Data Scientist


Mollie Holman Medal for Jiangning Song

I am very proud to have had the honour of supervising Jiangning Song. His exceptional PhD has just been recognised with the 2019 Mollie Holman Medal.

Enhanced lower bound for Dynamic Time Warping

Our enhanced lower bound for Dynamic Time Warping is tighter than the widely used LB Keogh without any additional computational burden. This picture shows Bart Goethals as he realises the …

Tutorial on Statistically Sound Pattern Discovery

I’m delighted to see Wilhelmiina Hamelainen and my tutorial published. It explains how robust statistical techniques can overcome many of the numerous shortcomings of standard approaches to association and pattern …

There is much to be said for presenting keynotes at universities with viticulture degrees!

Thank you @AusDMConf and @CharlesStuartUniversity for the opportunity to present my group’s work on Concept Drift Thanks also for the lovely CSU wines. @MonashUni @@MonashInfoTech

Extremely Fast Decision Tree

We introduce a novel incremental decision tree learning algorithm, Hoeffding Anytime Tree, that is statistically more efficient than the current state-of-the-art, Hoeffding Tree. We demonstrate that an implementation of Hoeffding …

Looking for Professor to lead Data Science research group

We are looking for a leading researcher to lead a group of data science faculty.  This is a bit like a Departmental Chair position. Details here.  

Join us for Living with AI

The Living with AI discussion series will feature conversations about social and ethical implications of artificial intelligence. Join us for the first of these conversations, featuring AI expert Terry Cailli …

SDM Best Research Paper Award

We are very honoured to have received the 2018 SIAM International Conference on Data Mining (SDM-18) Best Research Paper Award for Efficient search of the best warping window for Dynamic …

Great Data Science Faculty Positions

We have three continuing (Australia’s version of tenured) faculty positions in data science. Join a strong data science group in a top-100 university in the world’s most livable city. Closing …

Earth Observation Data Center planning session

Fantastic planning session at the EODC. Amazing problems for time series analysis, starting with how to scale the state-of-the-art from being challenged by datasets containing 10 thousand series to routinely …

Joining Froomle: Transforming the world one recommendation at a time

I am excited to be joining the extraordinary team at Froomle as a Technical Advisor and looking forward to helping refine our best of class recommendation engine.

Keynote at Fourth International Conference on Information Retrieval and Knowledge Management

Why not join us at the Fourth International Conference on Information Retrieval and Knowledge Management to be held in Kota Kinabalu, Malaysia from 26 – 28 March 2018: