Browsing by Author "EL MEMI Malak"

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    A Data-Driven Approach for Automated Generation of Interactive Dashboards in Industry 4.0
    (NATIONAL HIGHER SCHOOL OF TECHNOLOGY AND ENGINEERING - ANNABA, 2025) REDOUANE Abderahim; EL MEMI Malak; KEBIR Salim (Encadrant)
    This thesispresentsthedevelopmentofaweb-basedapplication"CSViz"thatautomates the creationofanalyticaldashboardsfromCSVfiles.Userssimplyuploadtheirdatasets, and thesystemcleans,merges,andvisualizesdatawithminimalintervention.The application aimstodemocratizedatainsightsbysimplifyingthedashboardcreation processfornon-expertusersinIndustry4.0context.
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    Traditional Tools vs LLM-Driven Solutions: A Comparative Study for Data Visualization Methods in Industry 4.0
    (NATIONAL HIGHER SCHOOL OF TECHNOLOGY AND ENGINEERING - ANNABA, 2025) REDOUANE Abderahim; EL MEMI Malak
    This masterthesiscomparestraditionaldatavisualizationtoolswithLLM-driven solutions inIndustry4.0environments.UsingMicrosoftPowerBIandanOpenAI-powered application ncarpricingdata,thestudyevaluatestechnicalperformanceandusability. Results showthattraditionaltoolsexcelinreliabilitywhileLLMsolutionsoffersuperior accessibilitythroughnaturallanguageinterfaces.