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Leonardo Nascimento Ferreira
Leonardo Nascimento Ferreira
Samsung Research Brazil
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Time series clustering via community detection in networks
LN Ferreira, L Zhao
Information Sciences 326, 227-242, 2016
1682016
Global Fire Season Severity Analysis and Forecasting
LN Ferreira, DA Vega-Oliveros, L Zhao, MF Cardoso, EEN Macau
Computers & Geosciences 134, 104339, 2020
372020
Spatiotemporal data analysis with chronological networks
LN Ferreira, DA Vega-Oliveros, M Cotacallapa, MF Cardoso, MG Quiles, ...
Nature Communications 11 (1), 4036, 2020
242020
A time series clustering technique based on community detection in networks
LN Ferreira, L Zhao
Procedia Computer Science 53, 183-190, 2015
182015
Long-range correlations and fractal dynamics in C. elegans: changes with aging and stress
LGA Alves, PB Winter, LN Ferreira, RM Brielmann, RI Morimoto, ...
Physical Review E 92 (2), 022417, 2017
162017
QK-means: a clustering technique based on community detection and K-means for deployment of cluster head nodes
LN Ferreira, AR Pinto, L Zhao
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-7, 2012
162012
The effect of time series distance functions on functional climate networks
LN Ferreira, NCR Ferreira, EEN Macau, RV Donner
The European Physical Journal Special Topics 230, 2973-2998, 2021
142021
The small-world network of global protests
LN Ferreira, I Hong, A Rutherford, M Cebrian
Scientific Reports 11 (1), 19215, 2021
102021
From spatio-temporal data to chronological networks: An application to wildfire analysis
DA Vega-Oliveros, M Cotacallapa, LN Ferreira, M Quiles, Z Liang, ...
34th ACM/SIGAPP Symposium on Applied Computing, 675, 2019
92019
Detecting time series periodicity using complex networks
LN Ferreira, L Zhao
2014 Brazilian Conference on intelligent systems, 402-407, 2014
92014
Measuring the engagement level in encrypted group conversations by using temporal networks
M Cotacallapa, L Berton, LN Ferreira, MG Quiles, L Zhao, EEN Macau, ...
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
42020
Nonlinear and periodic dynamics of chaotic hydro-thermal process of Skokomish river
H Ruskeepää, LN Ferreira, MA Ghorbani, E Kahya, G Golmohammadi, ...
Stochastic Environmental Research and Risk Assessment 37 (7), 2739-2756, 2023
22023
Code and extra information for the paper: A time series clustering technique based on community detection in networks
LN Ferreira, L Zhao
22015
Técnica de agrupamento de dados baseada em redes complexas para o posicionamento de cluster heads em rede de sensores sem fio
LN Ferreira
Universidade de São Paulo, 2012
22012
Community detection approach for cluster formation in wireless sensor networks
LN Ferreira, AR Pinto, AA Lopes, L Zhao
Congresso Brasileiro de Inteligencia Computacional, 2011
22011
Projections of severe weather and the impacts on transmission line towers in Santa Catarina, Brazil, under future scenarios of global climate change
NCR Ferreira, PS Tavares, GS Medeiros, LN Ferreira, P Borges, SC Chou, ...
Derbyana 44, 2023
12023
Assessing the epidemic impact of protests during the COVID-19 pandemic
I Hong, LN Ferreira, A Rutherford, M Cebrian
medRxiv, 2022.10. 10.22280896, 2022
12022
Beyond the shortest path: the path length index as a distribution
LBL Santos, LM Carvalho, GG Soares, LN Ferreira, IM Sokolov
arXiv preprint arXiv:2210.03216, 2022
12022
From Time Series to Networks in R with the ts2net Package
LN Ferreira
arXiv preprint arXiv:2208.09660, 2022
12022
Dynamic community detection into analyzing of wildfires events
AMMM Gouvêa, DA Vega-Oliveros, M Cotacallapa, LN Ferreira, ...
International Conference on Computational Science and Its Applications, 1032 …, 2020
12020
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Artículos 1–20