João Paulo FigueirainTowards Data ScienceGenerating Map Tiles with RustHow easy is it to transition from Python to Rust?6 min read·May 19, 2024--4--4
João Paulo FigueirainTowards Data ScienceMap-Matching for Speed PredictionHow fast will you drive?14 min read·Jan 19, 2024--2--2
João Paulo FigueirainTowards Data ScienceMap-Matching for Trajectory PredictionWhere are you going? Should you be going that way?16 min read·Jul 20, 2023----
João Paulo FigueirainTowards Data ScienceMore on Road Network MatchingRoad network matching shenanigans9 min read·Feb 10, 2023--1--1
João Paulo FigueirainTowards Data ScienceRoad Network Edge Matching With TrianglesTriangles have mighty properties for geospatial queries13 min read·Jan 3, 2023--1--1
João Paulo FigueirainTowards Data ScienceTrajectory Queries Using Space PartitioningHow can we quickly find overlapping trajectories?10 min read·Nov 23, 2022----
João Paulo FigueirainTowards Data ScienceStratified K-Fold Cross-Validation on Grouped DatasetsThis article explains how to use optimization to perform stratified K-Fold cross-validation on a grouped dataset8 min read·Oct 13, 2022----
João Paulo FigueirainTowards Data ScienceTravel Time Estimation Using QuadkeysThis article explains how to estimate travel times using known speed vectors indexed by quadkeys.12 min read·Sep 28, 2022----
João Paulo FigueirainTowards Data ScienceA Metric for HDBSCAN-Generated ClustersHow can we determine the equivalent DBSCAN ε parameter for HDBSCAN-generated clusters?9 min read·Sep 6, 2022----
João Paulo FigueirainTowards Data ScienceGeofencing with QuadkeysThis article explains how to create geofences with square partitions14 min read·Aug 10, 2022----
