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Rubens Augusto Camargo Lamparelli

CV Lattes ORCID


Universidade Estadual de Campinas (UNICAMP). Núcleo Interdisciplinar de Planejamento Energético (NIPE)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

Rubens Augusto Camargo Lamparelli in research grants and scholarships supported by FAPESP.

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Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (42)
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

MELO DE OLIVEIRA SANTOS, CECILIA LIRA; CAMARGO LAMPARELLI, RUBENS AUGUSTO; DANTAS ARAUJO FIGUEIREDO, GLEYCE KELLY; DUPUY, STEPHANE; BOURY, JULIE; DOS SANTOS LUCIANO, ANA CLAUDIA; TORRES, RICARDO DA SILVA; LE MAIRE, GUERRIC. Classification of Crops, Pastures, and Tree Plantations along the Season with Multi-Sensor Image Time Series in a Subtropical Agricultural Region. REMOTE SENSING, v. 11, n. 3, . (14/50715-9, 15/24494-8, 13/50155-0, 14/12236-1)

WALDNER, FRANCOIS; BELLEMANS, NICOLAS; HOCHMAN, ZVI; NEWBY, TERENCE; DE ABELLEYRA, DIEGO; VERON, SANTIAGO R.; BARTALEV, SERGEY; LAVRENIUK, MYKOLA; KUSSUL, NATALIIA; LE MAIRE, GUERRIC; et al. Roadside collection of training data for cropland mapping is viable when environmental and management gradients are surveyed. International Journal of Applied Earth Observation and Geoinformation, v. 80, p. 82-93, . (14/50715-9)

OLIVEIRA, ALBERTO; OAKLEY, ERIC; TORRES, RICARDO DA SILVA; ROCHA, ANDERSON. Relevance prediction in similarity-search systems using extreme value theory. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 60, p. 236-249, . (14/50715-9, 16/50250-1, 17/20945-0, 14/12236-1, 17/12646-3, 13/50155-0, 15/24494-8)

PEREIRA, ERICO M.; TORRES, RICARDO DA S.; DOS SANTOS, JEFERSSON A.. A genetic algorithm approach for image representation learning through color quantization. MULTIMEDIA TOOLS AND APPLICATIONS, v. 80, n. 10, p. 15315-15350, . (13/50169-1, 16/50250-1, 15/24494-8, 17/20945-0, 13/50155-0, 14/50715-9, 14/12236-1)

DOS SANTOS, MATEUS ALVES; VALADARES, RAFAEL VASCONCELOS; LIMA NEVES, JULIO CESAR; DA SILVA, IVO RIBEIRO; TOTOLA, MARCOS ROGERIO; COSTA, MAURICIO DUTRA. Ammonium nitrogen increases Ca uptake from non-exchangeable reservoirs by eucalypt plants. FOREST ECOLOGY AND MANAGEMENT, v. 465, . (18/24707-0)

SMETHURST, PHILIP J.; VALADARES, RAFAEL V.; HUTH, I, NEIL; ALMEIDA, AURO C.; ELLI, ELVIS F.; NEVES, JULIO C. L.. Generalized model for plantation production of Eucalyptus grandis and hybrids for genotype-site-management applications. FOREST ECOLOGY AND MANAGEMENT, v. 469, . (18/24707-0)

FERREIRA GOMES, LUIZ ALBERTO; TORRES, RICARDO DA SILVA; CORTES, MARIO LTICIO. Bug report severity level prediction in open source software: A survey and research opportunities. INFORMATION AND SOFTWARE TECHNOLOGY, v. 115, p. 58-78, . (14/50715-9, 16/50250-1, 13/50169-1, 14/12236-1, 17/20945-0, 13/50155-0, 15/24494-8)

JOLIVOT, AUDREY; LEBOURGEOIS, VALENTINE; LEROUX, LOUISE; AMELINE, MAEL; ANDRIAMANGA, VALERIE; BELLON, BEATRIZ; CASTETS, MATHIEU; CRESPIN-BOUCAUD, ARTHUR; DEFOURNY, PIERRE; DIAZ, SANTIANA; et al. Harmonized in situ datasets for agricultural land use mapping and monitoring in tropical countries. EARTH SYSTEM SCIENCE DATA, v. 13, n. 12, p. 5951-5967, . (14/50715-9)

CABRAL, OSVALDO M. R.; FREITAS, HELBER CUSTODIO; CUADRA, SANTIAGO VIANA; DE ANDRADE, CRISTIANO ALBERTO; RAMOS, NILZA PATRICIA; GRUTZMACHER, PRISCILA; GALDOS, MARCELO; CONTADOR PACKER, ANA PAULA; DA ROCHA, HUMBERTO RIBEIRO; ROSSI, PAULO. The sustainability of a sugarcane plantation in Brazil assessed by the eddy covariance fluxes of greenhouse gases. Agricultural and Forest Meteorology, v. 282, . (14/24452-0, 14/50715-9)

GUIMARAES PEDRONETTE, DANIEL CARLOS; VALEM, LUCAS PASCOTTI; ALMEIDA, JURANDY; TONES, RICARDO DA S.. Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold Ranking. IEEE Transactions on Image Processing, v. 28, n. 12, p. 5824-5838, . (14/50715-9, 16/50250-1, 17/25908-6, 17/20945-0, 14/12236-1, 16/06441-7, 18/15597-6, 13/50155-0, 17/02091-4, 15/24494-8)

LE MAIRE, GUERRIC; GUILLEMOT, JOANNES; CAMPOE, OTAVIO C.; STAPE, JOSE-LUIZ; LACLAU, JEAN-PAUL; NOUVELLON, YANN. Light absorption, light use efficiency and productivity of 16 contrasted genotypes of several Eucalyptus species along a 6-year rotation in Brazil. FOREST ECOLOGY AND MANAGEMENT, v. 449, . (14/50715-9)

ALMEIDA, ALEXANDRE E.; TORRES, RICARDO DA S.. Remote Sensing Image Classification Using Genetic-Programming-Based Time Series Similarity Functions. IEEE Geoscience and Remote Sensing Letters, v. 14, n. 9, p. 1499-1503, . (15/02105-0, 13/50169-1, 14/50715-9, 14/12236-1, 13/50155-0)

CORDOVA NEIRA, MANUEL ALBERTO; MENDES JUNIOR, PEDRO RIBEIRO; ROCHA, ANDERSON; TORRES, RICARDO DA SILVA. Data-Fusion Techniques for Open-Set Recognition Problems. IEEE ACCESS, v. 6, p. 21242-U24, . (13/50169-1, 17/12646-3, 14/50715-9, 17/20945-0, 15/24494-8, 14/12236-1, 13/50155-0, 16/50250-1)

MENINI, NATHALIA; ALMEIDA, ALEXANDRE E.; LAMPARELLI, RUBENS; LE MAIRE, GUERRIC; DOS SANTOS, JEFERSSON A.; PEDRINI, HELIO; HIROTA, MARINA; TORRES, RICARDO DA S.. A Soft Computing Framework for Image Classification Based on Recurrence Plots. IEEE Geoscience and Remote Sensing Letters, v. 16, n. 2, p. 320-324, . (13/50169-1, 17/12646-3, 15/02105-0, 14/50715-9, 16/26170-8, 18/06918-3, 14/12236-1, 13/50155-0)

ESMAEL, AGNALDO APARECIDO; DOS SANTOS, JEFERSSON ALEX; TORRES, RICARDO DA SILVA. On the ensemble of multiscale object-based classifiers for aerial images: a comparative study. MULTIMEDIA TOOLS AND APPLICATIONS, v. 77, n. 19, p. 24565-24592, . (14/50715-9, 16/50250-1, 13/50169-1, 14/12236-1, 17/20945-0, 13/50155-0, 15/24494-8)

ALBARRACIN, JUAN F. H.; OLIVEIRA, RAFAEL S.; HIROTA, MARINA; DOS SANTOS, JEFERSSON A.; TORRES, RICARDO DA S.. A Soft Computing Approach for Selecting and Combining Spectral Bands. REMOTE SENSING, v. 12, n. 14, . (15/02105-0, 14/50715-9, 13/50169-1, 16/08085-3, 14/12236-1, 17/12646-3, 16/26170-8, 13/50155-0, 18/06918-3)

GUIMARAES PEDRONETTE, DANIEL CARLOS; VALEM, LUCAS PASCOTTI; TORRES, RICARDO DA S.. A BFS-Tree of ranking references for unsupervised manifold learning. PATTERN RECOGNITION, v. 111, . (16/50250-1, 15/24494-8, 13/50155-0, 18/15597-6, 13/50169-1, 17/20945-0, 14/12236-1, 17/25908-6, 14/50715-9)

DA SILVA, YANE DE FREITAS; APARECIDA DOS REIS, ALINY; SAMPAIO WERNER, JOAO PAULO; VASCONCELOS VALADARES, RAFAEL; CAMPBELL, ELEANOR E.; AUGUSTO CAMARGO LAMPARELLI, RUBENS; MAGALHAES, PAULO SERGIO GRAZIANO; FIGUEIREDO, GLEYCE KELLY DANTAS ARAUJO. Assessing the capability of MODIS to monitor mixed pastures with high-intensity grazing at a fine-scale. GEOCARTO INTERNATIONAL, . (17/50205-9, 18/24707-0, 18/24985-0)

PEREIRA, ERICO M.; TORRES, RICARDO DA S.; DOS SANTOS, JEFERSSON A.. A genetic algorithm approach for image representation learning through color quantization. MULTIMEDIA TOOLS AND APPLICATIONS, v. 80, n. 10, . (13/50155-0, 14/12236-1, 16/50250-1, 15/24494-8, 13/50169-1, 17/20945-0, 14/50715-9)

FERREIRA GOMES, LUIZ ALBERTO; TORRES, RICARDO DA SILVA; CORTES, MARIO LUCIO. On the prediction of long-lived bugs: An analysis and comparative study using FLOSS projects. INFORMATION AND SOFTWARE TECHNOLOGY, v. 132, . (14/50715-9, 16/50250-1, 14/12236-1, 15/24494-8, 17/20945-0, 13/50155-0)

CAMPANA, JOSE L. FLORES; PINTO, ALLAN; CORDOVA NEIRA, MANUEL ALBERTO; LORGUS DECKER, LUIS GUSTAVO; SANTOS, ANDREZA; CONCEICAO, JHONATAS S.; TORRES, RICARDO DA SILVA. On the Fusion of Text Detection Results: A Genetic Programming Approach. IEEE ACCESS, v. 8, p. 81257-81270, . (19/16253-1, 16/50250-1, 14/50715-9, 17/20945-0, 14/12236-1, 13/50155-0, 15/24494-8)

DIAS, DANIELLE; DIAS, ULISSES; MENINI, NATHALIA; LAMPARELLI, RUBENS; LE MAIRE, GUERRIC; TORRES, RICARDO DA S.. Image-Based Time Series Representations for Pixelwise Eucalyptus Region Classification: A Comparative Study. IEEE Geoscience and Remote Sensing Letters, v. 17, n. 8, p. 1450-1454, . (14/50715-9, 17/20945-0, 15/24494-8, 14/12236-1, 13/50155-0, 16/50250-1)

FADEL, SAMUEL G.; TORRES, RICARDO DA S.. Neural relational inference for disaster multimedia retrieval. MULTIMEDIA TOOLS AND APPLICATIONS, v. 79, n. 35-36, . (14/50715-9, 16/50250-1, 17/24005-2, 17/20945-0, 14/12236-1, 13/50169-1, 13/50155-0, 15/24494-8)

PISANI, FLAVIA; PASCOTTI VALEM, LUCAS; GUIMARAES PEDRONETTE, DANIEL CARLOS; DA S. TORRES, RICARDO; BORIN, EDSON; BRETERNITZ, MAURICIO. A unified model for accelerating unsupervised iterative re-ranking algorithms. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, v. 32, n. 14, . (14/50715-9, 13/50169-1, 14/12236-1, 13/08645-0, 13/50155-0, 15/24494-8)

DOS SANTOS LUCIANO, ANA CLAUDIA; ARAUJO PICOLI, MICHELLE CRISTINA; ROCHA, JANSLE VIEIRA; DUFT, DANIEL GARBELLINI; CAMARGO LAMPARELLI, RUBENS AUGUSTO; LIMA VERDE LEAL, MANOEL REGIS; LE MAIRE, GUERRIC. A generalized space-time OBIA classification scheme to map sugarcane areas at regional scale, using Landsat images time-series and the random forest algorithm. International Journal of Applied Earth Observation and Geoinformation, v. 80, p. 127-136, . (14/50715-9)

MOLIJN, RAMSES A.; IANNINI, LORENZO; DEKKER, PACO LOPEZ; MAGALHAES, PAULO S. G.; HANSSEN, RAMON F.. Vegetation Characterization through the Use of Precipitation-Affected SAR Signals. REMOTE SENSING, v. 10, n. 10, . (13/50943-9)

UCHOA MAIA RODRIGUES, DANIELE C.; MOURA, FELIPE A.; CUNHA, SERGIO AUGUSTO; TORRES, RICARDO DA S.. Graph visual rhythms in temporal network analyses. GRAPHICAL MODELS, v. 103, . (14/50715-9, 16/50250-1, 13/50169-1, 14/12236-1, 18/19007-9, 17/20945-0, 13/50155-0, 15/24494-8)

MUNOZ, JAVIER VARGAS; GONCALVES, MARCOS A.; DIAS, ZANONI; TORRES, RICARDO DA S.. Hierarchical Clustering-Based Graphs for Large Scale Approximate Nearest Neighbor Search. PATTERN RECOGNITION, v. 96, . (14/50715-9, 16/50250-1, 17/16246-0, 17/20945-0, 14/12236-1, 13/50169-1, 15/11937-9, 17/12646-3, 13/50155-0, 15/24494-8)

DIAS, DANIELLE; PINTO, ALLAN; DIAS, ULISSES; LAMPARELLI, RUBENS; LE MAIRE, GUERRIC; TORRES, RICARDO DA S.. A Multirepresentational Fusion of Time Series for Pixelwise Classification. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 13, p. 4399-4409, . (19/16253-1, 16/50250-1, 14/50715-9, 17/20945-0, 14/12236-1, 13/50155-0, 15/24494-8)

GUEVARA, JUDY C.; TORRES, RICARDO DA S.; DA FONSECA, NELSON L. S.. On the classification of fog computing applications: A machine learning perspective. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, v. 159, . (14/50715-9, 16/50250-1, 17/20945-0, 14/12236-1, 13/50169-1, 13/50155-0, 15/24494-8)

ATTIA, AHMED; NOUVELLON, YANN; CUADRA, SANTIAGO; CABRAL, OSVALDO; LACLAU, JEAN-PAUL; GUILLEMOT, JOANNES; CAMPOE, OTAVIO; STAPE, JOSE-LUIZ; GALDOS, MARCELO; LAMPARELLI, RUBENS; et al. Modelling carbon and water balance of Eucalyptus plantations at regional scale: Effect of climate, soil and genotypes. FOREST ECOLOGY AND MANAGEMENT, v. 449, . (14/50715-9, 12/06933-6)

MONTEIRO, LEONARDO A.; ALLEE, ANDREW M.; CAMPBELL, ELEANOR E.; LYND, LEE R.; SOARES, JOHNNY R.; JAISWAL, DEEPAK; DE CASTRO OLIVEIRA, JULIANNE; DOS SANTOS VIANNA, MURILO; MORISHIGE, ASHLEY E.; FIGUEIREDO, GLEYCE K. D. A.; et al. Assessment of yield gaps on global grazed-only permanent pasture using climate binning. GLOBAL CHANGE BIOLOGY, v. 26, n. 3, . (17/08970-0, 16/08742-4, 16/20307-1, 18/11052-5, 17/25023-4, 17/06037-4, 16/08741-8, 14/26767-9)

ARAUJO PICOLI, MICHELLE CRISTINA; CAMARGO LAMPARELLI, RUBENS AUGUSTO; SANO, EDSON EYJI; BATISTA DE MELLO, JEFFERSON RODRIGO; ROCHA, JANSLE VIEIRA. Effect of sugarcane-planting row directions on ALOS/PALSAR satellite images. GIScience & Remote Sensing, v. 50, n. 3, p. 349-357, . (08/06043-5)

MARIANO, GREICE C.; STAGGEMEIER, VANESSA G.; CERDEIRA MORELLATO, LEONOR PATRICIA; TORRES, RICARDO DA S.. Multivariate cyclical data visualization using radial visual rhythms: A case study in phenology analysis. ECOLOGICAL INFORMATICS, v. 46, p. 19-35, . (13/50169-1, 09/18438-7, 14/50715-9, 10/51307-0, 17/20945-0, 15/24494-8, 14/12236-1, 13/50155-0, 16/50250-1)

DOS SANTOS LUCIANO, ANA CLAUDIA; ARAUJO PICOLI, MICHELLE CRISTINA; ROCHA, JANSLE VIEIRA; JUNQUEIRA FRANCO, HENRIQUE COUTINHO; SANCHES, GUILHERME MARTINELI; LIMA VERDE LEAL, MANOEL REGIS; LE MAIRE, GUERRIC. Generalized space-time classifiers for monitoring sugarcane areas in Brazil. REMOTE SENSING OF ENVIRONMENT, v. 215, p. 438-451, . (14/50715-9)

VEZY, REMI; CHRISTINA, MATHIAS; ROUPSARD, OLIVIER; NOUVELLON, YANN; DUURSMA, REMKO; MEDLYN, BELINDA; SOMA, MAXIME; CHARBONNIER, FABIEN; BLITZ-FRAYRET, CELINE; STAPE, JOSE-LUIZ; et al. Measuring and modelling energy partitioning in canopies of varying complexity using MAESPA model. Agricultural and Forest Meteorology, v. 253, p. 203-217, . (14/50715-9)

NOGUEIRA, KEILLER; FADEL, SAMUEL G.; DOURADO, ICARO C.; WERNECK, RAFAEL DE O.; MUNOZ, V, JAVIER A.; PENATTI, OTAVIO A. B.; CALUMBY, RODRIGO T.; LI, LIN TZY; DOS SANTOS, JEFERSSON A.; TORRES, RICARDO DA S.. Exploiting ConvNet Diversity for Flooding Identification. IEEE Geoscience and Remote Sensing Letters, v. 15, n. 9, p. 1446-1450, . (13/50169-1, 14/50715-9, 15/24494-8, 14/12236-1, 16/18429-1, 13/50155-0)

WERNECK, RAFAEL DE OLIVEIRA; RAVEAUX, ROMAIN; TABBONE, SALVATORE; TORRES, RICARDO DA SILVA. Learning cost function for graph classification with open-set methods. PATTERN RECOGNITION LETTERS, v. 128, p. 8-15, . (13/50169-1, 14/50715-9, 17/20945-0, 15/24494-8, 14/12236-1, 17/16453-5, 16/18429-1, 13/50155-0)

DOS SANTOS LUCIANO, ANA CLAUDIA; ARAUJO PICOLI, MICHELLE CRISTINA; DUFT, DANIEL GARBELLINI; ROCHA, JANSLE VIEIRA; LIMA VERDE LEAL, MANOEL REGIS; LE MAIRE, GUERRIC. Empirical model for forecasting sugarcane yield on a local scale in Brazil using Landsat imagery and random forest algorithm. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 184, . (14/50715-9)

SILVA, EWERTON; TORRES, RICARDO S.; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; SILVA, THIAGO S. F.. A Change-Driven Image Foveation Approach for Tracking Plant Phenology. REMOTE SENSING, v. 12, n. 9, . (14/50715-9, 14/00215-0, 16/50250-1, 17/20945-0, 14/12236-1, 13/50155-0, 15/24494-8, 16/01413-5)

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

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