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INFORMATION TECHNOLOGY
MONASH IS RANKED
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34
IN THE WORLD FOR DATA SCIENCE AND ARTIFICIAL INTELLIGENCE
QS World University Rankings by Subject 2024
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52
IN THE WORLD FOR COMPUTER SCIENCE
Times Higher Education World University Rankings by Subject 2024
The School of IT places a great emphasis on research , industrial collaboration , and graduate research student experience .
As the world embraces rapid technological transformations , we shoulder a responsibility to produce outstanding and ethical researchers . We are committed to innovating theoretical and applied research to meet the technology challenges of the 21 st century , and our outstanding labs and research facilities empower this to happen .
RESEARCH CAPABILITIES
Artificial intelligence ( AI ) Our researchers in this area integrate knowledge and theories in mathematics and machine learning to create intelligent machines that can solve complex real-world problems . We have expertise in computer vision , deep learning , ethical AI , explainable AI , generative AI , machine learning , natural language processing , and optimisation .
Cybersecurity
In a rapidly changing online data ecosphere , we ’ re constantly looking for ways to keep our systems and data secure . Our researchers are looking into diverse forms of computer security and the rising threat of dark technology . Our research capabilities include cheat resilience , cryptography , dark side security , deepfakes , multimedia security , privacy-preserving methods , and surveillance .
Data science Research and analysis into big data have the capacity to make a positive impact on our daily lives . We ’ re creating novel data-driven algorithms to extract useful insights from huge volumes of digital data . Our research strengths include data management , information retrieval and extraction , knowledge management , recommender systems , social media and network analytics , and statistical data modeling .
Software and system Creating high quality and efficient software systems is an art . Our research into the domains of software architecture and design , processes , and analysis of human factors has the ultimate goal of delivering robust and reliable software solutions . Our researches include AR / VR , blockchain , IOT , metamorphic testing , SE education , software engineering in AI , software quality , and testing and maintenance .
Digital health
We ’ re using a multidisciplinary approach to improve healthcare outcomes for people by developing smart methods , applications and systems for the healthcare industry . Our expertise include big data in health care , bioinformatics , bio-signal and image processing , chronic disease management , computer-aided diagnoses , digital twin and simulations , and tele-therapy .
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