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Spectral Theory and Heuristics for Graph Clustering and Embedding
(Universidade Federal de São Paulo, 2021-12-06)
A teoria espectral em grafos considera propriedades dos grafos através da análise do espectro de matrizes relacionais, como a matriz de modularidade. No contexto de detecção de comunidades, algoritmos espectrais têm alcançado ...
RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams
(Association for Computing Machinery, 2023)
Word embeddings have become essential components in various information retrieval and natural language processing tasks, such as ranking, document classification, and question answering. However, despite their widespread ...
Designing communities in peace: Participatory action-research approaches embedded in regional education in Colombia
(Gateways: International Journal of Community Research and Engagement, 2020)
Community embedded reproductive health interventions for adolescents in Latin America: development and evaluation of a complex multi-centre intervention
(2013)
Background: Adolescents in Latin America are at high risk for unwanted and unplanned pregnancies, which often result in unsafe abortions or poor maternal health outcomes. Both young men and women in the region face an ...
Unsupervised fuzzy binning of metagenomic sequence fragments on three-dimensional Barnes-Hut t-Stochastic Neighbor Embeddings
(Institute of Electrical and Electronics Engineers Inc., 2018-01-01)
Shotgun metagenomic studies attempt to reconstruct population genome sequences from complex microbial communities. In some traditional genome demarcation approaches, high-dimensional sequence data are embedded into ...
Unsupervised fuzzy binning of metagenomic sequence fragments on three-dimensional Barnes-Hut t-Stochastic Neighbor Embeddings
(Institute of Electrical and Electronics Engineers Inc., 2018-01-01)
Shotgun metagenomic studies attempt to reconstruct population genome sequences from complex microbial communities. In some traditional genome demarcation approaches, high-dimensional sequence data are embedded into ...
Unsupervised fuzzy binning of metagenomic sequence fragments on three-dimensional Barnes-Hut t-Stochastic Neighbor Embeddings
(Institute of Electrical and Electronics Engineers Inc., 2018-01-01)
Shotgun metagenomic studies attempt to reconstruct population genome sequences from complex microbial communities. In some traditional genome demarcation approaches, high-dimensional sequence data are embedded into ...
Constructing common ground and re-creating differences between professional and indigenous communities in the Andes
(2004-09)
Multi-actor initiatives aiming at environmental sustainability and social equity, face complex
tensions between institutionalized decision-makers, backed up by expert knowledge, and
communities with locally embedded ...
Community Mobilization Around Social Dilemmas: Evidence from Lab Experiments in Rural Mali
(Social Sciences Research Network e-library, 2013-12)
Community mobilization is a key feature of community based development projects. Community mobilization requires facilitating communication between village members and between leaders and the rest of the community. Is ...