Projects

Multi-resolution urban-aware situation recognition

Apr 15,2021

Time-series change point detection with self-supervision

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DroneCMS: Flying Infrastructure for Intelligent Crowd Management and Security for Mega Events

Feb 02,2021

Investigate crowd monitoring and situation recognition techniques, efficiently leveraging UAV videos and complementary urban sensors. Scenarios: FIFA World Cup 2022

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Swarming: Micro-flight Data Capture and Analysis

Sep 22,2020

In response to the urgent need for more site specific and vertical environmental information to inform the design of sustainable urban design, this project investigates the use of Micro Air Vehicles (drones) equipped with diverse lightweight sensing equipment to gather site specific environmental sensor data.

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Time-series Forecasting and Segmentation

Sep 20,2020

Today, we are faced with the increasing growth of ubiquitous sensors in various fields, generating an enormous amount of time-series. This growing number of sensor-based time-series applications require new approaches in data mining, knowledge discovery, and ubiquitous computing.

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Behaviour Analytics of Indoor Occupants

Sep 18,2020

This project will deploy machine learning to human behaviour and building operational data obtained through Activity Based Working (ABW), aimed at providing insights towards optimising and personalising ABW. The outcome is a cloud-based integrated platform, with tailored ABW apps, for capturing and analysing occupancy behaviour and building performance data.

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n-Gage: Predicting Student Classroom Engagement: Emotional and Cognitive Behaviours

Sep 08,2020

Measure multiple dimensions of high school student’s emotional, behavioural and cognitive learning engagement with sensing data in the wild Derive activity, physiological, and environmental factors contributing to various dimensions of student learning engagement

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Effective Urban Flow Forecasting

Jun 10,2020

Traffic Flow, People Movement Flow, Check-ins

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Urban-Scale Energy Modelling

Jun 10,2020

Review Commissioned by the International Energy Agency (IEA) Energy in Buildings and Communities Programme (EBC) Annex 79

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Predicting Workspace Comfort, Concentration & Stress

May 18,2020

A project done in collaboration with Arup Melbourne

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Monington Peninsula Smart Parking and Amenities for High Demand Areas

Jan 15,2020

The Mornington Peninsula Shire (MPS) will develop a Smart Technology project to address growing demand on parking and amenity facilities in towns particularly with high tourist attraction. There is an increasing pressure to understand the volume of pedestrians, public transport users, and road users (in particular, private vehicle drivers) throughout the major townships in MPS and meet the increasing demand.

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© 2021 Flora Salim - CRUISE Research Group.