idUS - Author profile: Almagro Blanco, Pedro

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Name	Almagro Blanco, Pedro
Department	Ciencias de la Computación e Inteligencia Artificial
Knowledge area	Ciencia de la Computación e Inteligencia Artificial
Professional category	Profesor Ayudante Doctor
E-mail	Request

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7
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1047
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5721

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Publications
Article Detecting the ultra low dimensionality of real networks Almagro Blanco, Pedro; Boguñá, Marián; Serrano, M. Ángeles (Nature Research, 2022) Reducing dimension redundancy to find simplifying patterns in high dimensional datasets and complex networks has become a ...
Article Improving Skip-Gram based Graph Embeddings via Centrality-Weighted Sampling Almagro Blanco, Pedro; Sancho Caparrini, Fernando (Cornell University, 2019) Network embedding techniques inspired by word2vec represent an e ective unsuper- vised relational learning model. Commonly, ...
PhD Thesis Descubrimiento de conocimiento en grafos multi-relacionales Almagro Blanco, Pedro; Sancho Caparrini, Fernando (2017) Ante el reducido abanico de metodologías para llevar a cabo tareas de aprendizaje automático relacional, el objetivo ...
Article Generalized Graph Pattern Matching Almagro Blanco, Pedro; Sancho Caparrini, Fernando (Cornell University, 2017)
Presentation Semantic Preserving Embeddings for Multi-Relational Graphs Almagro Blanco, Pedro; Sancho Caparrini, Fernando (IEEE Computer Society, 2017) In this paper a new machine learning approach to the study of Multi-Relational Graphs as semantic data structures is ...
Article Induction of Decision Trees based on Generalized Graph Queries Almagro Blanco, Pedro; Sancho Caparrini, Fernando (Cornell University, 2017)
Article Semantic Preserving Embeddings for Generalized Graphs Almagro Blanco, Pedro; Sancho Caparrini, Fernando (Cornell University, 2017)