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ORCIDLuciana A. S. Romani
Person information
- affiliation: Brazilian Agricultural Research Corporation, Campinas, Brazil
- affiliation (former): University of São Paulo, Brazil
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2020 – today
- 2020
[j8]João Paulo da Silva
, Jurandir Zullo Jr., Luciana Alvim Santos Romani:
A Time Series Mining Approach for Agricultural Area Detection. IEEE Trans. Big Data 6(3): 537-546 (2020)
2010 – 2019
- 2017
- [c26]Renata Ribeiro do Valle Gonçalves, Jurandir Zullo Jr., Luciana Alvim Santos Romani, Bruno Ferraz do Amaral, Elaine Parros Machado de Sousa:
Agricultural monitoring using clustering techniques on satellite image time series of low spatial resolution. MultiTemp 2017: 1-4 - [c25]Rachel Scrivani, Jurandir Zullo Jr., Luciana Alvim Santos Romani:
SITS for estimating sugarcane production. MultiTemp 2017: 1-4 - 2016
- [j7]Christian Cesar Bones, Luciana A. S. Romani, Elaine P. M. de Sousa:
Clustering Multivariate Data Streams by Correlating Attributes using Fractal Dimension. J. Inf. Data Manag. 7(3): 249-264 (2016) - [c24]Christian Cesar Bones, Luciana A. S. Romani, Elaine P. M. de Sousa:
Improving Multivariate Data Streams Clustering. ICCS 2016: 461-471 - [c23]Rodolfo M. S. Mendes, Humberto Luiz Razente, Maria Camila Nardini Barioni, Luciana Alvim Santos Romani:
Impacto da amostragem aleatória uniforme para o aumento da escalabilidade na geração de agrupamentos hierárquicos de séries espaço-temporais. SBBD 2016: 193-198 - 2015
- [c22]Rachel Scrivani, R. R. V. Goncalves, Jurandir Zullo Jr., Luciana A. S. Romani:
Agricultural monitoring assessment based on low spatial and high temporal resolution satellite: A comparison of AVHRR and MODIS. IGARSS 2015: 3405-3408 - [c21]Luciana A. S. Romani, Gabriel Magalhães, Martha D. Bambini, Silvio R. M. Evangelista:
Improving digital ecosystems for agriculture: users participation in the design of a mobile app for agrometeorological monitoring. MEDES 2015: 234-241 - [c20]Renata Ribeiro do Valle Gonçalves, Jurandir Zullo Jr., Tais Marques Peron, Silvio Roberto de Medeiros Evangelista, Luciana Alvim Santos Romani:
Numerical models to forecast the sugarcane production in regional scale based on time series of NDVI/AVHRR images. MultiTemp 2015: 1-4 - [c19]Christian Cesar Bones, Luciana A. S. Romani, Elaine P. M. de Sousa:
Clustering Multivariate Climate Data Streamsusing Fractal Dimension. SBBD 2015: 41-52 - [i1]José F. Rodrigues Jr., Luciana A. S. Romani, Agma J. M. Traina, Caetano Traina Jr.:
Combining Visual Analytics and Content Based Data Retrieval Technology for Efficient Data Analysis. CoRR abs/1506.07915 (2015) - 2014
- [j6]Robson L. F. Cordeiro, Fan Guo, Donna S. Haverkamp, James H. Horne, Ellen K. Hughes, Gunhee Kim, Luciana A. S. Romani, Priscila P. Coltri, Tamires T. Souza, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos:
QuMinS: Fast and scalable querying, mining and summarizing multi-modal databases. Inf. Sci. 264: 211-229 (2014) - [c18]Daniel Y. T. Chino, Renata Ribeiro do Valle Gonçalves, Luciana A. S. Romani, Caetano Traina Jr., Agma J. M. Traina:
TrieMotif - A New and Efficient Method to Mine Frequent K-Motifs from Large Time Series. ICEIS (1) 2014: 60-69 - [c17]Daniel Y. T. Chino, Renata Ribeiro do Valle Gonçalves, Luciana A. S. Romani, Caetano Traina Jr., Agma J. M. Traina:
Discovering Frequent Patterns on Agrometeorological Data with TrieMotif. ICEIS (Revised Selected Papers) 2014: 91-107 - [c16]Bruno Ferraz do Amaral, Daniel Y. T. Chino, Luciana A. S. Romani, Renata Ribeiro do Valle Gonçalves, Agma J. M. Traina, Elaine P. M. de Sousa:
The SITSMining Framework - A Data Mining Approach for Satellite Image Time Series. ICEIS (1) 2014: 225-232 - [c15]Rachel Scrivani, Renata Ribeiro do Valle Gonçalves, Luciana A. S. Romani, Stanley R. M. Oliveira, Eduardo Delgado Assad:
An approach based on satellite image time series mining to identify region susceptible to desertification. IGARSS 2014: 847-850 - [c14]Renata Ribeiro do Valle Gonçalves, Jurandir Zullo Jr., Bruno Ferraz do Amaral, Priscila Pereira Coltri, Elaine Parros Machado de Sousa, Luciana Alvim Santos Romani:
Land use temporal analysis through clustering techniques on satellite image time series. IGARSS 2014: 2173-2176 - 2013
- [j5]Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Priscila P. Coltri, Agma J. M. Traina, Elaine P. M. de Sousa:
Finding Spatio-Temporal Patterns in Multidimensional Data Streams. J. Inf. Data Manag. 4(3): 327-340 (2013) - [j4]Priscila Pereira Coltri, Jurandir Zullo Jr., Renata Ribeiro do Valle Gonçalves, Luciana A. S. Romani, Hilton Silveira Pinto:
Coffee Crop's Biomass and Carbon Stock Estimation With Usage of High Resolution Satellites Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(3): 1786-1795 (2013) - [j3]Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Daniel Y. T. Chino, Jurandir Zullo Jr., Richard Chbeir, Caetano Traina Jr., Agma J. M. Traina:
A New Time Series Mining Approach Applied to Multitemporal Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 51(1): 140-150 (2013) - [c13]Daniel Y. T. Chino, Luciana A. S. Romani, Letricia P. S. Avalhais, Willian D. Oliveira, Renata Ribeiro do Valle Gonçalves, Caetano Traina Jr., Agma J. M. Traina:
The NInA Framework - Using Gesture to Improve Interaction and Collaboration in Geographical Information Systems. ICEIS (3) 2013: 58-66 - [c12]Luciana A. S. Romani, Daniel Y. T. Chino, Letricia P. S. Avalhais, Willian D. Oliveira, Renata R. Gonçalves, Caetano Traina Jr., Agma J. M. Traina:
Involving users in the gestural language definition process for the NInA framework. IHC 2013: 280-283 - [c11]Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Priscila P. Coltri, Caetano Traina Jr., Robson Leonardo Ferreira Cordeiro, Elaine P. M. de Sousa, Agma J. M. Traina:
Analysis of large scale climate data: how well climate change models and data from real sensor networks agree? WWW (Companion Volume) 2013: 517-526 - 2012
- [c10]Marcos Daniel Cano, Marilde Terezinha Prado Santos, Ana Maria Heuminski de Ávila, Luciana A. S. Romani, Agma J. M. Traina, Marcela Xavier Ribeiro:
SART: A New Association Rule Method for Mining Sequential Patterns in Time Series of Climate Data. ICCSA (3) 2012: 743-757 - [c9]Renata Ribeiro do Valle Gonçalves, Jurandir Zullo Jr., Priscila P. Coltri, Luciana A. S. Romani:
Evi's estimation to improve the monitoring of sugarcane using TRMM satellite data. IGARSS 2012: 6609-6612 - [c8]Priscila P. Coltri, Jurandir Zullo Jr., R. R. V. Goncalves, Luciana A. S. Romani, Hilton Silveira Pinto:
Carbon stock estimation in coffee crops using high resolution satellites. IGARSS 2012: 6657-6660 - [c7]Luciana A. S. Romani, Renata Ribeiro do Valle Gonçalves, Daniel Y. T. Chino, Agma J. M. Traina:
Challenges for users and designers in the design process of a satellite images handling system. IHC (Companion) 2012: 13-16 - [c6]Santiago Augusto Nunes, Ana Maria Heuminski de Ávila, Luciana A. S. Romani, Agma J. M. Traina, Priscila P. Coltri, Elaine P. M. de Sousa:
To be or not to be real: fractal analysis of data streams from a regional climate change model. SAC 2012: 831-832 - 2011
- [j2]Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Caetano Traina Jr., Elaine P. M. de Sousa, Agma J. M. Traina:
Fractal-based Analysis to Identify Trend Changes in Multiple Climate Time Series. J. Inf. Data Manag. 2(1): 51-58 (2011) - 2010
- [b1]Luciana Alvim Santos Romani:
Integrating time series mining and fractals to discover patterns and extreme events in climate and remote sensing databases. University of São Paulo, Brazil, 2010 - [j1]Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Jurandir Zullo Jr., Caetano Traina Jr., Agma J. M. Traina:
Mining Relevant and Extreme Patterns on Climate Time Series with CLIPSMiner. J. Inf. Data Manag. 1(2): 245-260 (2010) - [c5]Luciana A. S. Romani, R. R. V. Goncalves, Jurandir Zullo Jr., Caetano Traina Jr., Agma J. M. Traina:
New DTW-based method to similarity search in sugar cane regions represented by climate and remote sensing time series. IGARSS 2010: 355-358 - [c4]José Fernando Rodrigues Jr., Luciana A. S. Romani, Agma Juci Machado Traina, Caetano Traina Jr.:
Combining Visual Analytics and Content Based Data Retrieval Technology for Efficient Data Analysis. IV 2010: 61-67 - [c3]Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Jurandir Zullo Jr., Richard Chbeir, Caetano Traina Jr., Agma J. M. Traina:
CLEARMiner: a new algorithm for mining association patterns on heterogeneous time series from climate data. SAC 2010: 900-905 - [c2]Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Caetano Traina Jr., Elaine P. M. de Sousa, Agma J. M. Traina:
Análise baseada em Fractais para Identificação de Mudanças de Tendências em Múltiplas Séries Climáticas. SBBD (Posters) 2010: 9:1-9:8
2000 – 2009
- 2009
- [c1]Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Jurandir Zullo Jr., Caetano Traina Jr., Agma J. M. Traina:
Mining Climate and Remote Sensing Time Series to Discover the Most Relevant Climate Patterns. SBBD 2009: 181-195
Coauthor Index
aka: Elaine Parros Machado de Sousa
aka: Agma Juci Machado Traina
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