Mathieu d'Aquin
@mdaquin
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Knowledge Intensive Systems - Researcher and Developer - Professor at @univ_lorraine, @labo_Loria, @idmc_nancy. All views are my own.
Nancy, France
Joined July 2009
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. https://t.co/JCgg50wmJW
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In a clear and concise guide, @mdaquin explains how to create efficient, large-dimensional self-organizing maps with PyTorch.
towardsdatascience.com
Because it's fun to self-organise
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"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
Because it's fun to self-organise
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Just like everybody else, it seems, I'm trying out bluesky... Not quite sure what I'll do there yet, but if you want to talk:
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Our paper "PyGraft: Configurable Generation of Synthetic #Schemas and #KnowledgeGraphs at Your Fingertips" has been accepted in @eswc_conf #ESWC2024! Paper: https://t.co/5MwW3THqlM Code: https://t.co/ID6gU3elqK
@nicolas_hubr @mdaquin
#machineLearning #neurosymbolicAI
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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 đ https://t.co/R8mNclKZ3A
#artificialIntelligence #machineLearning #semanticWeb
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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
What will Semantic Web research focus on in 20 years from now? We asked this question to the community and collected their visions in the "Next 20 years" track of ESWC 2023. We challenged the...
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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 :) https://t.co/O6ZvfHtZOZ
https://t.co/lIsbEEJf7d
github.com
Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips - nicolas-hbt/pygraft
Happy to announce PyGraft, a configurable #Python tool to generate both synthetic #schemas and #knowledgeGraphs easily, supporting several RDFS and OWL constructs. Paper: https://t.co/p1Ei3PIhVz Code: https://t.co/ID6gU3elqK (also available on PyPI) @nicolas_hubr @mdaquin
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Happy to announce PyGraft, a configurable #Python tool to generate both synthetic #schemas and #knowledgeGraphs easily, supporting several RDFS and OWL constructs. Paper: https://t.co/p1Ei3PIhVz Code: https://t.co/ID6gU3elqK (also available on PyPI) @nicolas_hubr @mdaquin
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The view from the stage #ESWC2023 2043 panel đ
On stage⊠#eswc2023 it was a great initiative and exercise to think forward in time. It was fun! Tx @iricelino @heikopaulheim
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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 đ #hiring
https://t.co/Z5tXVXTEk7
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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 đ #hiring
https://t.co/Z5tXVXTEk7
fr.linkedin.com
39 offres dâemploi Professeur De Physique Chimie du jour (France). BĂ©nĂ©ficiez de votre rĂ©seau professionnel et changez de travail ! De nouvelles offres dâemploi âProfesseur De Physique Chimieâ sont...
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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 đ #hiring
https://t.co/Z5tXVXTEk7
fr.linkedin.com
39 offres dâemploi Professeur De Physique Chimie du jour (France). BĂ©nĂ©ficiez de votre rĂ©seau professionnel et changez de travail ! De nouvelles offres dâemploi âProfesseur De Physique Chimieâ sont...
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Great research engineer position, doing data integration, knowledge graphs and ontologies in an international team: https://t.co/AZFAzfrWO3 located in Nancy, France.
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Great discussion with @mdaquin, Miguel Couceiro, and students about #neurosymbolic #AI, #knowledgeGraphs, #machineLearning, and #analogical #reasoning!
đŹ Câest le clap de fin pour le forum des Sciences Cognitives et du TAL !đ§ Une journĂ©e rythmĂ©e par 3 confĂ©rences de haut niveau, des stands & dĂ©mos et des ateliers Ă destination de nos Ă©tudiants. Merci Ă tous les intervenants prĂ©sents pour leur confĂ©rence/prĂ©sentations đđ»
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#ColloquiumLoria đ§ "#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
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đNous avons accueilli la journĂ©e #IA pr la dĂ©couverte scientifique au #Loria. MatĂ©riaux, informatique, physique, finance, industrie du futur... de riches Ă©changes entre laboratoires sur une thĂ©matique pluridisciplinaire ! @Univ_Lorraine @CNRS_Centre_Est @Inria_Nancy @INS2I_CNRS
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