What we’re about
sharing knowledge and experience
provide R beginners with an opportunity to meet more experienced users
discover the power of R as a serious, general and industrial strength data mining, analysis, visualisation and reporting tool, for use in commerce, government and other fields
see case studies of real-life R applications in industry
disocover related commodity, open source and free tools
meet experts in specific R packages, techniques and applications
Upcoming events (1)
See all- Anomaly Detection & Isolation ForestDocklands Library, Melbourne
Activity
MelbURN is a community of professionals who program or are interested in R and its progress. We host talks and networking activities usually, the 1st Tuesday of every month. However for the month of November 2024, we are hosting it on the first Wednesday November 6, 2024, because Tuesday is Melbourne Cup Day - a holiday.
6:00 - 6:10: Write your name sticker
6:10 - 6:30: Meet, greet, mingle
6:30 - 6:40: Welcome, Greetings, and Acknowledgements
6:40 - 6:55: Notices and Announcements
6:55 - 7:00: Introductions
7:00 - 7:45: Talk and (Q+A)
7:45 - 8:00: Closing
8:00 - 9:30: Go to the Nearest Pub for Dinner (PYO)
Presenter: Dr. Fei Tony Liu
Abstract: "Isolation Forest is a fast, simple, and highly effective algorithm for anomaly detection. In this talk, we will explore the foundational concepts and the evolution of anomaly detection techniques. We will then dive into recent advancements in 'Online Machine Learning,' where models continuously learn and adapt to changing data patterns, addressing concept drift — a critical aspect for MLOps. To conclude, we'll highlight practical R libraries you can use today to begin implementing anomaly detection in your projects."Bio: "Dr. Fei Tony Liu is an accomplished AI innovator and data science expert with a distinguished career spanning over two decades. He is renowned for his contributions to machine learning, particularly as the inventor of the Isolation Forest algorithm, a cutting-edge method for high-speed anomaly detection. With etensive experience across industries, including finance, government, and mining, Dr. Liu has successfully developed and deployed advanced AI models that have generated significant business value.
https://www.linkedin.com/in/fei-tony-liu-phd-320929110/
Address: Library at The Dock - Community Room, Library at The Dock - Performance Space, 107 Victoria Harbour Promenade, Docklands VIC 3008
