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Salvatore Citraro

@dsalvaz

Pisa Joined June 2019
561 Following 247 Followers 375 Posts

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Salvatore Citraro @dsalvaz
Excited to share our new work on Machine Learning!
@AndreaFailla4 @Yquetzal @GiulioRossetti

We reimagine group evolution in temporal data with "archetypes" and "facets".
Check out the paper for more👇
link.springer.com/article/10.100…

@SoBigData @sobigdataIT @IstiCnr
link.springer.com Describing group evolution in temporal data using multi-faceted events Machine Learning - Groups—such as clusters of points or communities of nodes—are fundamental when addressing various data mining tasks. In temporal data, the predominant approach for...
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Salvatore Citraro @dsalvaz
How do we #learn #language? As a search on a graph, in which activation spreads from word to word, biased towards unexplored lexical categories. Check my new-preprint 👇

arxiv.org/abs/2607.06258
arxiv.org Early Language Learning via Spreading Activation and Category... Is word acquisition in children uneven with respect to semantic and lexical categories? To answer this question, we model early language learning as a search on a graph-based mental lexicon,...
Salvatore Citraro @dsalvaz
New pre-print! #SpreadPy, a Python implementation of #spreading #activation for both single-layer and #multiplex #networks

GitHub: github.com/dsalvaz/Spread…
arXiv: arxiv.org/abs/2507.09628

@GiulioRossetti @MassimoSt @HaimEdith @csqsiew
#kddlab #isticnr @SoBigData @UniTrentoDIPSCO
github.com GitHub - dsalvaz/SpreadPy Contribute to dsalvaz/SpreadPy development by creating an account on GitHub.
Salvatore Citraro @dsalvaz
Information Diffusion and Opinion Dynamics on Node-Attributed Graphs: link.springer.com/chapter/10.100…

With @VPansanella and @GiulioRossetti
link.springer.com Structure-Attribute Similarity Interplay in Diffusion Dynamics on Social interactions are shaped by homophily, the tendency for individuals to connect with others who share similar attributes. Exploring this phenomenon is crucial for understanding a wide spectrum...