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Listar por autor "Almagro Blanco, Pedro"
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Tesis Doctoral
Descubrimiento de conocimiento en grafos multi-relacionales
Almagro Blanco, Pedro (2017-06-30)Ante el reducido abanico de metodologías para llevar a cabo tareas de aprendizaje automático relacional, el objetivo ...
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Artículo
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 ...
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Artículo
Generalized Graph Pattern Matching
Almagro Blanco, Pedro; Sancho Caparrini, Fernando (Cornell University, 2017) -
Artículo
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, ...
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Artículo
Induction of Decision Trees based on Generalized Graph Queries
Almagro Blanco, Pedro; Sancho Caparrini, Fernando (Cornell University, 2017) -
Artículo
Semantic Preserving Embeddings for Generalized Graphs
Almagro Blanco, Pedro; Sancho Caparrini, Fernando (Cornell University, 2017) -
Ponencia
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 ...