Modelos e métodos de e-Science para ciências da vida e agrárias

• Processo: 11/50761-2
• Modalidade de apoio: Auxílio à Pesquisa - Temático
• Vigência: 01 de fevereiro de 2012 - 30 de setembro de 2016
• Área do conhecimento: Ciências Exatas e da Terra - Ciência da Computação
• Convênio/Acordo: CNPq - Pronex
• Pesquisador responsável: Roberto Marcondes Cesar Junior
• Beneficiário: Roberto Marcondes Cesar Junior
• Instituição Sede: Instituto de Matemática e Estatística (IME). Universidade de São Paulo (USP). São Paulo , SP, Brasil
• Pesquisadores principais: Carlos Alberto Moreira Filho ; Claudia Maria Bauzer Medeiros ; Luciano da Fontoura Costa
• Auxílios(s) vinculado(s): 14/50769-1 - Hand tracking for occupational therapy, AP.R SPRINT; 15/05953-1 - ISMM 2015 - 12th International Symposium on Mathematical Morphology, AR.EXT; 14/50135-2 - Learning salient elements from videos using structural and temporal information, AP.R; + mais auxílios vinculados 13/25918-0 - Visita do prof. Dr. Stéphane Canu ao IME-USP, AV.EXT; 13/03535-2 - 11th International Symposium on Mathematical Morphology (ISMM 2013), AR.EXT; 12/50986-7 - Graph spectra and complex network evolution, AP.R; 12/08637-5 - Visita da Profa. Dr. Florence Tupin ao IME-USP, AV.EXT - menos auxílios vinculados
• Bolsa(s) vinculada(s): 16/13791-4 - Um arcabouço para análise e rastreamento de gestos de mão: casos com formas e movimentos não usuais, BP.DR; 15/13430-9 - Enumerando histórias metabólicas multidimensionais: modelos e métodos, BP.PD; 15/18942-8 - Associando Redes Complexas com Espaços Efetivos de Atributos, BP.PD; + mais bolsas vinculadas 15/18117-7 - Método para amostragem de experiências e intervenção programada (ESPIM), BP.PD; 15/08003-4 - Abordagem de redes complexas em e-Science e dados dinâmicos, BP.PD; 15/07252-0 - Documentos interativos para coleta especializada de experiências do cotidiano: operações para autoria, compartilhamento e análise, BP.DR; 15/11693-2 - Programa de atividades e justificativa para bolsa de treinamento técnico V: gerente dos projetos de software livre ligados ao projeto temático, BP.TT; 14/24918-0 - Deep learning fracamente supervisionado para detecção de faces e atributos de pessoas, BP.DR; 15/03475-5 - Olhando para a cidade: big data e visão computacional para análise de ambientes urbanos, BP.IC; 14/06549-7 - Programa de atividades e justificativa para bolsa de treinamento técnico V: gerente dos projetos de software livre ligados ao projeto temático, BP.TT; 13/00613-2 - Modelos e métodos de e-Science para ciências da vida e agrárias, BP.TT; 12/19164-0 - Proposta de uma metodologia quantitativa de análise do jogo em esportes coletivos de invasão baseada em um modelo formal de estratégia: aplicação ao basquetebol e ao futebol, BP.PD; 12/16072-8 - Gerente dos projetos de software livre ligados ao projeto temático, BP.TT - menos bolsas vinculadas
• Assunto(s): Banco de dados Biologia computacional Mineração de dados Reconhecimento de padrões
• Palavra(s)-Chave do Pesquisador: Bancos De Dados | Bioinformatica | Biologia De Sistemas | Escience | Mineracao De Dados | Reconhecimento De Padroes

Resumo

A ciência moderna é crescentemente interdisciplinar e intensiva em dados. Na área de ciências da vida, por exemplo, com o surgimento de plataformas de alto desempenho para análise de imagens e estudos genômicos, o gargalo não está mais na aquisição de dados, mas sim no seu armazenamento, processamento, análise e visualização. Este cenário levou ao surgimento de um novo campo de pesquisa - eScience - que combina pesquisa avançada em computação e em modelagem matemática para permitir e acelerar pesquisa em outros domínios do conhecimento, desde as ciências exatas até as humanidades e artes. A eScience envolve a chamada "computação centrada em dados" (data-intensive computing), com a busca de soluções para gerenciamento de grandes volumes de dados produzidos por (e para) experimentos científicos, para que a descoberta científica não venha a ser detida pelo "dilúvio de dados". Este projeto visa a criação de uma rede colaborativa de eScience para acelerar pesquisa avançada em ciências da vida (biologia, medicina, oceanografia) e ciências agrárias. Está estruturado em tomo de cinco linhas de pesquisa - biologia de sistemas, planejamento de safras, computação visual, modelagem matemática e bancos de dados. Dentro dessas linhas, serão tratadas questões em aberto associadas às principais componentes de um ambiente de pesquisa em eScience: armazenamento, processamento, análise e visualização de grandes volumes de dados científicos. Os pesquisadores principais têm histórico de cooperação e coordenação de projetos nessas linhas. Questões de interoperalidade permeiam todo o projeto. (AU)

Publicações científicas

(148)

(Referências obtidas automaticamente do Web of Science e do SciELO, por meio da informação sobre o financiamento pela FAPESP e o número do processo correspondente, incluída na publicação pelos autores)

MENDEZ-BERMUDEZ, J. A.; FERRAZ DE ARRUDA, GUILHERME; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Scaling properties of multilayer random networks. Physical Review E, v. 96, n. 1, JUL 7 2017. (13/26416-9, 11/50761-2, 12/25219-2)

JACOMINI, RICARDO DE SOUZA; MARTINS, JR., DAVID CORREA; DA SILVA, FELIPE LENO; REALI COSTA, ANNA HELENA. GeNICE: A Novel Framework for Gene Network Inference by Clustering, Exhaustive Search, and Multivariate Analysis. JOURNAL OF COMPUTATIONAL BIOLOGY, v. 24, n. 8, p. 809-830, AUG 2017. (16/21047-3, 11/50761-2, 15/16310-4, 15/01587-0)

KOSER, DAVID E.; THOMPSON, AMELIA J.; FOSTER, SARAH K.; DWIVEDY, ASHA; PILLAI, EVA K.; SHERIDAN, GRAHAM K.; SVOBODA, HANNO; VIANA, MATHEUS; COSTA, LUCIANO DA F.; GUCK, JOCHEN; et al. Mechanosensing is critical for axon growth in the developing brain. NATURE NEUROSCIENCE, v. 19, n. 12, p. 1592-1598, DEC 2016. (11/50761-2)

MENDEZ-BERMUDEZ, J. A.; ALCAZAR-LOPEZ, A.; MARTINEZ-MENDOZA, A. J.; RODRIGUES, FRANCISCO A.; PERON, THOMAS K. D. M.. Universality in the spectral and eigenfunction properties of random networks. Physical Review E, v. 91, n. 3, MAR 13 2015. (12/22160-7, 13/26416-9, 11/50761-2)

DE ARRUDA, GUILHERME FERRAZ; COSTA, LUCIANO DA FONTOURA; SCHUBERT, DIRK; RODRIGUES, FRANCISCO A.. Structure and dynamics of functional networks in child-onset schizophrenia. CLINICAL NEUROPHYSIOLOGY, v. 125, n. 8, p. 1589-1595, AUG 2014. (10/19440-2, 11/50761-2)

SILVA, FILIPI N.; COMIN, CESAR H.; PERON, THOMAS K. D. M.; RODRIGUES, FRANCISCO A.; YE, CHENG; WILSON, RICHARD C.; HANCOCK, EDWIN R.; COSTA, LUCIANO DA F.. Concentric network symmetry. INFORMATION SCIENCES, v. 333, p. 61-80, MAR 10 2016. (13/26416-9, 11/22639-8, 12/22160-7, 12/50986-7, 11/50761-2)

MATUSZEWSKI, DAMIAN J.; CESAR, JR., ROBERTO M.; STRICKLER, J. RUDI; BALDASSO, LUIS F.; LOPES, RUBENS M.. Visual rhythm for particle analysis in sample-in-flow systems: Application for continuous plankton monitoring. LIMNOLOGY AND OCEANOGRAPHY-METHODS, v. 13, n. 12, p. 687-696, DEC 2015. (11/50761-2)

COSTA, LUCIANO DA F.; SILVA, FILIPI N.; COMIN, CESAR H.. Negative feedback, linearity and parameter invariance in linear electronics. ELECTRICAL ENGINEERING, v. 100, n. 2, p. 1159-1181, JUN 2018. (15/18942-8, 11/50761-2, 15/08003-4)

FREITAS, ANDERSON M.; TORRES, RICARDO DA S.; MIRANDA, PAULO A. V.. TSS & TSB: Tensor scale descriptors within circular sectors for fast shape retrieval. PATTERN RECOGNITION LETTERS, v. 83, n. 3, p. 303-311, NOV 1 2016. (11/50761-2)

AMANCIO, DIEGO R.; SILVA, FILIPI N.; COSTA, LUCIANO DA F.. Concentric network symmetry grasps authors' styles in word adjacency networks. EPL, v. 110, n. 6, JUN 2015. (14/20830-0, 11/50761-2)

CCACYAHUILLCA BEJAR, HANS HARLEY; MIRANDA, PAULO AV. Oriented relative fuzzy connectedness: theory, algorithms, and its applications in hybrid image segmentation methods. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, JUL 23 2015. (11/50761-2)

DE ARRUDA, HENRIQUE FERRAZ; COMIN, CESAR HENRIQUE; COSTA, LUCIANO DA FONTOURA. Minimal paths between communities induced by geographical networks. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, FEB 2016. (11/22639-8, 11/50761-2)

SATO, JOAO RICARDO; BALARDIN, JOANA; VIDAL, MACIEL CALEBE; FUJITA, ANDRE. Identification of segregated regions in the functional brain connectome of autistic patients by a combination of fuzzy spectral clustering and entropy analysis. JOURNAL OF PSYCHIATRY & NEUROSCIENCE, v. 41, n. 2, p. 124-132, MAR 2016. (14/09576-5, 11/50761-2)

DE ARRUDA, HENRIQUE F.; COSTA, LUCIANO DA F.; AMANCIO, DIEGO R.. Using complex networks for text classification: Discriminating informative and imaginative documents. EPL, v. 113, n. 2, JAN 2016. (14/20830-0, 12/50986-7, 11/50761-2)

AZEVEDO, HATYLAS; RENESTO, PAULO GUILHERME; CHINEN, ROGERIO; NAKA, ERIKA; CARVALHO DE MATOS, ANA CRISTINA; CENEDEZE, MARCOS ANTONIO; MOREIRA-FILHO, CARLOS ALBERTO; SARAIVA CAMARA, NIELS OLSEN; PACHECO-SILVA, ALVARO. Intragraft transcriptional profiling of renal transplant patients with tubular dysfunction reveals mechanisms underlying graft injury and recovery. HUMAN GENOMICS, v. 10, JAN 7 2016. (11/50761-2, 12/02270-2, 09/53443-1)

MORIMITSU, HENRIQUE; BLOCH, ISABELLE; CESAR-, JR., ROBERTO M.. Exploring structure for long-term tracking of multiple objects in sports videos. COMPUTER VISION AND IMAGE UNDERSTANDING, v. 159, n. SI, p. 89-104, JUN 2017. (14/50135-2, 13/08258-7, 12/09741-0, 11/50761-2)

COMIN, CESAR HENRIQUE; XU, XIAOYIN; WANG, YAMING; COSTA, LUCIANO DA FONTOURA; YANG, ZHONG. An image processing approach to analyze morphological features of microscopic images of muscle fibers. Computerized Medical Imaging and Graphics, v. 38, n. 8, p. 803-814, DEC 2014. (11/22639-8, 11/50761-2)

AMANCIO, DIEGO R.; OLIVEIRA, JR., OSVALDO N.; COSTA, LUCIANO DA F.. Topological-collaborative approach for disambiguating authors' names in collaborative networks. SCIENTOMETRICS, v. 102, n. 1, p. 465-485, JAN 2015. (11/50761-2, 13/06717-4, 10/00927-9)

JI, PENG; PERON, THOMAS K. D. M.; RODRIGUES, FRANCISCO A.; KURTHS, JUEURGEN. Analysis of cluster explosive synchronization in complex networks. Physical Review E, v. 90, n. 6, DEC 18 2014. (12/22160-7, 13/26416-9, 11/50761-2)

OZAHATA, MINA CINTHO; SABINO, ESTER CERDEIRA; DIAZ, RICARDO SOBHIE; CESAR-, JR., ROBERTO M.; FERREIRA, JOAO EDUARDO. Data-intensive analysis of HIV mutations. BMC Bioinformatics, v. 16, FEB 5 2015. (11/50761-2)

DIAS PEDRO, RICARDO WANDRE; NUNES, FATIMA L. S.; MACHADO-LIMA, ARIANE. Using Grammars for Pattern Recognition in Images: A Systematic Review. ACM COMPUTING SURVEYS, v. 46, n. 2, NOV 2013. (11/50761-2, 10/15691-0)

REIS, MARCELO S.; ESTRELA, GUSTAVO; FERREIRA, CARLOS EDUARDO; BARRERA, JUNIOR. Optimal Boolean lattice-based algorithms for the U-curve optimization problem. INFORMATION SCIENCES, v. 471, p. 97-114, JAN 2019. (13/07467-1, 11/50761-2, 14/23564-0)

LIMA, WANIA REZENDE; MARTINS, DAVID CORREA; PARREIRA, KLEBER SIMONIO; SCARPELLI, PEDRO; DE MORAES, MIRIAM SANTOS; TOPALIS, PANTELIS; HASHIMOTO, RONALDO FUMIO; GARCIA, CELIA R. S.. Genome-wide analysis of the human malaria parasite Plasmodium falciparum transcription factor PfNF-YB shows interaction with a CCAAT motif. ONCOTARGET, v. 8, n. 69, p. 113987-114001, DEC 26 2017. (15/01587-0, 11/51295-5, 11/50761-2)

VILLAR COUTO, CYNTHIA MARTINS; COMIN, CESAR HENRIQUE; COSTA, LUCIANO DA FONTOURA. Effects of threshold on the topology of gene co-expression networks. MOLECULAR BIOSYSTEMS, v. 13, n. 10, p. 2024-2035, OCT 2017. (13/19082-7, 11/50761-2, 15/18942-8)

FUJITA, ANDRE; TAKAHASHI, DANIEL Y.; PATRIOTA, ALEXANDRE G.; SATO, JOAO R.. A non-parametric statistical test to compare clusters with applications in functional magnetic resonance imaging data. STATISTICS IN MEDICINE, v. 33, n. 28, p. 4949-4962, DEC 10 2014. (12/21788-2, 11/50761-2, 14/09576-5, 13/10498-6)

AZEVEDO, HATYLAS; FUJITA, ANDRE; BANDO, SILVIA YUMI; IAMASHITA, PRISCILA; MOREIRA-FILHO, CARLOS ALBERTO. Transcriptional Network Analysis Reveals that AT1 and AT2 Angiotensin II Receptors Are Both Involved in the Regulation of Genes Essential for Glioma Progression. PLoS One, v. 9, n. 11, NOV 3 2014. (05/56446-0, 11/07762-8, 11/50761-2, 09/53443-1)

SANTOS, SUZANA DE SIQUEIRA; TAKAHASHI, DANIEL YASUMASA; NAKATA, ASUKA; FUJITA, ANDRE. A comparative study of statistical methods used to identify dependencies between gene expression signals. BRIEFINGS IN BIOINFORMATICS, v. 15, n. 6, p. 906-918, NOV 2014. (13/03447-6, 12/25417-9, 11/07762-8, 11/50761-2)

COMIN, CESAR HENRIQUE; COSTA, LUCIANO DA FONTOURA. Shape, connectedness and dynamics in neuronal networks. JOURNAL OF NEUROSCIENCE METHODS, v. 220, n. 2, SI, p. 100-115, NOV 15 2013. (11/22639-8, 11/50761-2)

AMANCIO, DIEGO R.; OLIVEIRA, JR., OSVALDO N.; COSTA, LUCIANO DA F.. A decaying factor accounts for contained activity in neuronal networks with no need of hierarchical or modular organization. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, NOV 2012. (11/50761-2, 10/00927-9)

AMANCIO, DIEGO R.; ALTMANN, EDUARDO G.; RYBSKI, DIEGO; OLIVEIRA, JR., OSVALDO N.; COSTA, LUCIANO DA F.. Probing the Statistical Properties of Unknown Texts: Application to the Voynich Manuscript. PLoS One, v. 8, n. 7, JUL 2 2013. (11/50761-2, 10/00927-9)

CRISTINO, A. S.; WILLIAMS, S. M.; HAWI, Z.; AN, J-Y; BELLGROVE, M. A.; SCHWARTZ, C. E.; COSTA, L. DA F.; CLAUDIANOS, C.. Neurodevelopmental and neuropsychiatric disorders represent an interconnected molecular system. MOLECULAR PSYCHIATRY, v. 19, n. 3, p. 294-301, MAR 2014. (11/50761-2)

OLIVEIRA, JESSICA S.; FRANCO, FELIPE O.; REVERS, MIRIAN C.; SILVA, ANDREIA F.; PORTOLESE, JOANA; BRENTANI, HELENA; MACHADO-LIMA, ARIANE; NUNES, FATIMA L. S.. Computer-aided autism diagnosis based on visual attention models using eye tracking. SCIENTIFIC REPORTS, v. 11, n. 1, MAY 12 2021. (11/50761-2, 14/50889-7, 20/01992-0)

DIAS PEDRO, RICARDO WANDRE; MACHADO-LIMA, ARIANE; NUNES, FATIMA L. S.. Towards an approach using grammars for automatic classification of masses in mammograms. COMPUTATIONAL INTELLIGENCE, v. 37, n. 4, SI, p. 1515-1544, NOV 2021. (11/50761-2)

DE ARRUDA, HENRIQUE F.; COMIN, CESAR H.; COSTA, LUCIANO DA F.. Problem-solving using complex networks. European Physical Journal B, v. 92, n. 6, JUN 2019. (13/07375-0, 15/22308-2, 11/50761-2, 18/09125-4)

BENATTI, ALEXANDRE; DE ARRUDA, HENRIQUE F.; SILVA, FILIPI NASCIMENTO; COMIN, CESAR HENRIQUE; COSTA, LUCIANO DA FONTOURA. Opinion diversity and social bubbles in adaptive Sznajd networks. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, v. 2020, n. 2, FEB 2020. (15/22308-2, 11/50761-2, 18/09125-4, 18/10489-0)

BEJAR, HANS H. C.; CAPPABIANCO, FABIO A. M.; MIRANDA, PAULO A. V.; BATTIATO, S; GALLO, G; SCHETTINI, R; STANCO, F. Efficient Image Segmentation in Graphs with Localized Curvilinear Features. IMAGE ANALYSIS AND PROCESSING,(ICIAP 2017), PT I, v. 10484, p. 11-pg., 2017-01-01. (16/21591-5, 11/50761-2, 14/12236-1)

MOREIRA TAVARES, ANDERSON CARLOS; VECHIATTO MIRANDA, PAULO ANDRE; SPINA, THIAGO VALLIN; FALCAO, ALEXANDRE XAVIER; ANGULO, J; VELASCOFORERO, S; MEYER, F. A Supervoxel-Based Solution to Resume Segmentation for Interactive Correction by Differential Image-Foresting Transforms. MATHEMATICAL MORPHOLOGY AND ITS APPLICATIONS TO SIGNAL AND IMAGE PROCESSING (ISMM 2017), v. 10225, p. 12-pg., 2017-01-01. (16/11853-2, 15/09446-7, 11/50761-2, 14/12236-1)

CONDORI, MARCOS A. T.; CAPPABIANCO, FABIO A. M.; FALCAO, ALEXANDRE X.; MIRANDA, PAULO A. V.; IEEE. Extending the Differential Image Foresting Transform to Root-based Path-cost Functions with Application to Superpixel Segmentation. 2017 30TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI), v. N/A, p. 8-pg., 2017-01-01. (16/21591-5, 11/50761-2)

PIMENTA, MAYRA Z.; COMIN, CESAR HENRIQUE; RODRIGUES, FRANCISCO A.; COSTA, LUCIANO DA F.; IEEE. The impact of Interconnecting Topologies on SOM Neural Networks. 2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), v. N/A, p. 6-pg., 2018-01-01. (15/18942-8, 11/50761-2, 15/22308-2)

VEGA-OLIVEROS, DIDIER A.; COSTA, LUCIANO DA FONTOURA; RODRIGUES, FRANCISCO APARECIDO. Influence maximization by rumor spreading on correlated networks through community identification. COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, v. 83, APR 2020. (15/22308-2, 11/50761-2, 15/50122-0, 13/07375-0, 16/23698-1, 18/24260-5)

CERIBELI, CAROLINE; FERRAZ DE ARRUDA, HENRIQUE; DA FONTOURA COSTA, LUCIANO. How coupled are capillary electrophoresis and mass spectrometry?. SCIENTOMETRICS, MAR 2021. (15/22308-2, 13/07375-0, 11/50761-2, 18/10489-0, 19/16223-5)

COMIN, CESAR H.; TAYLOR, GAVIN J.; COSTA, LUCIANO DA F.. Quantifying the regularity of a 3D set of points on the surface of an ellipsoidal object. PATTERN RECOGNITION LETTERS, v. 133, p. 1-7, MAY 2020. (15/22308-2, 11/50761-2, 18/09125-4)

LIMA, THALES S.; DE ARRUDA, HENRIQUE F.; SILVA, FILIPI N.; COMIN, CESAR H.; AMANCIO, DIEGO R.; COSTA, LUCIANO DA F.. The dynamics of knowledge acquisition via self-learning in complex networks. Chaos, v. 28, n. 8, AUG 2018. (17/13464-6, 17/09280-7, 15/22308-2, 16/19069-9, 11/50761-2, 15/08003-4, 15/18942-8)

DE ARRUDA, HENRIQUE F.; MARINHO, VANESSA Q.; LIMA, THALES S.; AMANCIO, DIEGO R.; COSTA, LUCIANO DA F.. An image analysis approach to text analytics based on complex networks. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 510, p. 110-120, NOV 15 2018. (16/19069-9, 11/50761-2, 15/22308-2, 15/05676-8)

SILVA, FILIPI N.; AMANCIO, DIEGO R.; BARDOSOVA, MARIA; COSTA, LUCIANO DA F.; OLIVEIRA, JR., OSVALDO N.. Using network science and text analytics to produce surveys in a scientific topic. Journal of Informetrics, v. 10, n. 2, p. 487-502, MAY 2016. (14/20830-0, 11/50761-2, 15/08003-4)

RODRIGUEZ, MAYRA Z.; COMIN, CESAR H.; CASANOVA, DALCIMAR; BRUNO, ODEMIR M.; AMANCIO, DIEGO R.; COSTA, LUCIANO DA F.; RODRIGUES, FRANCISCO A.. Clustering algorithms: A comparative approach. PLoS One, v. 14, n. 1, JAN 15 2019. (16/19069-9, 14/20830-0, 15/18942-8, 15/22308-2, 14/08026-1, 18/09125-4, 11/50761-2)

JIMENEZ, RAY DUENAS; MARTINS-JR, DAVID CORREA JR; SANTOS, CARLOS SILVA. One genetic algorithm per gene to infer gene networks from expression data. NETWORK MODELING AND ANALYSIS IN HEALTH INFORMATICS AND BIOINFORMATICS, v. 4, n. 1, DEC 2015. (14/21050-9, 11/50761-2)

MONTOYA CUBAS, CARLOS FERNANDO; MARTINS-JR, DAVID CORREA JR; SANTOS, CARLOS SILVA; BARRERA, JUNIOR. Linear grouping of predictor instances to infer gene networks. NETWORK MODELING AND ANALYSIS IN HEALTH INFORMATICS AND BIOINFORMATICS, v. 4, n. 1, DEC 2015. (11/50761-2)

VEGA-OLIVEROS, DIDIER A.; COSTA, LUCIANO DA F.; RODRIGUES, FRANCISCO A.. Rumor propagation with heterogeneous transmission in social networks. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, FEB 2017. (13/26416-9, 11/50761-2)

MENDEZ-BERMUDEZ, J. A.; FERRAZ DE ARRUDA, GUILHERME; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Diluted banded random matrices: scaling behavior of eigenfunction and spectral properties. Journal of Physics A-Mathematical and Theoretical, v. 50, n. 49, DEC 8 2017. (13/26416-9, 15/07463-1, 11/50761-2, 12/25219-2)

DE ARRUDA, HENRIQUE F.; COMIN, CESAR H.; COSTA, LUCIANO DA F.. How integrated are theoretical and applied physics?. SCIENTOMETRICS, v. 116, n. 2, p. 1113-1121, AUG 2018. (15/18942-8, 15/22308-2, 11/50761-2)

FONSECA, MONIQUE T.; RODRIGUES, ABNER C.; CEZAR, LUANA C.; FUJITA, ANDRE; SORIANO, FRANCISCO G.; STEINER, ALEXANDRE A.. Spontaneous hypothermia in human sepsis is a transient, self-limiting, and nonterminal response. Journal of Applied Physiology, v. 120, n. 12, p. 1394-1401, JUN 15 2016. (09/15530-0, 13/00506-1, 12/03831-8, 11/50761-2, 14/09576-5)

MONTAGNER, IGOR S.; HIRATA, NINA S. T.; HIRATA, ROBERTO, JR.; CANU, STEPHANE; IEEE. Kernel approximations for W-operator learning. 2016 29TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI), v. N/A, p. 8-pg., 2016-01-01. (11/50761-2, 15/01587-0, 11/23310-0, 14/21692-0, 15/17741-9)

DE ARRUDA, HENRIQUE FERRAZ; BENATTI, ALEXANDRE; SILVA, FILIPI NASCIMENTO; COMIN, CESAR HENRIQUE; COSTA, LUCIANO DA FONTOURA. Contrarian effects and echo chamber formation in opinion dynamics. JOURNAL OF PHYSICS-COMPLEXITY, v. 2, n. 1, p. 12-pg., 2021-06-01. (19/16223-5, 15/22308-2, 18/10489-0, 11/50761-2, 18/09125-4)

SOUZA, GLAUCIA MENDES; VAN SLUYS, MARIE-ANNE; LEMBKE, CAROLINA GIMILIANI; LEE, HAYAN; MARGARIDO, GABRIEL RODRIGUES ALVES; HOTTA, CARLOS TAKESHI; GAIARSA, JONAS WEISSMANN; DINIZ, AUGUSTO LIMA; OLIVEIRA, MAURO DE MEDEIROS; FERREIRA, SAVIO DE SIQUEIRA; et al. Assembly of the 373k gene space of the polyploid sugarcane genome reveals reservoirs of functional diversity in the world's leading biomass crop. GIGASCIENCE, v. 8, n. 12, p. 18-pg., 2019-12-01. (14/50921-8, 17/02842-0, 08/52074-0, 15/22993-7, 08/52146-0, 13/18322-4, 12/51062-3, 13/07467-1, 17/02270-6, 11/50761-2, 13/23048-9, 16/06917-1, 15/15346-5, 16/17545-8)

SILVA, FILIPI N.; COMIN, CESAR H.; COSTA, LUCIANO DA F.. Malleability of complex networks. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, v. N/A, p. 15-pg., 2019-08-01. (18/09125-4, 15/22308-2, 17/09280-7, 13/07375-0, 15/18942-8, 11/50761-2, 15/08003-4)

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CASTANEDA LEON, LEISSI M.; MIRANDA, PAULO A. V.; IEEE. Multi-Object Segmentation by Hierarchical Layered Oriented Image Foresting Transform. 2017 30TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI), v. N/A, p. 8-pg., 2017-01-01. (14/50937-1, 16/21591-5, 11/50761-2)

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SANTOS, SUZANA DE SIQUEIRA; DE ALMEIDA GALATRO, THAIS FERNANDA; WATANABE, RODRIGO AKIRA; OBA-SHINJO, SUELI MIEKO; NAGAHASHI MARIE, SUELY KAZUE; FUJITA, ANDRE. CoGA: An R Package to Identify Differentially Co-Expressed Gene Sets by Analyzing the Graph Spectra. PLoS One, v. 10, n. 8, AUG 27 2015. (14/09576-5, 12/25417-9, 11/50761-2, 13/03447-6)

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