, 2025

Construction of trail networks based on growing self-organizing maps and public GPS data

Growing self-organizing maps turn sparse, noisy public GPS observations into topologically useful trail networks.

May 28, 2024

AI Assisted Trail Map Generation based on Public GPS Data

A machine learning approach for automatically generating trail maps from public GPS data.

Apr 27, 2023

Wildfire Intelligence

Machine learning, compression, and edge-computing systems for wildfire detection, prediction, and resource-aware monitoring.

Jan 1, 2023

Geospatial Trail Mapping

Machine-learning system for converting noisy public GPS traces into trail-network maps.

Jan 1, 2022