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
Last day to apply!
We are looking for a great research engineer at LORIA (Nancy, France) building ontologies to organise research data on fragrances and perfumes with a large company. If you are interested, or know someone who is, you know what to do 😁 #hiring
linkedin.com/jobs/view/34058…
Mathieu d'Aquin retweeted
We are looking for a great research engineer at LORIA (Nancy, France) building ontologies to organise research data on fragrances and perfumes with a large company. If you are interested, or know someone who is, you know what to do 😁 #hiring
linkedin.com/jobs/view/34058…
We are looking for a great research engineer at LORIA (Nancy, France) building ontologies to organise research data on fragrances and perfumes with a large company. If you are interested, or know someone who is, you know what to do 😁 #hiring
linkedin.com/jobs/view/34058…
Great research engineer position, doing data integration, knowledge graphs and ontologies in an international team: linkedin.com/hiring/jobs/340… located in Nancy, France.
Mathieu d'Aquin retweeted
Great discussion with @mdaquin, Miguel Couceiro, and students about #neurosymbolic #AI, #knowledgeGraphs, #machineLearning, and #analogical #reasoning!
Mathieu d'Aquin retweeted
#ColloquiumLoria
🧠"#AI should collaborate with human intelligence"
We are happy to welcome @IlaTiddi from @VUamsterdam for her presentation focusing on #HybridIntelligence, its visions and challenges!
@Univ_Lorraine @INS2I_CNRS @CNRS_Centre_Est @Inria_Nancy @mdaquin
Mathieu d'Aquin retweeted
👉Nous avons accueilli la journée #IA pr la découverte scientifique au #Loria. Matériaux, informatique, physique, finance, industrie du futur... de riches échanges entre laboratoires sur une thématique pluridisciplinaire !
@Univ_Lorraine @CNRS_Centre_Est @Inria_Nancy @INS2I_CNRS
Mathieu d'Aquin retweeted
Our work "Boundary heat diffusion classifier for a semi-supervised learning in a multilayer network embedding" is now published in Neural Networks [IF:9.657] sciencedirect.com/science/ar… @galwayDSI, @mdaquin,@insight_centre
Thanks @FrankVanHarmele! I haven't managed to get my hands on a print version of the book, so this might push me to finally make the step to read it as an ebook... As for many other complex topics, it might be that it needs theories, rather than just one. At least at first.
Mathieu d'Aquin retweeted
"The 3rd AI Wave is Coming, and It Needs a Theory". My opinion piece is up on the @IOSPress_STM page for the Neuro-Symbolic AI book edited by @pascalhitzler labs.iospress.com/news-blog/…
The new #IOSPressLabs blog post by @PascalHitzler highlights the book Neuro-Symbolic Artificial Intelligence, covering artificial neural networks and algorithmic processing on the level of meaningful symbols.
➡️ labs.iospress.com/news-blog/…
#ArtificialIntelligence #NeuroSymbolicAI
