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Representações intermediárias em Ciência Computacional para descoberta de conhecimento

Processo:15/22308-2
Modalidade de apoio:Auxílio à Pesquisa - Temático
Data de Início da vigência: 01 de novembro de 2017
Data de Término da vigência: 31 de outubro de 2023
Área do conhecimento:Ciências Exatas e da Terra - Ciência da Computação - Metodologia e Técnicas da Computação
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
Município da Instituição Sede:São Paulo
Pesquisadores principais:
(Últimos):		Carlos Alberto Moreira Filho ; Luciano da Fontoura Costa ; Nina Sumiko Tomita Hirata ; Ronaldo Fumio Hashimoto
Pesquisadores associados:Cesar Henrique Comin ; Edson Amaro Junior ; Fernanda Bernardi Bertonha ; Marcel Parolin Jackowski ; Maria da Graca Campos Pimentel ; Roberto Hirata Junior ; Ronaldo Fumio Hashimoto ; Silvia Yumi Bando Takahara ; Valeria Meirelles Carril Elui
Auxílio(s) vinculado(s):20/06160-3 - Resposta transcricional de leucócitos humanos à infecção por SARS-CoV-2, AP.R
18/17421-2 - 2018 IEEE International Conference on Image Processing, AR.EXT
Bolsa(s) vinculada(s):23/02619-0 - Redes neurais convolucionais e transformers visuais aplicados à detecção de doenças em imagens de folhas de plantas, BP.IC
22/14286-2 - Classificação de espécies de aranha utilizando Transformers Visuais e Redes Convolucionais, BP.IC
22/12204-9 - Desenvolvimento de métodos para descrição de imagens: um arcabouço baseado em visão computacional e processamento de linguagem natural, BP.PD
 + mais bolsas vinculadas 22/10478-4 - Administrador da Cyberinfraestrutura do Projeto, BP.TT
22/11645-1 - Classificação de estrelas, galáxias e quasares baseada em imagens fotométricas multibandas, BP.IC
21/09070-8 - Modelagem, análise e inferência de redes biológicas, BP.PD
21/07112-5 - Modelando o Conhecimento por Redes Complexas., BP.IC
20/13255-0 - Algoritmos para aquisição, formação e anotação de imagens de sensoriamento remoto, BP.TT
20/13275-1 - Administrador da cyberinfraestrutura do projeto, BP.TT
20/06744-5 - Deep learning e representações intermediárias para análise de imagens pediátricas, BP.PD
19/23343-7 - Análise temporal da expressão gênica, BP.PD
19/01077-3 - Integrando imagens e redes complexas na análise de cidades, BP.PD
19/06280-1 - Integração, transformação, aumento de dados e controle de qualidade para representações intermediárias, BP.PD
19/06254-0 - Reconhecimento estrutural de padrões e representações intermediárias, BP.PD
19/04219-3 - Administrador da cyberinfraestrutura do projeto, BP.TT
18/10489-0 - Transformações de redes complexas e suas implicações na topologia e dinâmica de sistemas complexos, BP.PD
18/00390-7 - Detecção de códigos QR usando modelos de aprendizado profundo, BP.MS
18/00477-5 - Aprendizado de transformações imagem-a-imagem, BP.MS
18/07386-5 - Segmentação de imagens de ressonância magnética neonatal: uma abordagem estrutural, BP.MS - menos bolsas vinculadas
Assunto(s):Visão computacional  Aprendizado computacional  Processamento de imagens  Biologia de sistemas  Reconhecimento de padrões 
Palavra(s)-Chave do Pesquisador:Aprendizado de Máquina | biologia de sistemas | eScience | Processamento de imagens | Reconhecimento de Padrões | Visão Computacional | Reconhecimento de padrões

Resumo

Este projeto centra-se em uma estratégia unificada para descoberta de conhecimento e dinâmicas emergentes em Ciência Computacional usando representações intermediárias. As aplicações pretendidas estão em áreas caracterizadas por extrema abundância de dados, nas quais a descoberta de conhecimento implica na transição das bases de dados brutos para representações intermediárias, usualmente vetores de características e grafos, permitindo assim o emprego subsequente de diferentes métodos analíticos. Nesse contexto, os métodos de integração e transformação a serem utilizados na geração dos dados intermediários também devem garantir a qualidade e confiabilidade dos dados gerados para a representação intermediária. Os resultados da fase de análise podem influenciar tanto os métodos de integração como experimentos para nova geração de dados através de mecanismos de feedback. O presente projeto possui dois objetivos gerais: 1) desenvolver métodos originais para resolver problemas de Ciência Computacional baseadas em uma abordagem comum de representações intermediárias; 2) aplicar os métodos desenvolvidos em problemas específicos. Essa estratégia metodológica será empregada para abordar problemas específicos em áreas de fronteira da Ciência, nos quais nosso grupo tem trabalhado nos últimos anos: representações intermediárias em visão computacional e informática urbana; estudo dinâmico de redes biológicas para caracterizar os mecanismos de transição saúde-doença; desenvolvimento de ferramentas computacionais para processamento de imagens de MRI de alto campo e sua integração com dados biológicos; desenvolvimento de novas técnicas para caracterização e visualização de representações intermediárias em redes complexas dinâmicas, com aplicações em Biologia de Sistemas. (AU)

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Publicações científicas (155)
(As publicações científicas contidas nesta página são originárias da Web of Science ou da SciELO, cujos autores mencionaram números dos processos FAPESP concedidos a Pesquisadores Responsáveis e Beneficiários, sejam ou não autores das publicações. Sua coleta é automática e realizada diretamente naquelas bases bibliométricas)
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)
FERREIRA, GUSTAVO RODRIGUES; NAKAYA, HELDER IMOTO; COSTA, LUCIANO DA FONTOURA. Gene regulatory and signaling networks exhibit distinct topological distributions of motifs. Physical Review E, v. 97, n. 4, . (14/19323-7, 12/19278-6, 15/22308-2)
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)
RODRIGUES, FRANCISCO C. M.; ESPADOTO, MATEUS; HIRATA JR, ROBERTO; TELEA, ALEXANDRU C.. Constructing and Visualizing High-Quality Classifier Decision Boundary Maps dagger. INFORMATION, v. 10, n. 9, . (15/22308-2, 15/24485-9, 15/01587-0)
PERON, THOMAS; DE RESENDE, BRUNO MESSIAS F.; RODRIGUES, FRANCISCO A.; COSTA, LUCIANO DA F.; MENDEZ-BERMUDEZ, J. A.. Spacing ratio characterization of the spectra of directed random networks. Physical Review E, v. 102, n. 6, . (13/07375-0, 16/23827-6, 15/22308-2, 19/06931-2, 16/25682-5)
TOKUDA, ERIC K.; DE ARRUDA, HENRIQUE F.; COMIN, CESAR H.; JR, ROBERTO M. CESAR; SILVA, CLAUDIO T.; COSTA, LUCIANO DA F.. Spatial distribution of graffiti types: a complex network approach. European Physical Journal B, v. 94, n. 9, . (19/01077-3, 19/16223-5, 18/09125-4, 15/22308-2, 18/10489-0)
NAKAZONO, L.; DE OLIVEIRA, C. MENDES; HIRATA, N. S. T.; JERAM, S.; QUEIROZ, C.; EIKENBERRY, STEPHEN S.; GONZALEZ, A. H.; ABRAMO, R.; OVERZIER, R.; ESPADOTO, M.; et al. On the discovery of stars, quasars, and galaxies in the Southern Hemisphere with S-PLUS DR2. Monthly Notices of the Royal Astronomical Society, v. 507, n. 4, p. 5847-5868, . (18/09165-6, 19/06766-1, 19/10923-5, 15/22308-2, 19/26492-3, 18/20977-2, 14/10566-4, 19/01312-2, 18/25671-9, 19/23388-0, 17/25835-9, 15/11442-0, 16/12331-0)
RIBEIRO PRIST, PAULA; REVERBERI TAMBOSI, LEANDRO; FILIPE MUCCI, LUIS; PINTER, ADRIANO; PEREIRA DE SOUZA, RENATO; DE LARA MUYLAERT, RENATA; ROGER RHODES, JONATHAN; HENRIQUE COMIN, CESAR; DA FONTOURA COSTA, LUCIANDO; LANG D'AGOSTINI, TATIANA; et al. Roads and forest edges facilitate yellow fever virus dispersion. JOURNAL OF APPLIED ECOLOGY, v. 59, n. 1, . (18/09125-4, 18/14389-0, 15/22308-2, 18/23364-1, 17/11666-0)
DA SILVA, MATEUS PINTO; SCHAEFER, MARIANA A. R.; OLIVEIRA, HUGO N.; REIS, JULIO C. S.; NUNES, IAN M.; DOS SANTOS, JEFERSSON A.. Learning Visual Patterns in Remote Sensing: An Overview of Agricultural Applications. 2024 37TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES, SIBGRAPI 2024, v. N/A, p. 6-pg., . (15/22308-2, 20/06744-5, 17/50236-1)
LIM, MARKUS V. S.; DINIZ, PAULO S. R.; YAZDANPANAH, HAMED. Set-Membership Constrained Frequency-Domain Algorithm. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, v. 68, n. 2, p. 797-801, . (19/06280-1, 15/22308-2)
OLIVEIRA, ARTUR ANDRE A. M.; ESPADOTO, MATEUS; HIRATA JR, ROBERTO; TELEA, ALEXANDRU C.; HURTER, C; PURCHASE, H; BOUATOUCH, K. SDBM: Supervised Decision Boundary Maps for Machine Learning Classifiers. PROCEEDINGS OF THE 17TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISAPP), VOL 4, v. N/A, p. 11-pg., . (15/22308-2, 17/25835-9)
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, HUGO; CESAR, ROBERTO M., JR.; GAMA, PEDRO H. T.; DOS SANTOS, JEFERSSON A.; DECARVALHO, BM; GONCALVES, LMG. Domain Generalization in Medical Image Segmentation via Meta-Learners. 2022 35TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2022), v. N/A, p. 6-pg., . (20/06744-5, 15/22308-2)
CARVALHO, THIAGO; MARTINEZ, JORGE A. CHAMORRO; OLIVEIRA, HUGO; DOS SANTOS, JEFERSSON A.; FEITOSA, RAUL QUEIROZ. Outlier Exposure for Open Set Crop Recognition From Multitemporal Image Sequences. IEEE Geoscience and Remote Sensing Letters, v. 20, p. 5-pg., . (20/06744-5, 15/22308-2)
DAMINELI, DANIEL S. C.; PORTES, MARIA TERESA; FEIJO, JOSE A.. Electrifying rhythms in plant cells. CURRENT OPINION IN CELL BIOLOGY, v. 77, p. 11-pg., . (19/23343-7, 21/05363-0, 19/26129-6, 15/22308-2)
BRITO, ANA C. M.; SILVA, FILIPI N.; DE ARRUDA, HENRIQUE F.; COMIN, CESAR H.; AMANCIO, DIEGO R.; COSTA, LUCIANO DA F.. Classification of abrupt changes along viewing profiles of scientific articles. Journal of Informetrics, v. 15, n. 2, p. 15-pg., . (18/09125-4, 18/10489-0, 15/22308-2, 16/19069-9, 15/08003-4)
ESPADOTO, MATEUS; HIRATA, NINA; TELEA, ALEXANDRU; HURTER, C; PURCHASE, H; BRAZ, J; BOUATOUCH, K. Self-supervised Dimensionality Reduction with Neural Networks and Pseudo-labeling. VISAPP: PROCEEDINGS OF THE 16TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS - VOL. 5: VISAPP, v. N/A, p. 11-pg., . (15/22308-2, 17/25835-9)
OLIVEIRA, HUGO; PENTEADO, LARISSA; MACIEL, JOSE LUIZ; FERRACIOLLI, SUELY FAZIO; TAKAHASHI, MARCELO STRAUS; BLOCH, ISABELLE; CESAR JUNIOR, ROBERTO; IEEE COMP SOC. Automatic Segmentation of Posterior Fossa Structures in Pediatric Brain MRIs. 2021 34TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2021), v. N/A, p. 8-pg., . (19/16112-9, 15/22308-2, 18/07386-5, 20/06744-5, 17/50236-1)
OUELLETTE, JULIE; TOUSSAY, XAVIER; COMIN, CESAR H.; COSTA, LUCIANO DA F.; HO, MIRABELLE; LACALLE-AURIOLES, MARIA; FREITAS-ANDRADE, MOISES; LIU, QING YAN; LECLERC, SONIA; PAN, YOULIAN; et al. Vascular contributions to 16p11.2 deletion autism syndrome modeled in mice. NATURE NEUROSCIENCE, v. 23, n. 9, . (15/18942-8, 15/22308-2, 11/50761-2)
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)
SALVATORE, FELIPE DE SOUZA; FINGER, MARCELO; HIRATA JR, ROBERTO; PATRIOTA, ALEXANDRE G.. A resampling-based method to evaluate NLI models. NATURAL LANGUAGE ENGINEERING, v. N/A, p. 28-pg., . (15/24485-9, 14/12236-1, 19/07665-4, 15/21880-4, 18/21934-5, 15/22308-2)
HIRATA, NINA S. T.; PAPAKOSTAS, GEORGE A.. On Machine-Learning Morphological Image Operators. MATHEMATICS, v. 9, n. 16, . (17/25835-9, 15/22308-2)
ALMEIDA DE MACEDO OLIVEIRA, ARTUR ANDRE; HIRATA JR, ROBERTO. INACITY - INvestigate and Analyze a CITY. SOFTWAREX, v. 15, . (18/10767-0, 15/22308-2, 15/24485-9)
COMIN, CESAR H.; TSIRUKIS, I, DEMETRIOS; SUN, YE; XU, XIAOYIN. Quantification of retinal blood leakage in fundus fluorescein angiography in a retinal angiogenesis model. SCIENTIFIC REPORTS, v. 11, n. 1, . (15/22308-2, 18/09125-4)
LI, SIYUAN; REN, WENQI; WANG, FENG; ARAUJO, IAGO BRENO; TOKUDA, ERIC K.; JUNIOR, ROBERTO HIRATA; CESAR-JR., ROBERTO M.; WANG, ZHANGYANG; CAO, XIAOCHUN. A Comprehensive Benchmark Analysis of Single Image Deraining: Current Challenges and Future Perspectives. INTERNATIONAL JOURNAL OF COMPUTER VISION, v. 129, n. 4, p. 1301-1322, . (15/22308-2)
DA CUNHA, EVERTON FERNANDES; COSTA, LUCIANO DA FONTOURA. On hypercomplex networks. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 591, p. 9-pg., . (15/22308-2)
BLANGER, LEONARDO; HIRATA, NINA S. T.; JIANG, XIAOYI; IEEE COMP SOC. Reducing the need for bounding box annotations in Object Detection using Image Classification data. 2021 34TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2021), v. N/A, p. 8-pg., . (18/00390-7, 15/22308-2, 17/25835-9, 19/17312-1)
GOBBER, CHARLES F.; HASHIMOTO, RONALDO F.; ALVES, WONDER A. L.. An efficient algorithm to update non-flat and incremental attributes in morphological trees. PATTERN RECOGNITION LETTERS, v. 163, p. 8-pg., . (15/22308-2, 18/15652-7)
TOKUDA, ERIC K.; COMIN, CESAR H.; COSTA, LUCIANO DA F.. Impact of the topology of urban streets on mobility optimization. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, v. 2022, n. 10, p. 20-pg., . (18/09125-4, 21/12354-8, 19/01077-3, 15/22308-2)
TOKUDA, ERIC K.; CESAR-, ROBERTO M., JR.; SILVA, CLAUDIO T.; IEEE. Quantifying the presence of graffiti in urban environments. 2019 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (BIGCOMP), v. N/A, p. 4-pg., . (14/24918-0, 15/22308-2)
BLANGER, LEONARDO; HIRATA, NINA S. T.; IEEE. AN EVALUATION OF DEEP LEARNING TECHNIQUES FOR QR CODE DETECTION. 2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), v. N/A, p. 5-pg., . (17/25835-9, 18/00390-7, 15/22308-2)
COSTA, LUCIANO DA F.; TOKUDA, ERIC K.. A similarity approach to cities and features. European Physical Journal B, v. 95, n. 9, p. 14-pg., . (15/22308-2, 19/01077-3)
LOURENCO, JOSE; BARROS, SILVIA C.; ZE-ZE, LIBIA; DAMINELI, DANIEL S. C.; GIOVANETTI, MARTA; OSORIO, HUGO C.; AMARO, FATIMA; HENRIQUES, ANA M.; RAMOS, FERNANDA; LUIS, TIAGO; et al. est Nile virus transmission potential in Portuga. COMMUNICATIONS BIOLOGY, v. 5, n. 1, . (15/22308-2, 19/23343-7, 20/06160-3)
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)
TOKUDA, ERIC K.; FERREIRA, GABRIEL B. A.; SILVA, CLAUDIO; CESAR-, ROBERTO M., JR.; IEEE. A NOVEL SEMI-SUPERVISED DETECTION APPROACH WITH WEAK ANNOTATION. 2018 IEEE SOUTHWEST SYMPOSIUM ON IMAGE ANALYSIS AND INTERPRETATION (SSIAI), v. N/A, p. 4-pg., . (15/22308-2, 16/12077-6, 14/24918-0, 15/03475-5)
ALLAHYARZADEH BIDGOLI, ALI; HAMIDISHAD, NAYEREH; YANAGIHARA, JURANDIR ITIZO. The Impact of Carbon Capture Storage and Utilization on Energy Efficiency, Sustainability, and Production of an Offshore Platform: Thermodynamic and Sensitivity Analyses. JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME, v. 144, n. 11, p. 16-pg., . (15/22308-2)
BANDO, SILVIA Y.; BERTONHA, FERNANDA B.; MENEZES, PEDRO H. N.; TAKAHARA, ANDRE K.; KHALED, NATHALIA A.; SANTOS, PAULA; JUNQUEIRA, MARA S.; CESAR, ROBERTO M.; MOREIRA-FILHO, CARLOS A.. Transcriptomic analysis reveals distinct adaptive molecular mechanism in the hippocampal CA3 from rats susceptible or not-susceptible to hyperthermia-induced seizures. SCIENTIFIC REPORTS, v. 13, n. 1, p. 18-pg., . (15/22308-2)
CIBA, MANUEL; BESTEL, ROBERT; NICK, CHRISTOPH; DE ARRUDA, GUILHERME FERRAZ; PERON, THOMAS; HENRIQUE, COMIN CESAR; COSTA, LUCIANO DA FONTOURA; RODRIGUES, FRANCISCO APARECIDO; THIELEMANN, CHRISTIANE. Comparison of Different Spike Train Synchrony Measures Regarding Their Robustness to Erroneous Data From Bicuculline-Induced Epileptiform Activity. NEURAL COMPUTATION, v. 32, n. 5, p. 887-911, . (15/22308-2, 16/23827-6, 18/09125-4, 13/26416-9, 12/51301-8, 12/25219-2)
COSTA, LUCIANO DA FONTOURA. Autorrelation and cross-relation of graphs and networks. JOURNAL OF PHYSICS-COMPLEXITY, v. 3, n. 4, p. 15-pg., . (15/22308-2)
WANG, JIEYING; SILVA, DENNIS J.; KOSINKA, JIRI; TELEA, ALEXANDRU; HASHIMOTO, RONALDO F.; ROERDINK, JOS B. T. M.. Interactive image manipulation using morphological trees and spline-based skeletons. COMPUTERS & GRAPHICS-UK, v. 108, p. 13-pg., . (15/22308-2)
GUPTA, SHANTANU; SILVEIRA, DANER A.; HASHIMOTO, RONALDO E.; MOMBACH, JOSE CARLOS M.. A Boolean Model of the Proliferative Role of the lncRNA XIST in Non-Small Cell Lung Cancer Cells. BIOLOGY-BASEL, v. 11, n. 4, p. 14-pg., . (15/22308-2, 21/09070-8)
TOKUDA, ERIC K.; LOCKERMAN, YITZCHAK; FERREIRA, GABRIEL B. A.; SORRELGREEN, ETHAN; BOYLE, DAVID; CESAR-JR, ROBERTO M.; SILVA, CLAUDIO T.. A New Approach for Pedestrian Density Estimation Using Moving Sensors and Computer Vision Sensing the city. ACM TRANSACTIONS ON SPATIAL ALGORITHMS AND SYSTEMS, v. 6, n. 4, . (14/24918-0, 15/22308-2)
BENATTI, ALEXANDRE; DE ARRUDA, HENRIQUE FERRAZ; COMIN, CESAR HENRIQUE; SILVA, FILIPI NASCIMENTO; COSTA, LUCIANO DA FONTOURA; GLANZEL, W; HEEFFER, S; CHI, PS; ROUSSEAU, R. Robustness of citation networks retrieved from queries. 18TH INTERNATIONAL CONFERENCE ON SCIENTOMETRICS & INFORMETRICS (ISSI2021), v. N/A, p. 2-pg., . (18/09125-4, 19/16223-5, 15/22308-2, 18/10489-0)
LAVI, BAHRAM; TOKUDA, ERIC K.; MORENO-VERA, FELIPE; NONATO, LUIS GUSTAVO; SILVA, CLAUDIO T.; POCO, JORGE; FARINELLA, GM; RADEVA, P; BOUATOUCH, K. 17K-Graffiti: Spatial and Crime Data Assessments in Sao Paulo City. PROCEEDINGS OF THE 17TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISAPP), VOL 4, v. N/A, p. 8-pg., . (19/01077-3, 15/22308-2, 13/07375-0)
RAMOS, P. L.; COSTA, L. F.; LOUZADA, F.; RODRIGUES, F. A.. Power laws in the Roman Empire: a survival analysis. ROYAL SOCIETY OPEN SCIENCE, v. 8, n. 7, . (15/22308-2, 13/07375-0, 17/25971-0)
DINIZ, PAULO S. R.; YAZDANPANAH, NAMED; LIMA, MARKUS V. S.; IEEE. Feature LMS Algorithm for Bandpass System Models. 2019 27TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), v. N/A, p. 5-pg., . (19/06280-1, 15/22308-2)
GAMA, PEDRO HENRIQUE TARGINO; OLIVEIRA, HUGO; DOS SANTOS, JEFERSSON A.; CESAR JR, ROBERTO M.. An overview on Meta-learning approaches for Few-shot Weakly-supervised Segmentation. COMPUTERS & GRAPHICS-UK, v. 113, p. 12-pg., . (15/22308-2, 17/50236-1, 20/06744-5)
FREITAS-ANDRADE, MOISES; COMIN, CESAR H.; VAN DYKEN, PETER; OUELLETTE, JULIE; RAMAN-NAIR, JOANNA; BLAKELEY, NICOLE; LIU, QING YAN; LECLERC, SONIA; PAN, YOULIAN; LIU, ZIYING; et al. Astroglial Hmgb1 regulates postnatal astrocyte morphogenesis and cerebrovascular maturation. NATURE COMMUNICATIONS, v. 14, n. 1, p. 20-pg., . (21/12354-8, 15/22308-2)
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YAZDANPANAH, HAMED; DINIZ, PAULO S. R.; LIMA, MARKUS V. S.. Low-Complexity Feature Stochastic Gradient Algorithm for Block-Lowpass Systems. IEEE ACCESS, v. 7, p. 141587-141593, . (15/22308-2, 19/06280-1)
TOKUDA, ERIC K.; COMIN, CESAR H.; COSTA, LUCIANO DA F.. Revisiting agglomerative clustering. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 585, . (19/01077-3, 15/22308-2, 18/09125-4)
OLIVEIRA, ARTUR ANDRE; BUCKERIDGE, MARCOS S.; HIRATA JR, ROBERTO. Detecting tree and wire entanglements with deep learning. TREES-STRUCTURE AND FUNCTION, v. N/A, p. 13-pg., . (14/50937-1, 18/10767-0, 15/24485-9, 15/22308-2)
DE ARRUDA, HENRIQUE F. R.; CARDOSO, FELIPE M.; DE ARRUDA, GUILHERME F.; HERNANDEZ, ALEXIS R.; COSTA, LUCIANO DA F.; MORENO, YAMIR. Modelling how social network algorithms can influence opinion polarization. INFORMATION SCIENCES, v. 588, p. 14-pg., . (13/07375-0, 15/22308-2, 18/10489-0, 19/16223-5)
COSTA, LUCIANO DA F.. On similarity. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 599, p. 20-pg., . (15/22308-2)
COSTA, LUCIANO DA F.. Multiset neurons. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 609, p. 34-pg., . (15/22308-2)
TOKUDA, ERIC K.; DE ARRUDA, HENRIQUE F.; DOMINGUES, GUILHERME S.; COSTA, LUCIANO DA F.; SHIBATA, FLORENCE AS; CESAR-JR, ROBERTO M.; COMIN, CESAR H.. Estimating the effects of urban green regions in terms of diffusion. ENVIRONMENT AND PLANNING B-URBAN ANALYTICS AND CITY SCIENCE, v. N/A, p. 16-pg., . (15/22308-2, 18/09125-4, 18/10489-0, 19/01077-3)
SOUZA, BARBARA C. E.; SILVA, FILIPI N.; DE ARRUDA, HENRIQUE F.; DA SILVA, GIOVANA D.; COSTA, LUCIANO DA F.; AMANCIO, DIEGO R.. Text characterization based on recurrence networks. INFORMATION SCIENCES, v. 641, p. 15-pg., . (19/07665-4, 21/01744-0, 20/06271-0, 18/10489-0, 15/22308-2)
ESPADOTO, MATEUS; RODRIGUES, FRANCISCO C. M.; HIRATA, NINA S. T.; TELEA, ALEXANDRU C.; HURTER, C; PURCHASE, H; BRAZ, J; BOUATOUCH, K. OptMap: Using Dense Maps for Visualizing Multidimensional Optimization Problems. VISAPP: PROCEEDINGS OF THE 16TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS - VOL. 5: VISAPP, v. N/A, p. 10-pg., . (15/22308-2, 17/25835-9)
BANDO, SILVIA Y.; BERTONHA, FERNANDA B.; VIEIRA, SANDRA E.; DE OLIVEIRA, DANIELLE B. L.; CHALUP, VANESSA N.; DURIGON, EDISON L.; PALMEIRA, PATRICIA; CURI, ANA CRISTINA P.; FARIA, CAROLINE S.; ANTONANGELO, LEILA; et al. Blood leukocyte transcriptional modules and differentially expressed genes associated with disease severity and age in COVID-19 patients. SCIENTIFIC REPORTS, v. 13, n. 1, p. 17-pg., . (20/06160-3, 19/23343-7, 15/22308-2)
HAYASHI, SERGIO Y.; HIRATA, NINA S. T.; IEEE. Understanding attention-based encoder-decoder networks: a case study with chess scoresheet recognition. 2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), v. N/A, p. 7-pg., . (15/22308-2, 17/25835-9)
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., . (18/09125-4, 15/22308-2, 17/09280-7, 13/07375-0, 15/18942-8, 11/50761-2, 15/08003-4)
ALLAHYARZADEH-BIDGOLI, ALI; HAMIDISHAD, NAYEREH; YANAGIHARA, JURANDIR ITIZO. Carbon Capture and Storage Energy Consumption and Performance Optimization Using Metamodels and Response Surface Methodology. JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME, v. 144, n. 5, p. 12-pg., . (15/22308-2)
MARTINAZZO, ANA; ESPADOTO, MATEUS; HIRATA, NINA S. T.; FARINELLA, GM; RADEVA, P; BRAZ, J. Deep Learning for Astronomical Object Classification: A Case Study. VISAPP: PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS, VOL 4: VISAPP, v. N/A, p. 9-pg., . (17/25835-9, 18/25671-9, 15/22308-2)
BENATTI, ALEXANDRE; COSTA, LUCIANO DA F.. On the transient and equilibrium features of growing fractal complex networks. CHAOS SOLITONS & FRACTALS, v. 183, p. 7-pg., . (15/22308-2, 22/15304-4)
BENATTI, ALEXANDRE; DE ARRUDA, HENRIQUE FERRAZ; COSTA, LUCIANO DA FONTOURA. Interrelating neuronal morphology by coincidence similarity networks. Journal of Theoretical Biology, v. 606, p. 11-pg., . (15/22308-2, 18/10489-0, 22/15304-4)
XAVIER CEJNOG, LUCIANO WALENTY; CESAR, ROBERTO MARCONDES, JR.; DE CAMPOS, TEOFILO E.; CARRIL ELUI, VALRIA MEIRELLES; IEEE. Hand range of motion evaluation for Rheumatoid Arthritis patients. 2019 14TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2019), v. N/A, p. 5-pg., . (15/22308-2, 14/50769-1, 16/13791-4)
COSTA, LUCIANO DA FONTOURA. Coincidence complex networks. JOURNAL OF PHYSICS-COMPLEXITY, v. 3, n. 1, p. 18-pg., . (15/22308-2)
CORREIA, BANNY SILVA BARBOSA; DE ARRUDA, HENRIQUE FERRAZ; SPRICIGO, POLIANA CRISTINA; CERIBELI, CAROLINE; ALMEIDA, LUISA SOUZA; CARDOSO, DANIEL RODRIGUES; JACOMINO, ANGELO PEDRO; COSTA, LUCIANO DA FONTOURA; COLNAGO, LUIZ ALBERTO. Emerging studies of NMR-based metabolomics of fruits regarding botanic family species associated with postharvest quality. Journal of Food Composition and Analysis, v. 130, p. 13-pg., . (18/00927-0, 21/12694-3, 18/10489-0, 19/05015-2, 15/22308-2)
SILVA, DENNIS J.; VECHIATTO MIRANDA, PAULO ANDRE; ALVES, WONDER A. L.; HASHIMOTO, RONALDO F.; KOSINKA, JIRI; ROERDINK, JOS B. T. M.. Differential Maximum Euclidean Distance Transform Computation in Component Trees. DISCRETE GEOMETRY AND MATHEMATICAL MORPHOLOGY, DGMM 2024, v. 14605, p. 13-pg., . (18/15652-7, 15/22308-2)
OLIVEIRA, HUGO; GAMA, PEDRO H. T.; BLOCH, ISABELLE; CESAR JR, ROBERTO MARCONDES. Meta-learners for few-shot weakly-supervised medical image segmentation. PATTERN RECOGNITION, v. 153, p. 13-pg., . (20/06744-5, 15/22308-2, 22/15304-4, 17/50236-1)
BENATTI, ALEXANDRE; DE ARRRUDA, HENRIQUE FERRAZ; SILVA, FILIPI NASCIMENTO; COSTA, LUCIANO DA FONTOURA. Enriching and analyzing small citation networks: A case study on transistor's history. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 573, p. 13-pg., . (13/07375-0, 19/16223-5, 18/10489-0, 15/22308-2)
KHAKHKI, MOHSEN KAZEMNIA; MOGHADDAM, PEYMAN POOR; YAZDANPANAH, HAMED; MANSUR, WEBE J.. High-resolution time-frequency hilbert transform using sparsity-aware weighting function. EARTH SCIENCE INFORMATICS, v. 14, n. 3, p. 16-pg., . (15/22308-2)
VENTURA, PAULO C.; TOKUDA, ERIC K.; COSTA, LUCIANO DA F.; RODRIGUES, FRANCISCO A.. A Markov chain for metapopulations of small sizes with attraction landscape. CHAOS SOLITONS & FRACTALS, v. 167, p. 8-pg., . (19/01077-3, 19/23293-0, 15/22308-2, 16/24555-0)
BENATTI, ALEXANDRE; COSTA, LUCIANO DA F.. Recovering hierarchies in terms of content similarity. Journal of Physics A-Mathematical and Theoretical, v. 56, n. 24, p. 20-pg., . (15/22308-2)
GUPTA, SHANTANU; PANDA, PRITAM KUMAR; HASHIMOTO, RONALDO F.; SAMAL, SHAILESH KUMAR; MISHRA, SUMAN; VERMA, SURESH KR; MISHRA, YOGENDRA KUMAR; AHUJA, RAJEEV. Dynamical modeling of miR-34a, miR-449a, and miR-16 reveals numerous DDR signaling pathways regulating senescence, autophagy, and apoptosis in HeLa cells. SCIENTIFIC REPORTS, v. 12, n. 1, p. 13-pg., . (21/09070-8, 15/22308-2)
GALVAO FERRARINI, MARIANA; ZISKA, IRENE; ANDRADE, RICARDO; JULIEN-LAFERRIERE, ALICE; DUCHEMIN, LOUIS; CESAR, ROBERTO MARCONDES; MARY, ARNAUD; VINGA, SUSANA; SAGOT, MARIE-FRANCE. Totoro: Identifying Active Reactions During the Transient State for Metabolic Perturbations. FRONTIERS IN GENETICS, v. 13, p. 12-pg., . (15/22308-2, 15/13430-9)
BARRERA, JUNIOR; HASHIMOTO, RONALDO F.; HIRATA, NINA S. T.; HIRATA, R., JR.; REIS, MARCELO S.. From Mathematical Morphology to machine learning of image operators. SAO PAULO JOURNAL OF MATHEMATICAL SCIENCES, v. 16, n. 1, p. 42-pg., . (15/22308-2, 13/07467-1, 19/21619-5, 17/25835-9)
VIEIRA, SANDRA E.; BANDO, SILVIA Y.; DE PAULIS, MILENA; OLIVEIRA, DANIELLE B. L.; THOMAZELLI, LUCIANO M.; DURIGON, EDISON L.; MARTINEZ, MARINA B.; MOREIRA-FILHO, CARLOS ALBERTO. Distinct transcriptional modules in the peripheral blood mononuclear cells response to human respiratory syncytial virus or to human rhinovirus in hospitalized infants with bronchiolitis. PLoS One, v. 14, n. 3, . (15/22308-2, 12/22854-9)
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, . (15/18942-8, 15/22308-2, 11/50761-2)
MEDINA-RODRIGUEZ, ROSARIO; BELTRAN-CASTANON, CESAR; HASHIMOTO, RONALDO FUMIO. An Approach to Growth Delimitation of Straight Line Segment Classifiers Based on a Minimum Bounding Box. Entropy, v. 23, n. 11, . (15/22308-2)
DE RESENDE, BRUNO MESSIAS F.; COSTA, LUCIANO DA F.. Characterization and comparison of large directed networks through the spectra of the magnetic Laplacian. Chaos, v. 30, n. 7, . (13/07375-0, 15/22308-2)
DE ARRUDA, HENRIQUE F.; COMIN, CESAR H.; COSTA, LUCIANO DA F.. Problem-solving using complex networks. European Physical Journal B, v. 92, n. 6, . (13/07375-0, 15/22308-2, 11/50761-2, 18/09125-4)
YAZDANPANAH, HAMED; DINIZ, PAULO S. R.; LIMA, MARKUS V. S.. Feature Adaptive Filtering: Exploiting Hidden Sparsity. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, v. 67, n. 7, p. 2358-2371, . (19/06280-1, 15/22308-2)
KAWASHIMA, IRINA YURI; NEGRET LOPEZ, MARIA CLAUDIA; CUNHA, MARIELTON DOS PASSOS; HASHIMOTO, RONALDO FUMIO. SARS-CoV-2 host prediction based on virus-host genetic features. SCIENTIFIC REPORTS, v. 12, n. 1, p. 9-pg., . (15/22308-2, 19/24518-5)