Clean Energy Capability Portfolio | Empowering Consumers |
Knowledge Data Analytics
Leveraging extensive experience and international capability in the storage , analytics , visualisation and security of data and models , to deliver impactful systems and solutions across multiple domains electricity and water , which are the cornerstone for a greener and more sustainable future . The key issue in achieving large-scale commercialisation of this technology is cost reduction . |
Competitive Advantage • A novel , holistic approach to managing data storage , indexing , querying processing , and optimisation
• Advanced solutions to analyse different types of data for descriptive and predictive applications
• Flexible and powerful interface to interact with intelligent applications , including visualisation , and explaining predictive models for enhanced understanding and debugging support
• Expertise in detecting unknown adversarial attacks , including adaptive white-box attacks , and protecting intelligent models from attacks
Impact • A more secure , efficient , intelligent and holistic solution for data storage , modelling , and understanding
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Capabilities and Facilities • Large-scale data processing and modelling platform
Our Collaborators • CRC
More Information Professor Wei Wang School of Computer Science and Engineering T : + 61 2 9385 7162 E : weiw @ cse . unsw . edu . au
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Successful Applications |
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• Analysing text data and extracting knowledge from unstructured online documents for D2D CRC projects |
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• Predictive modelling for users in large enterprises that are vulnerable to cyber-attacks |
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