Knowledge Intensive Systems - Researcher and Developer - Professor at @univ_lorraine, @labo_Loria, @idmc_nancy. All views are my own.
Nancy, France
Joined July 2009
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Thanks @vpresutti , @MartaSabou and E. Motta for the journal of Web Semantics' special issue on knowledge graphs in AI applications. It gave me an opportunity to write about something I have been thinking about for a while: AI+KG for scientific discovery.
sciencedirect.com/science/ar…
Mathieu d'Aquin retweeted
In a clear and concise guide, @mdaquin explains how to create efficient, large-dimensional self-organizing maps with PyTorch. towardsdatascience.com/effic…
Mathieu d'Aquin retweeted
"Because they are slightly atypical, there has not been as much work done on creating efficient implementations of self-organising maps (SOMs) as for other forms of neural networks."
@mdaquin fills in a notable gap in his focused, practical tutorial. towardsdatascience.com/effic…
Mathieu d'Aquin retweeted
Our paper "PyGraft: Configurable Generation of Synthetic #Schemas and #KnowledgeGraphs at Your Fingertips" has been accepted in @eswc_conf #ESWC2024!
Paper: arxiv.org/pdf/2309.03685.pdf
Code: github.com/nicolas-hbt/pygra…
@nicolas_hubr @mdaquin
#machineLearning #neurosymbolicAI
Mathieu d'Aquin retweeted
Check out our survey on inductive, zero-shot and few-shot link prediction in #KnowledgeGraph w/ @nicolas_hubr and @heikopaulheim! We map tasks and propose a new taxonomy for knowledge scarce scenarii
📄 arxiv.org/abs/2312.04997
#artificialIntelligence #machineLearning #semanticWeb
Mathieu d'Aquin retweeted
This year at @eswc_conf #eswc2023, @iricelino and I had the great pleasure to host the "Next 20 Years" session full of entertaining and visionary presentations. We have written up a report as "The Time Traveler's Guide to Semantic Web Research" here: arxiv.org/abs/2309.13939
If you need to test your things on graphs with different characteristics and relying on variably complex schemas/ontologies, PyGraft is for you!
If you don't need to, I'm sure you want to :)
github.com/nicolas-hbt/pygra…
pygraft.readthedocs.io/en/la…
Happy to announce PyGraft, a configurable #Python tool to generate both synthetic #schemas and #knowledgeGraphs easily, supporting several RDFS and OWL constructs.
Paper: arxiv.org/abs/2309.03685
Code: github.com/nicolas-hbt/pygra… (also available on PyPI)
@nicolas_hubr @mdaquin
Mathieu d'Aquin retweeted
Happy to announce PyGraft, a configurable #Python tool to generate both synthetic #schemas and #knowledgeGraphs easily, supporting several RDFS and OWL constructs.
Paper: arxiv.org/abs/2309.03685
Code: github.com/nicolas-hbt/pygra… (also available on PyPI)
@nicolas_hubr @mdaquin
Mathieu d'Aquin retweeted
The view from the stage #ESWC2023 2043 panel 😀
On stage… #eswc2023 it was a great initiative and exercise to think forward in time. It was fun! Tx @iricelino @heikopaulheim
