IDENTIFICAÇÃO DE PERFIS EM SINISTROS DE TRÂNSITO EM FORTALEZA-CE USANDO CLUSTERIZAÇÃO COM APRENDIZADO DE MÁQUINA

Mayra Suelen da Silva Miranda; Renato Mateus da Silva Souza; Kaio Gefferson de Almeida Mesquita

O arquivo PDF selecionado deve ser carregado no navegador caso tenha instalado um plugin de leitura de arquivos PDF (por exemplo, uma versão atual do Adobe Acrobat Reader).

Como alternativa, pode-se baixar o arquivo PDF para o computador, de onde poderá abrí-lo com o leitor PDF de sua preferência. Para baixar o PDF, clique no link abaixo.

Caso deseje mais informações sobre como imprimir, salvar e trabalhar com PDFs, a Highwire Press oferece uma página de Perguntas Frequentes sobre PDFs bastante útil.

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Direitos autorais 2025 Mayra Suelen da Silva Miranda, Renato Mateus da Silva Souza, Renato Mateus da Silva Souza, Kaio Gefferson de Almeida Mesquita, Kaio Gefferson de Almeida Mesquita

Centro Universitário Fametro – UNIFAMETRO

ISSN 2448-1270

2

Console

1.138 s

Load Time

52 Queries

Database

13.06 MB

Memory Used

242 Files

Included

`0` Logs	`0` Errors
`1` Memory	`1` Speed

memory	568.67 kB string: PKPApplication::construct
speed	0.859 ms PKPApplication::construct

1.138 s

Load Time

60 s

Max Execution Time

0.859 ms PKPApplication::construct

52

Total Queries

694.735 ms

Total Time

0

Duplicates

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INSERT INTO sessions (session_id, ip_address, user_agent, created, last_used, remember, data, domain) VALUES (kn6r21hes9lu1g4g3foeu2c7h0, 108.162.216.16, Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; [email protected]), 1746278149, 1746278149, 0, , revista.unifametro.edu.br Speed: 185.840 ms

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SELECT pa.*, a.*, COALESCE(stl.setting_value, stpl.setting_value) AS section_title, COALESCE(sal.setting_value, sapl.setting_value) AS section_abbrev FROM published_articles pa INNER JOIN articles a ON pa.article_id = a.article_id LEFT JOIN sections s ON s.section_id = a.section_id LEFT JOIN section_settings stpl ON (s.section_id = stpl.section_id AND stpl.setting_name = title AND stpl.locale = pt_BR) LEFT JOIN section_settings stl ON (s.section_id = stl.section_id AND stl.setting_name = title AND stl.locale = pt_BR) LEFT JOIN section_settings sapl ON (s.section_id = sapl.section_id AND sapl.setting_name = abbrev AND sapl.locale = pt_BR) LEFT JOIN section_settings sal ON (s.section_id = sal.section_id AND sal.setting_name = abbrev AND sal.locale = pt_BR) INNER JOIN article_settings ast ON a.article_id = ast.article_id WHERE ast.setting_name = pub-id::publisher-id AND ast.setting_value = 608 Speed: 8.189 ms

SELECT pa.*, a.*, COALESCE(stl.setting_value, stpl.setting_value) AS section_title, COALESCE(sal.setting_value, sapl.setting_value) AS section_abbrev FROM published_articles pa, articles a LEFT JOIN sections s ON s.section_id = a.section_id LEFT JOIN section_settings stpl ON (s.section_id = stpl.section_id AND stpl.setting_name = title AND stpl.locale = pt_BR) LEFT JOIN section_settings stl ON (s.section_id = stl.section_id AND stl.setting_name = title AND stl.locale = pt_BR) LEFT JOIN section_settings sapl ON (s.section_id = sapl.section_id AND sapl.setting_name = abbrev AND sapl.locale = pt_BR) LEFT JOIN section_settings sal ON (s.section_id = sal.section_id AND sal.setting_name = abbrev AND sal.locale = pt_BR) WHERE pa.article_id = a.article_id AND a.status <> 0 AND a.article_id = 608 Speed: 0.578 ms

Speed: 17.449 ms

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SELECT iss.subscription_id FROM institutional_subscriptions iss, subscriptions s, subscription_types st WHERE POSITION(UPPER(LPAD(iss.domain, LENGTH(iss.domain)+1, '.')) IN UPPER(LPAD(108.162.216.16, LENGTH(108.162.216.16)+1, '.'))) != 0 AND iss.domain != '' AND iss.subscription_id = s.subscription_id AND s.journal_id = 1 Speed: 14.287 ms

SELECT isip.subscription_id FROM institutional_subscription_ip isip, subscriptions s, subscription_types st WHERE ((isip.ip_end IS NOT NULL AND 1822611472 >= isip.ip_start AND 1822611472 <= isip.ip_end AND isip.subscription_id = s.subscription_id AND s.journal_id = 1 AND s.status = 1 AND s.type_id = st.type_id AND st.institutional = 1 AND ((st.non_expiring = 1) OR (st.non_expiring = 0 AND ('2025-05-03 15:15:50' >= s.date_start AND '2025-05-03 15:15:50' <= s.date_end))) AND (st.format = 1 OR st.format = 17)) OR (isip.ip_end IS NULL AND 1822611472 = isip.ip_start AND isip.subscription_id = s.subscription_id AND s.journal_id = 1 Speed: 0.945 ms

SELECT * FROM sections WHERE section_id = 8 Speed: 2.819 ms

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SELECT * FROM sections WHERE section_id = 8 Speed: 8.870 ms

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Speed: 4.643 ms

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Speed: 197.819 ms

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13.06 MB

Used Memory

128M

Total Available

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242

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1.87 MB

Total Size

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7.65 kB C:\xampp\htdocs\classes\journal\Section.inc.php

8.33 kB C:\xampp\htdocs\lib\pkp\classes\comment\CommentDAO.inc.php

4.20 kB C:\xampp\htdocs\lib\pkp\classes\comment\Comment.inc.php

429 bytes C:\xampp\htdocs\plugins\blocks\help\index.php

1.80 kB C:\xampp\htdocs\plugins\blocks\help\HelpBlockPlugin.inc.php

4.50 kB C:\xampp\htdocs\lib\pkp\classes\plugins\BlockPlugin.inc.php

79 bytes C:\xampp\htdocs\cache\fc-pluginSettings-1-helpblockplugin.php

480 bytes C:\xampp\htdocs\plugins\blocks\keywordCloud\index.php

2.49 kB C:\xampp\htdocs\plugins\blocks\keywordCloud\KeywordCloudBlockPlugin.inc.php

79 bytes C:\xampp\htdocs\cache\fc-pluginSettings-1-keywordcloudblockplugin.php

465 bytes C:\xampp\htdocs\plugins\blocks\navigation\index.php

1.56 kB C:\xampp\htdocs\plugins\blocks\navigation\NavigationBlockPlugin.inc.php

79 bytes C:\xampp\htdocs\cache\fc-pluginSettings-1-navigationblockplugin.php

471 bytes C:\xampp\htdocs\plugins\blocks\information\index.php

1.46 kB C:\xampp\htdocs\plugins\blocks\information\InformationBlockPlugin.inc.php

79 bytes C:\xampp\htdocs\cache\fc-pluginSettings-1-informationblockplugin.php

2.57 kB C:\xampp\htdocs\plugins\generic\announcementFeed\AnnouncementFeedBlockPlugin.inc.php

48 bytes C:\xampp\htdocs\cache\fc-pluginSettings-1-announcementfeedblockplugin.php

2.83 kB C:\xampp\htdocs\plugins\generic\webFeed\WebFeedBlockPlugin.inc.php

48 bytes C:\xampp\htdocs\cache\fc-pluginSettings-1-webfeedblockplugin.php

16.59 kB C:\xampp\htdocs\cache\t_compile\%%38^38D^38D7420B%%article.tpl.php

4.33 kB C:\xampp\htdocs\lib\pkp\lib\smarty\internals\core.load_plugins.php

1.89 kB C:\xampp\htdocs\lib\pkp\lib\smarty\internals\core.assemble_plugin_filepath.php

717 bytes C:\xampp\htdocs\lib\pkp\lib\smarty\plugins\modifier.nl2br.php

13.77 kB C:\xampp\htdocs\cache\t_compile\%%35^350^3508C2FA%%header.tpl.php

585 bytes C:\xampp\htdocs\lib\pkp\lib\smarty\plugins\modifier.replace.php

676 bytes C:\xampp\htdocs\lib\pkp\lib\smarty\plugins\modifier.strip_tags.php

16.96 kB C:\xampp\htdocs\cache\t_compile\%%28^280^280EE005%%dublincore.tpl.php

1.74 kB C:\xampp\htdocs\lib\pkp\lib\smarty\plugins\modifier.date_format.php

1.14 kB C:\xampp\htdocs\lib\pkp\lib\smarty\plugins\shared.make_timestamp.php

4.13 kB C:\xampp\htdocs\lib\pkp\lib\phputf8\mbstring\core.php

195 bytes C:\xampp\htdocs\cache\fc-locale-410b60148b726abec38432de5c96b42e.php

284 bytes C:\xampp\htdocs\cache\fc-locale-c344d629b9f4aaddac08f235ad08811c.php

285 bytes C:\xampp\htdocs\cache\fc-locale-bb9c6f82535d1515de25476abac71a1d.php

340 bytes C:\xampp\htdocs\cache\fc-locale-6575c73d1d7a5ad1b385f45ff91e9d7a.php

1.03 kB C:\xampp\htdocs\cache\fc-locale-2f59a5b67df11dab662cb9fcb9c7d8f3.php

1.12 kB C:\xampp\htdocs\cache\fc-locale-26a2224ed1cc61228df86734b425ce4e.php

36.19 kB C:\xampp\htdocs\cache\fc-locale-53c1458d8314760f0c89b7173c2497fe.php

11.32 kB C:\xampp\htdocs\cache\fc-locale-294dffd874f35ee99ca2564134b7de04.php

11.61 kB C:\xampp\htdocs\cache\t_compile\%%31^31B^31BC1435%%googlescholar.tpl.php

481 bytes C:\xampp\htdocs\lib\pkp\lib\smarty\plugins\modifier.lower.php

6.61 kB C:\xampp\htdocs\cache\t_compile\%%DB^DB7^DB7C0092%%block.tpl.php

1002 bytes C:\xampp\htdocs\lib\pkp\lib\smarty\internals\core.get_include_path.php

3.71 kB C:\xampp\htdocs\lib\pkp\lib\smarty\plugins\function.html_options.php

774 bytes C:\xampp\htdocs\lib\pkp\lib\smarty\plugins\shared.escape_special_chars.php

1.91 kB C:\xampp\htdocs\cache\t_compile\%%9D^9D4^9D4BD631%%block.tpl.php

572 bytes C:\xampp\htdocs\cache\fc-keywords_pt_BR-1.php

1.60 kB C:\xampp\htdocs\cache\t_compile\%%CF^CF0^CF00B038%%block.tpl.php

3.41 kB C:\xampp\htdocs\lib\pkp\lib\smarty\plugins\function.math.php

1.32 kB C:\xampp\htdocs\cache\t_compile\%%48^48C^48C37DFD%%block.tpl.php

3.17 kB C:\xampp\htdocs\cache\t_compile\%%56^561^5616391A%%minifiedScripts.tpl.php

5.69 kB C:\xampp\htdocs\cache\t_compile\%%EC^EC1^EC1C53D0%%navbar.tpl.php

4.61 kB C:\xampp\htdocs\cache\t_compile\%%1D^1D0^1D0A8D22%%pdfViewer.tpl.php

2.22 kB C:\xampp\htdocs\cache\t_compile\%%16^161^161CECC9%%readerReferrals.tpl.php

635 bytes C:\xampp\htdocs\lib\pkp\lib\smarty\plugins\modifier.default.php

459 bytes C:\xampp\htdocs\cache\fc-locale-58418cc0cb69333780c6b893a7dd88cf.php

204 bytes C:\xampp\htdocs\cache\fc-locale-5261d46ba570e8cda7d80d8f00268d96.php

2.69 kB C:\xampp\htdocs\cache\fc-locale-843a02a22ea750e045789da3858e082e.php

5.33 kB C:\xampp\htdocs\cache\t_compile\%%12^12D^12D5F8E4%%comments.tpl.php

7.24 kB C:\xampp\htdocs\cache\t_compile\%%CC^CCB^CCBBF62B%%footer.tpl.php

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