Geoff Webb (@giwebb) profile picture

Geoff Webb

@giwebb

Research Director, Monash Data Futures Institute @MonashUni | Leading expert, #DataScience #AI Researcher #MachineLearning | amateur sailor

i.giwebb.com
Joined January 2011
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Photo by Geoff Webb (@giwebb)Photo by Geoff Webb (@giwebb)Photo by Geoff Webb (@giwebb)Photo by Geoff Webb (@giwebb)Photo by Geoff Webb (@giwebb)Photo by Geoff Webb (@giwebb)Photo by Geoff Webb (@giwebb)Photo by Geoff Webb (@giwebb)Photo by Geoff Webb (@giwebb)Photo by Geoff Webb (@giwebb)
Professor Geoff Webb explains how China's DeepSeek could challenge the monopoly US companies have on AI.
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⭐ Congratulations to @giwebb on his induction into the #CORE Academy ⭐ The Academy honours experts who have hugely contributed to the development of #computing disciplines in Australia: i.mtr.cool/fephtelrca
Image from Monash Information Technology (@MonashInfotech)
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🛰️Thinking of going beyond the use of a single remote-sensing image? 📈🤖Check out our extensive review of deep learning methods for satellite image time series analysis: ieeexplore.ieee.org/document… A work led by @Lynn__Miller in collaboration with @giwebb from Monash University.
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"Improving position encoding of transformers for multivariate time series classification" by Navid Mohammadi Foumani, Chang Wei Tan, @giwebb & Mahsa Salehi (link.springer.com/article/10…) (OA)
Improving position encoding of transformers for multivariate time series classification

Improving position encoding of transformers for multivariate time series classification

Data Mining and Knowledge Discovery - Transformers have demonstrated outstanding performance in many applications of deep learning. When applied to time series data, transformers require effective...

link.springer.com
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new paper from aeon core developer @AHIsmailFawaz and collaborators @giwebb @gforestier (and others) comparing estimators, with functionality we hope to bring to aeon soon in our revamped benchmarking module arxiv.org/abs/2305.11921
An Approach to Multiple Comparison Benchmark Evaluations that is...

An Approach to Multiple Comparison Benchmark Evaluations that is...

The measurement of progress using benchmarks evaluations is ubiquitous in computer science and machine learning. However, common approaches to analyzing and presenting the results of benchmark...

arxiv.org
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#DAMI online-first #NewPaper|s are out: "Hydra: competing convolutional kernels for fast and accurate time series classification" by Angus Dempster, Daniel F. Schmidt & @giwebb (link.springer.com/article/10…) (OA)
Hydra: competing convolutional kernels for fast and accurate time series classification

Hydra: competing convolutional kernels for fast and accurate time series classification

Data Mining and Knowledge Discovery - We demonstrate a simple connection between dictionary methods for time series classification, which involve extracting and counting symbolic patterns in time...

link.springer.com
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Last day to apply for the next round of @MonashDFI PhD Scholarships, addressing some of the most pressing global challenges through the advancement of #AI and #datascience. Eligibility criteria, list of projects & submission guidelines➡️ monash.edu/data-futures-inst…
Image from Monash AI Institute (@monashAI_inst)
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Apply now to join us at @MonashDFI - applications close on the 21st for our Research Fellows #AI and #DataScience – at Prato, Tuscany
Monash AI Institute (@monashAI_inst) profile pictureMonash AI Institute@monashAI_inst19 Sep 2022
Hiring closes in 2 days! To know more about the team you'll be working with, visit monash.edu/data-futures-inst… #Hiring #Jobs
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I'm excited to share that our paper "Multi-modal temporal CNNs for live fuel moisture content estimation" has now been published. Thank you to my co-authors @giwebb, @ChrisRudiger, Liujun Zhu and @Myebra12 for your invaluable help and support. authors.elsevier.com/a/1fcV7…
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Just 21 days to go for the #MonashAIShowcase, as we host world class researchers, upcoming ECRs & PhD students, and present @MonashUni's collaborative #AIforGood work with industry, govt and non-profits. Join us on 9th June 2022. Register now: eventbrite.com.au/e/ai-for-g…
AI for Good Showcase

AI for Good Showcase

The Monash AI for Good Showcase will present Monash University's latest interdisciplinary research in AI and data science for social good.

eventbrite.com.au
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New #DAMI online-first article: "Time series extrinsic regression" by Chang Wei Tan, Christoph Bergmeir, @LeDataMiner & @giwebb (rdcu.be/cgCAn)
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our paper on HIVE-COTEv2.0, a new state of the art for time series classification, is out and open access link.springer.com/article/10… @sktime_toolbox @MLJ_Social @M_Middlehurst @JasonLines @jammylarge @M_J_Flynn @_Groshh_
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Just 1 day to go for our inaugural Prato Dialogue - Distinguished Lecture Series in #AI, as we host the world renowned Prof. Stuart Russell. Date: 5 Aug, 9:30am AEST/ 4 Aug, 4:30pm PDT Register now - eventbrite.com.au/e/monash-p… #ArtificialIntelligence

Monash Prato Dialogue - Distinguished Lecture Series in AI

Monash Prato Dialogue is a distinguished lecture series in Artificial Intelligence and its applications for social good.

eventbrite.com.au
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Join us in our Monash Prato Dialogue - Distinguished Lecture Series in #AI, as we host the ever amazing Prof. Stuart Russell. Prof. Russell will deliver a lecture on "Provably Beneficial AI". Date: 5 Aug, 9:30am AEST/ 4 Aug, 4:30pm PDT Register-eventbrite.com.au/e/monash-p…
Image from Monash AI Institute (@monashAI_inst)
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Looking forward to our UoA Machine Learning Seminar by @giwebb: "Time Series Classification at Scale" - 26 May, 6pm NZST! #MachineLearning #AI ml.auckland.ac.nz/machine-le…
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Time series extrinsic regression (TSER): a regression task of which the aim is to learn the relationship between a time series and a continuous scalar variable (via time-series features) link.springer.com/article/10…
Image from Time Series Features (@compTimeSeries)
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Geoff Webb retweeted
Rob Raven (@Robraven) profile picture
Rob Raven@Robraven19 Oct 2020
Join us for a free webinar on artificial intelligence for better sustainable development policy and governance. Speakers include @jwthwaites @JBatstone @Mitzi_Bolton @PaulSatur @r_tingley @AnimAlanDorin @missyrosh @KlausAckermann8 bit.ly/3m0GW2W
Image from Rob Raven (@Robraven)
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We’re launching the Monash Data Futures Institute PhD Scholarships TODAY! Join us at @MonashUni to shape the future of AI and data science for social good. Discover More - monash.edu/ai-data-science #MonashDataFutures, #CHANGEIT, #AIforgood
Image from Dr Joanna Batstone (@JBatstone)
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Dr Erica Tandori, a visually impaired artist in the @RossjohnLab, is using #AIforgood to create multi-sensory art experiences showcasing biomedical research. She featured in the UN's @ITU_AIForGood #MonashDataFutures #CHANGEIT @MonashUni A must watch: ow.ly/mpV950BzxN9
Image from Monash Biomedicine Discovery Institute (@MonashBDI)
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Erste #Keynote der #LWDA: »Time series classification at scale« von Prof. Geoff Webb @giwebb, Direktor d. Monash University Centre for Data Science @MonashUni. Er zeigt effiziente, skalierbare Methoden zur Berechnung dynamischer Prozesse mittels Zeitreihenklassifikation. #IFD2020
Image from Fraunhofer IAIS (@FraunhoferIAIS)
Image from Fraunhofer IAIS (@FraunhoferIAIS)
Image from Fraunhofer IAIS (@FraunhoferIAIS)
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