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BSc + CU Global Opportunities
Predict Animal Movements using Collar Data cover image
(2022)

Predict Animal Movements using Collar Data

The project explores the dataset with the intention of helping patrollers better understand elephant movement and thus locate them easily. With the prevalence of consistent elephant movement trends in the usage of natural forest corridors, this project aims to develop and train a machine learning regression framework to predict the future GPS locations and movement trends of a Bornean pygmy elephant located in Sabah, Malaysia, in the hopes that it can be used as a secondary tool to base patrol routes around.

JacobHarkins Charith
EU Framework Programme 7
Open Internet of Things (OpenIoT) cover image
(2011-2014)

Open Internet of Things

The Open Internet of Things (OpenIoT) project is an award-winning, EU FP7-funded open-source platform that pioneered Sensing-as-a-Service (S2aaS) for the Internet of Things. Developed between 2011 and 2014, OpenIoT provides a cloud-based middleware infrastructure that abstracts the complexity of heterogeneous IoT deployments, enabling developers and researchers to access sensor data and services without requiring knowledge of specific sensor hardware or communication protocols. The platform leverages W3C Semantic Sensor Network (SSN) ontologies for semantic annotation, discovery, and context-aware configuration of sensors across distributed environments. Built upon established projects including Global Sensor Networks (GSN) and Linked Sensor Middleware (LSM), OpenIoT implements a utility-based pay-as-you-go service model that democratises IoT infrastructure. The project received the 2013 Black Duck “Rookie of the Year” award as the best IoT open-source platform and was recognised for “best semantic interoperability” at the 2014 IoT Hackathon. OpenIoT has been deployed across real-world smart city scenarios including campus monitoring, crowd-sensing, and assisted living. The platform served as a reference implementation for IoT standards and the European Platform Initiative, generating significant research impact across semantic interoperability, context-aware computing, and cloud-based sensor service delivery.

Charith Prem Arkady Peter Dimitrios Schahram Dhavalkumar Rajiv Strazdins