Data Dynamics

Current project

Data Dynamics project is now full. Please apply for the Wait List

VIP Snapshot

Diving into the data big bang - do cool things that helps us manage massive data! We’re here to understand user experience design, how it influences us, and machine learning. 

Data Dynamics

ChallENG research goals

We’ll conduct analyses and develop tools on interactions between human and machine over multimedia data by looking at machine learning, artificial intelligence, human-machine interactions and user experience design, among others. We will: 

  • Analyse signals, such as brain signals, of information consumption 
  • Experiment on machine learning of music, such as instrument transformation and music composition  
  • Look at content recommendations, for example music and movie  
  • Applications on video, such as movie caption generation, video classification and human activity recognition  
  • Image and meme generation  
  • Design and develop a data management system to collect and organise data while keeping data integrity  
  • Design and develop apps for mobile and other devices  

Research, design or technical ChallENG

  • Data acquisition and storage, data labelling and augmentation algorithms and data representation learning 
  • Exploring new models of analysing multimedia data and building models on devices with lower resources, such as mobiles 
  • Data visualization and model explanation 

Required Background

All engineering degrees are welcome, however students specialising in the below areas are encouraged to apply.

Research Areas* Majors*
  • Machine learning 
  • Artificial Intelligence 
  • Data Mining 
  • Human Computer Interactions 
  • Computer Science  
  • Web programming  
  • Machine Learning   
  • Algorithm designing  
  • Embedded systems  
  • Mobile app development  
  • Software Engineering  
  • Marketing  
  • Data Visualization  
  • Information Technology