Mining Climate and Remote Sensing Time Series to Discover the Most Relevant Climate Patterns. - Luciana A. S. Romani; Ana Maria Heuminski de Ávila; Jurandir Zullo Jr.; Caetano Traina Jr.; Agma J. M. Traina (SBBD, 2009)

New DTW-based method to similarity search in sugar cane regions represented by climate and remote sensing time series. - Luciana A. S. Romani; R. R. V. Goncalves; Jurandir Zullo Jr.; Caetano Traina Jr.; Agma J. M. Traina (IGARSS, 2010)

Combining Visual Analytics and Content Based Data Retrieval Technology for Efficient Data Analysis. - José Fernando Rodrigues Jr.; Luciana A. S. Romani; Agma Juci Machado Traina; Caetano Traina Jr. (IV, 2010)

CLEARMiner: a new algorithm for mining association patterns on heterogeneous time series from climate data. - Luciana A. S. Romani; Ana Maria Heuminski de Ávila; Jurandir Zullo Jr.; Richard Chbeir; Caetano Traina Jr.; Agma J. M. Traina (SAC, 2010)

Análise baseada em Fractais para Identificação de Mudanças de Tendências em Múltiplas Séries Climáticas. - Santiago Augusto Nunes; Luciana A. S. Romani; Ana Maria Heuminski de Ávila; Caetano Traina Jr.; Elaine P. M. de Sousa; Agma J. M. Traina (SBBD (Posters), 2010)

Mining Relevant and Extreme Patterns on Climate Time Series with CLIPSMiner. - Luciana A. S. Romani; Ana Maria Heuminski de Ávila; Jurandir Zullo Jr.; Caetano Traina Jr.; Agma J. M. Traina (J. Inf. Data Manag., 2010)

Integrating time series mining and fractals to discover patterns and extreme events in climate and remote sensing databases. - Luciana Alvim Santos Romani (2010)

Fractal-based Analysis to Identify Trend Changes in Multiple Climate Time Series. - Santiago Augusto Nunes; Luciana A. S. Romani; Ana Maria Heuminski de Ávila; Caetano Traina Jr.; Elaine P. M. de Sousa; Agma J. M. Traina (J. Inf. Data Manag., 2011)

SART: A New Association Rule Method for Mining Sequential Patterns in Time Series of Climate Data. - Marcos Daniel Cano; Marilde Terezinha Prado Santos; Ana Maria Heuminski de Ávila; Luciana A. S. Romani; Agma J. M. Traina; Marcela Xavier Ribeiro (ICCSA (3), 2012)

Carbon stock estimation in coffee crops using high resolution satellites. - Priscila P. Coltri; Jurandir Zullo Jr.; R. R. V. Goncalves; Luciana A. S. Romani; Hilton Silveira Pinto (IGARSS, 2012)

Evi's estimation to improve the monitoring of sugarcane using TRMM satellite data. - Renata Ribeiro do Valle Gonçalves; Jurandir Zullo Jr.; Priscila P. Coltri; Luciana A. S. Romani (IGARSS, 2012)

Challenges for users and designers in the design process of a satellite images handling system. - Luciana A. S. Romani; Renata Ribeiro do Valle Gonçalves; Daniel Y. T. Chino; Agma J. M. Traina (IHC (Companion), 2012)

To be or not to be real: fractal analysis of data streams from a regional climate change model. - Santiago Augusto Nunes; Ana Maria Heuminski de Ávila; Luciana A. S. Romani; Agma J. M. Traina; Priscila P. Coltri; Elaine P. M. de Sousa (SAC, 2012)

The NInA Framework - Using Gesture to Improve Interaction and Collaboration in Geographical Information Systems. - 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 (ICEIS (3), 2013)

Involving users in the gestural language definition process for the NInA framework. - 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 (IHC, 2013)

Analysis of large scale climate data: how well climate change models and data from real sensor networks agree? - 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 (WWW (Companion Volume), 2013)

Finding Spatio-Temporal Patterns in Multidimensional Data Streams. - Santiago Augusto Nunes; Luciana A. S. Romani; Ana Maria Heuminski de Ávila; Priscila P. Coltri; Agma J. M. Traina; Elaine P. M. de Sousa (J. Inf. Data Manag., 2013)

Coffee Crop's Biomass and Carbon Stock Estimation With Usage of High Resolution Satellites Images. - Priscila Pereira Coltri; Jurandir Zullo Jr.; Renata Ribeiro do Valle Gonçalves; Luciana A. S. Romani; Hilton Silveira Pinto (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

A New Time Series Mining Approach Applied to Multitemporal Remote Sensing Imagery. - 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 (IEEE Trans. Geosci. Remote. Sens., 2013)

The SITSMining Framework - A Data Mining Approach for Satellite Image Time Series. - 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 (ICEIS (1), 2014)

TrieMotif - A New and Efﬁcient Method to Mine Frequent K-Motifs from Large Time Series. - Daniel Y. T. Chino; Renata Ribeiro do Valle Gonçalves; Luciana A. S. Romani; Caetano Traina Jr.; Agma J. M. Traina (ICEIS (1), 2014)

Discovering Frequent Patterns on Agrometeorological Data with TrieMotif. - Daniel Y. T. Chino; Renata Ribeiro do Valle Gonçalves; Luciana A. S. Romani; Caetano Traina Jr.; Agma J. M. Traina (ICEIS (Revised Selected Papers), 2014)

Land use temporal analysis through clustering techniques on satellite image time series. - Renata Ribeiro do Valle Gonçalves; Jurandir Zullo Jr.; Bruno Ferraz do Amaral; Priscila Pereira Coltri; Elaine Parros Machado de Sousa; Luciana Alvim Santos Romani (IGARSS, 2014)

An approach based on satellite image time series mining to identify region susceptible to desertification. - Rachel Scrivani; Renata Ribeiro do Valle Gonçalves; Luciana A. S. Romani; Stanley R. M. Oliveira; Eduardo Delgado Assad (IGARSS, 2014)

QuMinS: Fast and scalable querying, mining and summarizing multi-modal databases. - Robson L. F. Cordeiro; Fan Guo 006; 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 (Inf. Sci., 2014)

Agricultural monitoring assessment based on low spatial and high temporal resolution satellite: A comparison of AVHRR and MODIS. - Rachel Scrivani; R. R. V. Goncalves; Jurandir Zullo Jr.; Luciana A. S. Romani (IGARSS, 2015)

Improving digital ecosystems for agriculture: users participation in the design of a mobile app for agrometeorological monitoring. - Luciana A. S. Romani; Gabriel Magalhães 002; Martha D. Bambini; Silvio R. M. Evangelista (MEDES, 2015)

Numerical models to forecast the sugarcane production in regional scale based on time series of NDVI/AVHRR images. - Renata Ribeiro do Valle Gonçalves; Jurandir Zullo Jr.; Tais Marques Peron; Silvio Roberto de Medeiros Evangelista; Luciana Alvim Santos Romani (MultiTemp, 2015)

Clustering Multivariate Climate Data Streamsusing Fractal Dimension. - Christian Cesar Bones; Luciana A. S. Romani; Elaine P. M. de Sousa (SBBD, 2015)

Improving Multivariate Data Streams Clustering. - Christian Cesar Bones; Luciana A. S. Romani; Elaine P. M. de Sousa (ICCS, 2016)

Impacto da amostragem aleatória uniforme para o aumento da escalabilidade na geração de agrupamentos hierárquicos de séries espaço-temporais. - Rodolfo M. S. Mendes; Humberto Luiz Razente; Maria Camila Nardini Barioni; Luciana Alvim Santos Romani (SBBD, 2016)

Clustering Multivariate Data Streams by Correlating Attributes using Fractal Dimension. - Christian Cesar Bones; Luciana A. S. Romani; Elaine P. M. de Sousa (J. Inf. Data Manag., 2016)

Agricultural monitoring using clustering techniques on satellite image time series of low spatial resolution. - Renata Ribeiro do Valle Gonçalves; Jurandir Zullo Jr.; Luciana Alvim Santos Romani; Bruno Ferraz do Amaral; Elaine Parros Machado de Sousa (MultiTemp, 2017)

SITS for estimating sugarcane production. - Rachel Scrivani; Jurandir Zullo Jr.; Luciana Alvim Santos Romani (MultiTemp, 2017)

A Time Series Mining Approach for Agricultural Area Detection. - João Paulo da Silva; Jurandir Zullo Jr.; Luciana Alvim Santos Romani (IEEE Trans. Big Data, 2020)