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Material Type: Ph.D. Dissertation
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Patterns and randomness in networks for computer vision: from graphs to neural networksScabini, Leonardo Felipe Dos SantosBiblioteca Digital de Teses e Dissertações da USP; Universidade de São Paulo; Instituto de Física de São Carlos 2023-07-24Online access. The library also has physical copies. |
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Material Type: Ph.D. Dissertation
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Exploring Complex Networks: Matrix-based and Multiscale Approaches for Pattern RecognitionNeiva, Mariane BarrosBiblioteca Digital de Teses e Dissertações da USP; Universidade de São Paulo; Instituto de Ciências Matemáticas e de Computação 2023-09-05Online access |
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Material Type: Conference Paper
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Deep topological embedding with convolutional neural networks for complex network classificationLeonardo Scabini Lucas Ribas Eraldo Ribeiro; Odemir Martinez Bruno; NetSci-X (2022 Porto)Lecture Notes in Computer Science - LNCS Cham v. 13197, p. 54-66, Feb. 2022Cham 2022Available at IFSC - Inst. Física de São Carlos (PROD032804 )(GetIt) |
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Material Type: Ph.D. Dissertation
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Multi-layer analysis of convolutional neural networks for transfer learning applicationsCondori, Rayner Harold MontesBiblioteca Digital de Teses e Dissertações da USP; Universidade de São Paulo; Instituto de Ciências Matemáticas e de Computação 2022-05-17Online access |
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Material Type: Conference Paper
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Influence of topology on the dynamics of in silico ecosystems with non-hierarchical competitionGisele Helena Barboni Miranda Jan M Baetens; Aisling J Daly; Odemir Martinez Bruno; Bernard De Baets; International Conference on Cellular Automata for Research and Industry - ACRI (14. 2020 Łódź)Lecture Notes in Computer Science - LNCS Heidelberg : Springer v. 12599, p. 113-122, Feb. 2021Heidelberg Springer 2021Available at IFSC - Inst. Física de São Carlos (PROD031264 )(GetIt) |
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Material Type: Ph.D. Dissertation
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Aprendizado de representações e caracterização de redes complexas com aplicações em visão computacionalRibas, Lucas CorreiaBiblioteca Digital de Teses e Dissertações da USP; Universidade de São Paulo; Instituto de Ciências Matemáticas e de Computação 2021-11-22Online access |
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Material Type: Conference Paper
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A fractal-based approach to network characterization applied to texture analysisLucas Correia Ribas Antoine Manzanera; Odemir Martinez Bruno; International Conference on Computer Analysis of Images and Patterns - CAIP (18. 2019 Salerno)Lecture Notes in Computer Science - LNCS Heidelberg : Springer v. 11678, Part I, p. 129-140, 2019Heidelberg Springer 2019Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2960554 ) and other locations(GetIt) |
8 |
Material Type: Conference Paper
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Deep convolutional neural networks for plant species characterization based on leaf midribLeonardo Felipe dos Santos Scabini Rayner Harold Montes Condori; Isabella de Cassia Lima Munhoz; Odemir Martinez Bruno; International Conference on Computer Analysis of Images and Patterns - CAIP (18. 2019 Salerno)Lecture Notes in Computer Science - LNCS Heidelberg : Springer v. 11679, Part II, p. 389-401, 2019Heidelberg Springer 2019Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2960401 ) and other locations(GetIt) |
9 |
Material Type: Conference Paper
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A web-based system to assess texture analysis methods and datasetsAlex Josue Florez Farfan Leonardo Felipe dos Santos Scabini; Odemir Martinez Bruno; International Conference on Computer Analysis of Images and Patterns - CAIP (18. 2019 Salerno)Lecture Notes in Computer Science - LNCS Heidelberg : Springer v. 11679, Part II, p. 425-437, 2019Heidelberg Springer 2019Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2960406 ) and other locations(GetIt) |
10 |
Material Type: Conference Paper
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Dynamic texture classification using deterministic partially self-avoiding walks on networksLucas Correia Ribas Odemir Martinez Bruno; International Conference on Image Analysis and Processing- ICIAP (20. 2019 Trento)Lecture Notes in Computer Science - LNCS Heidelberg : Springer v. 11751, Part I, p. 82-93, 2019Heidelberg Springer 2019Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2963290 ) and other locations(GetIt) |