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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)

Matéria(s) publicada(s) na Agência FAPESP sobre o auxílio:
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Publicações científicas (145)
(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)
YE, CHENG; WILSON, RICHARD C.; COMIN, CESAR H.; COSTA, LUCIANO DA F.; HANCOCK, EDWIN R.. Approximate von Neumann entropy for directed graphs. Physical Review E, v. 89, n. 5, . (12/50986-7, 11/50761-2, 11/22639-8)
MACEDO, MAYSA M. G.; GUIMARAES, WELINGSON V. N.; GALON, MICHELI Z.; TAKIMURA, CELSO K.; LEMOS, PEDRO A.; GUTIERREZ, MARCO ANTONIO. A bifurcation identifier for IV-OCT using orthogonal least squares and supervised machine learning. Computerized Medical Imaging and Graphics, v. 46, n. 2, SI, p. 237-248, . (13/09922-8, 11/50761-2)
SIMOES, SERGIO N.; MARTINS, JR., DAVID C.; PEREIRA, CARLOS A. B.; HASHIMOTO, RONALDO F.; BRENTANI, HELENA. NERI: network-medicine based integrative approach for disease gene prioritization by relative importance. BMC Bioinformatics, v. 16, n. 19, . (11/50761-2, 10/52138-8)
EROGLU, DENIZ; PERON, THOMAS K. D. M.; MARWAN, NOBERT; RODRIGUES, FRANCISCO A.; COSTA, LUCIANO DA F.; SEBEK, MICHAEL; KISS, ISTVAN Z.; KURTHS, JUERGEN. Entropy of weighted recurrence plots. Physical Review E, v. 90, n. 4, . (12/22160-7, 13/26416-9, 11/50761-2)
DE ARRUDA, GUILHERME FERRAZ; BARBIERI, ANDRE LUIZ; RODRIGUEZ, PABLO MARTIN; RODRIGUES, FRANCISCO A.; MORENO, YAMIR; COSTA, LUCIANO DA FONTOURA. Role of centrality for the identification of influential spreaders in complex networks. Physical Review E, v. 90, n. 3, . (13/26416-9, 13/03898-8, 11/50761-2)
AMANCIO, DIEGO R.; OLIVEIRA, JR., OSVALDO N.; COSTA, L. DA F.. Robustness of community structure to node removal. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, . (14/20830-0, 11/50761-2, 13/06717-4)
DAZZI, ESTEPHAN; DE CAMPOS, TEOFILO; HILTON, ADRIAN; CESAR JR, ROBERTO M.. Scalable object instance recognition based on keygraph matching. PATTERN RECOGNITION LETTERS, v. 114, n. SI, p. 53-62, . (14/50769-1, 15/22308-2, 11/50761-2)
SWARNKAR, TRIPTI; SIMOES, SERGIO NERY; ANURA, ANJI; BRENTANI, HELENA; CHATTERJEE, JYOTIRMOY; HASHIMOTO, RONALDO FUMIO; MARTINS, DAVID CORREA; MITRA, PABITRA. Identifying dense subgraphs in protein-protein interaction network for gene selection from microarray data. NETWORK MODELING AND ANALYSIS IN HEALTH INFORMATICS AND BIOINFORMATICS, v. 4, n. 1, . (11/50761-2, 10/52138-8)
SILVA, FILIPI N.; COMIN, CESAR H.; COSTA, LUCIANO DA F.. Malleability of complex networks. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, . (15/22308-2, 15/08003-4, 17/09280-7, 15/18942-8, 13/07375-0, 18/09125-4, 11/50761-2)
DOMINGUES, G. S.; SILVA, F. N.; COMIN, C. H.; COSTA, L. DA F.. Topological characterization of world cities. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, . (17/09280-7, 15/22308-2, 11/50761-2, 15/18942-8, 15/08003-4)
COMIN, CESAR HENRIQUE; SILVA, FILIPI NASCIMENTO; COSTA, LUCIANO DA FONTOURA. A diffusion-based approach to obtaining the borders of urban areas. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, . (11/22639-8, 11/50761-2)
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, . (11/50761-2)
YE, CHENG; COMIN, CESAR H.; PERON, THOMAS K. D. M.; SILVA, FILIPI N.; RODRIGUES, FRANCISCO A.; COSTA, LUCIANO DA F.; TORSELLO, ANDREA; HANCOCK, EDWIN R.. Thermodynamic characterization of networks using graph polynomials. Physical Review E, v. 92, n. 3, . (13/26416-9, 11/22639-8, 12/22160-7, 12/50986-7, 11/50761-2)
DAZZI, ESTEPHAN; DE CAMPOS, TEOFILO; HILTON, ADRIAN; CESAR JR, ROBERTO M.. Scalable object instance recognition based on keygraph matching. PATTERN RECOGNITION LETTERS, v. 114, p. 10-pg., . (14/50769-1, 11/50761-2, 15/22308-2)
CERIBELI, CAROLINE; FERRAZ DE ARRUDA, HENRIQUE; DA FONTOURA COSTA, LUCIANO. How coupled are capillary electrophoresis and mass spectrometry?. SCIENTOMETRICS, v. 126, n. 5, p. 3841-3851, . (13/07375-0, 15/22308-2, 19/16223-5, 18/10489-0, 11/50761-2)
DE ARRUDA, HENRIQUE FERRAZ; SILVA, FILIPI NASCIMENTO; MARINHO, VANESSA QUEIROZ; AMANCIO, DIEGO RAPHAEL; COSTA, LUCIANO DA FONTOURA. Representation of texts as complex networks: a mesoscopic approach. JOURNAL OF COMPLEX NETWORKS, v. 6, n. 1, p. 125-144, . (16/19069-9, 11/50761-2, 15/05676-8, 14/20830-0, 15/08003-4)
PERCIANO, T.; TUPIN, F.; HIRATA, JR., R.; CESAR, JR., R. M.. A two-level Markov random field for road network extraction and its application with optical, SAR, and multitemporal data. International Journal of Remote Sensing, v. 37, n. 16, p. 3584-3610, . (11/50761-2)
SILVA, FILIPI N.; COMIN, CESAR H.; COSTA, LUCIANO DA F.. Seeking maximum linearity of transfer functions. Review of Scientific Instruments, v. 87, n. 12, . (15/08003-4, 15/18942-8, 11/50761-2)
COMIN, CESAR H.; VIANA, MATHEUS P.; HENNING, BARBARA; DOS SANTOS, THAIS M. P.; LOPES, RICARDO T.; DOS REIS, SERGIO F.; COSTA, LUCIANO DA F.; IEEE. CHARACTERIZING THE TRABECULAR BONE TISSUE OF THE TOCO TOUCAN BILL. 2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), v. N/A, p. 5-pg., . (11/50761-2, 15/18942-8, 15/22308-2)
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, . (14/09576-5, 12/25417-9, 11/50761-2, 13/03447-6)
MOREIRA-FILHO, CARLOS ALBERTO; BANDO, SILVIA YUMI; BERTONHA, FERNANDA BERNARDI; SILVA, FILIPI NASCIMENTO; COSTA, LUCIANO DA FONTOURA; FERREIRA, LEANDRO RODRIGUES; FURLANETTO, GLAUCIO; CHACUR, PAULO; NOGUEIRA ZERBINI, MARIA CLAUDIA; CARNEIRO-SAMPAIO, MAGDA. Modular transcriptional repertoire and MicroRNA target analyses characterize genomic dysregulation in the thymus of Down syndrome infants. ONCOTARGET, v. 7, n. 7, p. 7497-7533, . (08/58238-4, 14/50489-9, 05/00587-5, 11/50761-2, 09/53443-1)
FELTRIN, ARTHUR SANT'ANNA; TAHIRA, ANA CAROLINA; SIMOES, SERGIO NERY; BRENTANI, HELENA; MARTINS, JR., DAVID CORREA. Assessment of complementarity of WGCNA and NERI results for identification of modules associated to schizophrenia spectrum disorders. PLoS One, v. 14, n. 1, . (11/04956-6, 11/50761-2, 14/00041-1, 14/10488-3, 15/01587-0)
MOREIRA-FILHO, CARLOS ALBERTO; BANDO, SILVIA YUMI; BERTONHA, FERNANDA BERNARDI; IAMASHITA, PRISCILA; SILVA, FILIPI NASCIMENTO; COSTA, LUCIANO DA FONTOURA; SILVA, ALEXANDRE VALOTTA; MARTINS CASTRO, LUIZ HENRIQUE; WEN, HUNG-TZU. Community Structure Analysis of Transcriptional Networks Reveals Distinct Molecular Pathways for Early- and Late-Onset Temporal Lobe Epilepsy with Childhood Febrile Seizures. PLoS One, v. 10, n. 5, . (05/56446-0, 05/00587-5, 11/50761-2, 09/53443-1)
DOMINGUES, G. S.; SILVA, F. N.; COMIN, C. H.; COSTA, L. DA F.. Topological characterization of world cities. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, v. N/A, p. 18-pg., . (17/09280-7, 15/18942-8, 15/08003-4, 11/50761-2, 15/22308-2)
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, v. N/A, p. 21-pg., . (11/50761-2, 13/26416-9)
CORREA, JR., EDILSON A.; SILVA, FILIPI N.; COSTA, LUCIANO DA F.; AMANCIO, DIEGO R.. Patterns of authors contribution in scientific manuscripts. Journal of Informetrics, v. 11, n. 2, p. 498-510, . (14/20830-0, 16/19069-9, 11/50761-2, 15/08003-4)
DE ARRUDA, HENRIQUE F.; SILVA, FILIPI N.; COMIN, CESAR H.; AMANCIO, DIEGO R.; COSTA, LUCIANO DA F.. Connecting network science and information theory. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 515, p. 641-648, . (15/18942-8, 16/19069-9, 14/20830-0, 15/08003-4, 11/50761-2)
COSTA, LUCIANO DA F.; SILVA, FILIPI NASCIMENTO; COMIN, CESAR H.. Characterizing BJTs using the Early voltage in the forward active mode. INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, v. 46, n. 4, p. 978-986, . (15/18942-8, 15/08003-4, 11/50761-2)
AZEVEDO, HATYLAS; KHALED, NATHALIA AMATO; SANTOS, PAULA; BERTONHA, FERNANDA BERNARDI; MOREIRA-FILHO, CARLOS ALBERTO. Temporal analysis of hippocampal CA3 gene coexpression networks in a rat model of febrile seizures. Disease Models & Mechanisms, v. 11, n. 1, . (11/50761-2)
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, p. 9-pg., . (11/50761-2)
CONDORI, MARCOS A. T.; MANSILLA, LUCY A. C.; MIRANDA, PAULO A. V.; ANGULO, J; VELASCOFORERO, S; MEYER, F. Bandeirantes: A Graph-Based Approach for Curve Tracing and Boundary Tracking. MATHEMATICAL MORPHOLOGY AND ITS APPLICATIONS TO SIGNAL AND IMAGE PROCESSING (ISMM 2017), v. 10225, p. 12-pg., . (14/12236-1, 11/50761-2)
PINTO, SILVIA C. D.; URBANOVA, PETRA; CESAR, JR., ROBERTO M.. Two-Dimensional Wavelet Analysis of Supraorbital Margins of the Human Skull for Characterizing Sexual Dimorphism. IEEE Transactions on Information Forensics and Security, v. 11, n. 7, p. 1542-1548, . (11/50761-2)
DE ARRUDA, HENRIQUE FERRAZ; COMIN, CESAR HENRIQUE; MIAZAKI, MAURO; VIANA, MATHEUS PALHARES; COSTA, LUCIANO DA FONTOURA. A framework for analyzing the relationship between gene expression and morphological, topological, and dynamical patterns in neuronal networks. JOURNAL OF NEUROSCIENCE METHODS, v. 245, p. 1-14, . (07/50988-1, 11/50761-2, 11/22639-8)
YE, CHENG; COMIN, CESAR H.; PERON, THOMAS K. D. M.; SILVA, FILIPI N.; RODRIGUES, FRANCISCO A.; COSTA, LUCIANO DA F.; TORSELLO, ANDREA; HANCOCK, EDWIN R.. Thermodynamic characterization of networks using graph polynomials. PHYSICAL REVIEW E, v. 92, n. 3, p. 16-pg., . (13/26416-9, 12/50986-7, 11/22639-8, 11/50761-2, 11/50761-2, 12/22160-7)
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, p. 22-pg., . (14/21050-9, 11/50761-2)
SWARNKAR, TRIPTI; SIMOES, SERGIO NERY; ANURA, ANJI; BRENTANI, HELENA; CHATTERJEE, JYOTIRMOY; HASHIMOTO, RONALDO FUMIO; MARTINS, DAVID CORREA; MITRA, PABITRA. Identifying dense subgraphs in protein-protein interaction network for gene selection from microarray data. NETWORK MODELING AND ANALYSIS IN HEALTH INFORMATICS AND BIOINFORMATICS, v. 4, n. 1, p. 18-pg., . (11/50761-2, 10/52138-8)
MACEDO, MAYSA M. G.; GUIMARAES, WELINGSON V. N.; GALON, MICHELI Z.; TAKIMURA, CELSO K.; LEMOS, PEDRO A.; GUTIERREZ, MARCO ANTONIO. A bifurcation identifier for IV-OCT using orthogonal least squares and supervised machine learning. Computerized Medical Imaging and Graphics, v. 46, p. 12-pg., . (13/09922-8, 11/50761-2)
SIMOES, SERGIO N.; MARTINS, DAVID C., JR.; PEREIRA, CARLOS A. B.; HASHIMOTO, RONALDO F.; BRENTANI, HELENA. NERI: network-medicine based integrative approach for disease gene prioritization by relative importance. BMC Bioinformatics, v. 16, p. 14-pg., . (10/52138-8, 11/50761-2)
BARBOSA, SAMUEL; COSLEY, DAN; SHARMA, AMIT; CESAR, ROBERTO M., JR.; ACM. Averaging Gone Wrong: Using Time-Aware Analyses to Better Understand Behavior. PROCEEDINGS OF THE 25TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB (WWW'16), v. N/A, p. 13-pg., . (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, v. N/A, p. 16-pg., . (11/22639-8, 11/50761-2)
DE ARRUDA, GUILHERME FERRAZ; BARBIERI, ANDRE LUIZ; RODRIGUEZ, PABLO MARTIN; RODRIGUES, FRANCISCO A.; MORENO, YAMIR; COSTA, LUCIANO DA FONTOURA. Role of centrality for the identification of influential spreaders in complex networks. PHYSICAL REVIEW E, v. 90, n. 3, p. 17-pg., . (13/03898-8, 11/50761-2, 13/26416-9)
EROGLU, DENIZ; PERON, THOMAS K. D. M.; MARWAN, NOBERT; RODRIGUES, FRANCISCO A.; COSTA, LUCIANO DA F.; SEBEK, MICHAEL; KISS, ISTVAN Z.; KURTHS, JUERGEN. Entropy of weighted recurrence plots. Physical Review E, v. 90, n. 4, p. 7-pg., . (11/50761-2, 13/26416-9, 12/22160-7)
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, p. 10-pg., . (11/50761-2, 13/26416-9, 12/22160-7)
COMIN, CESAR HENRIQUE; COSTA, LUCIANO DA FONTOURA. Shape, connectedness and dynamics in neuronal networks. JOURNAL OF NEUROSCIENCE METHODS, v. 220, n. 2, p. 16-pg., . (11/50151-0, 11/50761-2, 11/22639-8)
AMANCIO, DIEGO R.; OLIVEIRA, OSVALDO N., JR.; COSTA, L. DA F.. Robustness of community structure to node removal. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, v. N/A, p. 18-pg., . (13/06717-4, 14/20830-0, 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, p. 10-pg., . (11/50761-2, 13/26416-9, 12/22160-7)
DE ARRUDA, HENRIQUE F.; SILVA, FILIPI N.; COSTA, LUCIANO DA F.; AMANCIO, DIEGO R.. Knowledge acquisition: A Complex networks approach. INFORMATION SCIENCES, v. 421, p. 154-166, . (14/20830-0, 16/19069-9, 11/50761-2, 15/08003-4)
BANDO, SILVIA YUMI; IAMASHITA, PRISCILA; GUTH, BEATRIZ E.; DOS SANTOS, LUIS F.; FUJITA, ANDRE; ABE, CECILIA M.; FERREIRA, LEANDRO R.; MOREIRA-FILHO, CARLOS ALBERTO. A hemolytic-uremic syndrome-associated strain O113:H21 Shiga toxin-producing Escherichia coli specifically expresses a transcriptional module containing dicA and is related to gene network dysregulation in Caco-2 cells. PLoS One, v. 12, n. 12, . (11/50761-2, 15/22308-2)
SOUZA, PAULO J. P.; COMIN, CESAR H.; COSTA, LUCIANO DA F.. Topology and dynamics in complex networks: The role of edge reciprocity. EPL, v. 122, n. 2, . (11/50761-2, 15/22308-2, 15/18942-8)
CERVANTES, EVELYN PEREZ; COMIN, CESAR HENRIQUE; CESAR JUNIOR, ROBERTO MARCONDES; COSTA, LUCIANO DA FONTOURA; IEEE. Data-oriented neuron classification from their parts. PROCEEDINGS OF THE 2016 IEEE 12TH INTERNATIONAL CONFERENCE ON E-SCIENCE (E-SCIENCE), v. N/A, p. 8-pg., . (11/50761-2, 15/18942-8, 15/01587-0)
TAVARES, ANDERSON C. M.; BEJAR, HANS H. C.; MIRANDA, PAULO A. V.; STYNER, MA; ANGELINI, ED. Seed Robustness of Oriented Relative Fuzzy Connectedness: Core Computation and its Applications. MEDICAL IMAGING 2017: IMAGE PROCESSING, v. 10133, p. 10-pg., . (11/50761-2)
GEWERS, FELIPE L.; FERREIRA, GUSTAVO R.; DE ARRUDA, HENRIQUE F.; SILVA, FILIPI N.; COMIN, CESAR H.; AMANCIO, DIEGO R.; COSTA, LUCIANO DA F.. Principal Component Analysis: A Natural Approach to Data Exploration. ACM COMPUTING SURVEYS, v. 54, n. 4, . (17/13464-6, 18/09125-4, 15/22308-2, 16/19069-9, 18/10489-0, 11/50761-2, 19/16223-5)
OLIVEIRA, MAURO DE MEDEIROS; BONADIO, IGOR; DE MELO, ALICIA LIE; SOUZA, GLAUCIA MENDES; DURHAM, ALAN MITCHELL. TSSFinder-fast and accurate ab initio prediction of the core promoter in eukaryotic genomes. BRIEFINGS IN BIOINFORMATICS, v. 22, n. 6, . (11/50761-2, 14/50921-8)
BANDO, SILVIA Y.; IAMASHITA, PRISCILA; SILVA, FILIPI N.; COSTA, LUCIANO DA F.; ABE, CECILIA M.; BERTONHA, FERNANDA B.; GUTH, BEATRIZ E. C.; FUJITA, ANDRE; MOREIRA-FILHO, CARLOS A.. Dynamic Gene Network Analysis of Caco-2 Cell Response to Shiga Toxin-Producing Escherichia coli-Associated Hemolytic-Uremic Syndrome. MICROORGANISMS, v. 7, n. 7, . (15/22308-2, 11/50761-2)
DE ARRUDA, HENRIQUE F.; MARINHO, VANESSA Q.; COSTA, LUCIANO DA F.; AMANCIO, DIEGO R.. Paragraph-based representation of texts: A complex networks approach. INFORMATION PROCESSING & MANAGEMENT, v. 56, n. 3, p. 479-494, . (17/13464-6, 15/22308-2, 16/19069-9, 11/50761-2, 15/05676-8)
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