Elliot HumphreyinTowards Data ScienceSpotting Spatiotemporal Patterns in Earthquake DataUse density-based clustering and survival analysis to estimate when earthquakes occur9 min read·Jan 10, 2024--1--1
Elliot HumphreyinTowards Data ScienceFinding Patterns in Convenience Store Locations with Geospatial Association Rule MiningUnderstanding spatial trends in the location of Tokyo convenience stores7 min read·Apr 1, 2023--4--4
Elliot HumphreyinTowards Data ScienceGeospatial Site-Selection Analysis Using Cosine SimilarityIdentifying similarities between geographic areas based on neighbourhood amenities7 min read·Jul 29, 2022--9--9
Elliot HumphreyinTowards Data ScienceOptimising the Location of Food Delivery Couriers Using Geopandas and OpenStreetMapWhere should couriers position themselves to have the best access to the maximum number of restaurants?5 min read·Feb 4, 2022--1--1
Elliot HumphreyinTowards Data ScienceUsing Geospatial Data to Discover Volcanoes in HawaiiGeospatial image segmentation using topographic data and Transfer Learning9 min read·Jan 4, 2022--1--1
Elliot HumphreyinTowards Data ScienceIdentifying signs of tiredness using sequence classificationTraining a model to classify tiredness using wearable health data8 min read·Aug 31, 2021--1--1
Elliot HumphreyinTowards Data ScienceDoes Machine Learning know when I’m scared? Anomaly detection in wearable health data12 min read·May 2, 2021--1--1