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Main Authors:	FATHI, F., OUZZIF, M., ABGHOUR, N.
Format:	Recurso digital
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Published:	Zenodo 2020
Online Access:	https://doi.org/10.5281/zenodo.15024711
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author	FATHI, F. OUZZIF, M. ABGHOUR, N.
author_facet	FATHI, F. OUZZIF, M. ABGHOUR, N.
contents	<p><span>In big data era, data shows characters of large volume and velocity, especially variety that is also called heterogeneity, which is the generated datasets from various city domains. Recently, modeling heterogeneous data sources has gathered significant interest especially with the power of artificial intelligence. AI and big data, as it is the case with every tool, are used for good and bad whereas in reality we do not need just intelligence. We need wisdom to create a new powerful and complete image. Our concept is based on the inspiration from human being that every system is like a human being with five senses and the intuition or the sixth sense will be the result of the fusion of all other senses to pave the way to wisdom. In this paper we will showcase how diversity and heterogeneity are key to Fusion for better behaviour and Decision which is the area of the study of many domains like Healthcare, Self-driving cars, and smart Recruitment. Then, we will propose our novel hybrid three Sigma (3∑ w.i.s.d.o.m ) approach, Deep Multimodal Fusion for smart city applications toward wisdom.</span> </p>
format	Recurso digital
id	zenodo_https___doi_org_10_5281_zenodo_15024711
institution	Zenodo
language
publishDate	2020
publisher	Zenodo
record_format	zenodo
spellingShingle	NOVEL HYBRID THREE SIGMA (3∑W.I.S.D.O.M) APPROACH: DEEP MULTIMODAL FUSION FOR SMART CITY APPLICATIONS TOWARD WISDOM FATHI, F. OUZZIF, M. ABGHOUR, N. <p><span>In big data era, data shows characters of large volume and velocity, especially variety that is also called heterogeneity, which is the generated datasets from various city domains. Recently, modeling heterogeneous data sources has gathered significant interest especially with the power of artificial intelligence. AI and big data, as it is the case with every tool, are used for good and bad whereas in reality we do not need just intelligence. We need wisdom to create a new powerful and complete image. Our concept is based on the inspiration from human being that every system is like a human being with five senses and the intuition or the sixth sense will be the result of the fusion of all other senses to pave the way to wisdom. In this paper we will showcase how diversity and heterogeneity are key to Fusion for better behaviour and Decision which is the area of the study of many domains like Healthcare, Self-driving cars, and smart Recruitment. Then, we will propose our novel hybrid three Sigma (3∑ w.i.s.d.o.m ) approach, Deep Multimodal Fusion for smart city applications toward wisdom.</span> </p>
title	NOVEL HYBRID THREE SIGMA (3∑W.I.S.D.O.M) APPROACH: DEEP MULTIMODAL FUSION FOR SMART CITY APPLICATIONS TOWARD WISDOM
url	https://doi.org/10.5281/zenodo.15024711

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

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