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Intermediate representations in Computational Science for knowledge discovery

Grant number: 15/22308-2
Support Opportunities:Research Projects - Thematic Grants
Duration: November 01, 2017 - October 31, 2023
Field of knowledge:Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
Principal Investigator:Roberto Marcondes Cesar Junior
Grantee:Roberto Marcondes Cesar Junior
Host Institution: Instituto de Matemática e Estatística (IME). Universidade de São Paulo (USP). São Paulo , SP, Brazil
Pesquisadores principais:
Carlos Alberto Moreira Filho ; Luciano da Fontoura Costa ; Nina Sumiko Tomita Hirata ; Ronaldo Fumio Hashimoto
Associated researchers: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
Associated grant(s):20/06160-3 - Human leukocyte transcriptional response to SARS-CoV-2 infection, AP.R
18/17421-2 - 2018 IEEE International Conference on Image Processing, AR.EXT
Associated scholarship(s):23/02619-0 - Convolutional neural networks and visual transformers applied to disease detection in plant leaf images, BP.IC
22/14286-2 - Spider species classification using Vision Transformers and Convolutional Neural Networks, BP.IC
22/12204-9 - Development of methods for image captioning: a framework based on computer vision and natural language processing, BP.PD
+ associated scholarships 22/10478-4 - Projects cyberinfrastructure administrator, BP.TT
22/11645-1 - Classification of stars, galaxies, and quasars based on photometric multiband images, BP.IC
21/09070-8 - Modeling, analysis, and inference of biological networks, BP.PD
21/07112-5 - Modeling knowledge by complex networks, BP.IC
20/13255-0 - Algorithms for the acquisition, formation and annotation of remote sensing images, BP.TT
20/13275-1 - Projects cyberinfrastructure administrator, BP.TT
20/06744-5 - Deep learning and intermediate representations for pediatric image analysis, BP.PD
19/23343-7 - Temporal analysis of gene expression, BP.PD
19/01077-3 - Integrating computer vision and complex networks for urban analysis, BP.PD
19/06280-1 - Integration, transformation, dataset augmentation and quality control for intermediate representation, BP.PD
19/06254-0 - Structural pattern recognition and intermediate representations, BP.PD
19/04219-3 - Project cyberinfrasctruture administration, BP.TT
18/10489-0 - Transformations of complex networks and their implication in topology and dynamics of complex systems, BP.PD
18/00390-7 - QR code detection using deep learning models, BP.MS
18/00477-5 - Learning image-to-image transformations, BP.MS
18/07386-5 - Segmentation of neonatal magnetic resonance imaging: a structural approach, BP.MS - associated scholarships

Abstract

This project focuses on a unified strategy for knowledge and emerging dynamics discovery in Computational Science using intermediate representations. The intended applications are in areas characterized by large volumes of data in which knowledge discovery implies the transition from raw data bases for intermediate representations (usually feature vectors and graphs), thus allowing for the subsequent use of different analytical methods. In this context, integration and transformation methods to be used in the generation of intermediate data should also ensure the quality and reliability of data generated for the intermediate representation. The results of the analysis phase may influence both experiments and the integration methods for generating new data by feedback mechanisms. This project has two general goals: 1) to develop methodologies to solve Computational Science problems based on a common approach of intermediate mathematical-computational representations; 2) to apply the developed methodologies to different scientific problems, thus creating specific solutions to each problem. This methodological strategy will be used to address specific problems in areas which our group has been working in recent years: intermediate representations in computer vision and urban informatics; study of biological networks dynamics to characterize the mechanisms of the health-disease transition; development of computational tools for processing of MRI images high field and their integration with biological data; development of new techniques for characterization and visualization of intermediate representations in complex dynamic networks, with applications in Systems Biology. (AU)

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Scientific publications (133)
(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)
HIRATA, NINA S. T.; PAPAKOSTAS, GEORGE A.. On Machine-Learning Morphological Image Operators. MATHEMATICS, v. 9, n. 16, . (17/25835-9, 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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
RODRIGUES, FRANCISCO C. M.; ESPADOTO, MATEUS; HIRATA JR, ROBERTO; TELEA, ALEXANDRU C.. Constructing and Visualizing High-Quality Classifier Decision Boundary Maps. INFORMATION, v. 10, n. 9, p. 22-pg., . (15/01587-0, 15/24485-9, 15/22308-2)
YAZDANPANAH, HAMED. Improved feature least mean square algorithm. INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, v. N/A, p. 11-pg., . (19/06280-1, 15/22308-2)
PIMENTA-ZANON, MATHEUS H.; DE SOUZA, VINICIUS AUGUSTO; HASHIMOTO, RONALDO FUMIO; LOPES, FABRICIO MARTINS; SWARNKAR, T; PATNAIK, S; MITRA, P; MISRA, S; MISHRA, M. Biological Sequence Analysis Using Complex Networks and Entropy Maximization: A Case Study in SARS-CoV-2. AMBIENT INTELLIGENCE IN HEALTH CARE, ICAIHC 2022, v. 317, p. 10-pg., . (15/22308-2)
MONTEIRO, BRUNO A. A.; OLIVEIRA, HUGO; DOS SANTOS, JEFERSSON A.. Self-Supervised Learning for Seismic Image Segmentation From Few-Labeled Samples. IEEE Geoscience and Remote Sensing Letters, v. 19, p. 5-pg., . (20/06744-5, 15/22308-2)
NUNES, IAN; PEREIRA, MATHEUS B.; OLIVEIRA, HUGO; DOS SANTOS, JEFERSSON A.; POGGI, MARCUS; IEEE. CONDITIONAL RECONSTRUCTION FOR OPEN-SET SEMANTIC SEGMENTATION. 2022 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, v. N/A, p. 5-pg., . (20/06744-5, 15/22308-2)
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)
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, p. 9-pg., . (19/06931-2, 16/25682-5, 16/23827-6, 13/07375-0, 15/22308-2)
YAZDANPANAH, HAMED; IEEE. FEATURE AFFINE PROJECTION ALGORITHMS. 2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, v. N/A, p. 5-pg., . (19/06280-1, 15/22308-2)
NUNES, IAN M.; POGGI, MARCUS; OLIVEIRA, HUGO; PEREIRA, MATHEUS B.; DOS SANTOS, JEFERSSON A.; DECARVALHO, BM; GONCALVES, LMG. Deep Open-Set Segmentation in Visual Learning. 2022 35TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2022), v. N/A, p. 6-pg., . (20/06744-5, 15/22308-2)
BURKE, PAULO E. P.; CAMPOS, CLAUDIA B. DE L.; COSTA, LUCIANO DA F.; QUILES, MARCOS G.. A biochemical network modeling of a whole-cell. SCIENTIFIC REPORTS, v. 10, n. 1, p. 14-pg., . (15/50122-0, 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)
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)
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)
HOSSEINI, MARYAM; SEVTSUK, ANDRES; MIRANDA, FABIO; CESAR JR, ROBERTO M.; SILVA, CLAUDIO T.. Mapping the walk: A scalable computer vision approach for generating sidewalk network datasets from aerial imagery. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, v. 101, p. 13-pg., . (19/01077-3, 15/22308-2)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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, p. 6-pg., . (14/19323-7, 15/22308-2, 12/19278-6)
YAZDANPANAH, HAMED; CARINI, ALBERTO; LIMA, MARKUS V. S.; IEEE. L-0-Norm Adaptive Volterra Filters. 2019 27TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), v. N/A, p. 5-pg., . (19/06280-1, 15/22308-2)
CERVANTES, EVELYN PEREZ; COMIN, CESAR HENRIQUE; CESAR JUNIOR, ROBERTO MARCONDES; COSTA, LUCIANO DA FONTOURA. Morphological Neuron Classification Based on Dendritic Tree Hierarchy. NEUROINFORMATICS, v. 17, n. 1, p. 147-161, . (15/22308-2, 15/18942-8)
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)
MOREIRA-FILHO, CARLOS ALBERTO; BANDO, SILVIA YUMI; BERTONHA, FERNANDA BERNARDI; FERREIRA, LEANDRO RODRIGUES; VINHAS, CHRISTIANA DE FREITAS; BOURGUIGNON OLIVEIRA, LUCILA HABIB; NOGUEIRA ZERBINI, MARIA CLAUDIA; FURLANETTO, GLAUCIO; CHACCUR, PAULO; CARNEIRO-SAMPAIO, MAGDA. Minipuberty and Sexual Dimorphism in the Infant Human Thymus. SCIENTIFIC REPORTS, v. 8, . (15/22308-2, 14/50489-9)
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)
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)
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)
COMIN, CESAR H.; PERON, THOMAS; SILVA, FILIPI N.; AMANCIO, DIEGO R.; RODRIGUES, FRANCISCO A.; COSTA, LUCIANO DA F.. Complex systems: Features, similarity and connectivity. PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, v. 861, p. 1-41, . (15/22308-2, 15/08003-4, 16/23827-6, 18/09125-4, 16/19069-9, 14/20830-0, 13/26416-9)
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