Role of Temporal Diversity in Inferring Social Ties Based on Spatio-Temporal Data
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Updated
Mar 7, 2017 - HTML
Role of Temporal Diversity in Inferring Social Ties Based on Spatio-Temporal Data
Apache Spark utilities to analyze mobile network deployment and user behavior data.
The project deals on how to perform Spatio-temporal hot-spot analysis using Apache Spark.
Procedures and code to query social media APIs to identify the location of user generated spatial content
Crowd flow prediction model
This project evaluates ride-sharing algorithms on spatio-temporal data. The data in this case represents nearly 700 million trips in New York City.
multi-step ahead forecasting of spatio-temporal data
Spatio temporal laser metrology
Spatial compression of multivariate datasets for xarray
Multi-task multi-view learning for urban water quality prediction, IJCAI-16
Sample JavaScript Aggregation Viewer using aggregation (lod) queries and rendering aggregation bins client side
All the project code for my 2019 honours project. This is a web application that measures the query response times of 3 databases on queries and data analysis similar to those found in the real-world.
Visual Abstraction of Spatio-Temporal Networks in Collective Animal Behavior (EuroVis2020)
Trajectory Mining Library
Python scripts to visualize multi-band gridded data.
The Core infrastructure micro-service of the SpatioTemporal Features eXtractor (stfX)
Graph Neural Networks utilization for Spatiotemporal graphs. These methods will be applied into the problem of forecasting traffic flow on PEMS-Bay, METR-LA and Seattle Loop Datasets
"Evaluation procedures for forecasting with spatio-temporal data" -- ECML 2018
A framework for Spatio-Temporal Data Analytics on Spark
Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data
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