Essays about: "Industrial B.."
Showing result 1 - 5 of 69 essays containing the words Industrial B...
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1. Variational AutoEncoders and Differential Privacy : balancing data synthesis and privacy constraints
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This thesis investigates the effectiveness of Tabular Variational Auto Encoders (TVAEs) in generating high-quality synthetic tabular data and assesses their compliance with differential privacy principles. The study shows that while TVAEs are better than VAEs at generating synthetic data that faithfully reproduces the distribution of real data as measured by the Synthetic Data Vault (SDV) metrics, the latter does not guarantee that the synthetic data is up to the task in practical industrial applications. READ MORE
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2. An Empirical Survey of Bandits in an Industrial Recommender System Setting
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : In this thesis, the effects of incorporating unstructured data—images in the wild—in contextual multi-armed bandits are investigated, when used within a recommender system setting, which focuses on picture-based content suggestion. The idea is to employ image features, extracted by a pre-trained convolutional neural network, and study the resulting bandit behaviors when including respective excluding this information in the typical context creation, which normally relies on structured data sources—such as metadata. READ MORE
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3. Digitizing the Document Management Process : Challenges and Opportunities
University essay from Mälardalens universitet/Akademin för innovation, design och teknikAbstract : Date: 2023-06-04 Level: Master Thesis in Industrial Engineering & Management and Master Thesis in Product- & Process Development, 30 ECTS Institution: School of Innovation, Design and Engineering & School of Innovation, Design and Technology, Mälardalen University Authors: Sora Al-Azawi Pascal Nahayo 1999-12-16 1991-04-03 Title: Digitizing the Document Management Process: Challenges and Opportunities Supervisor (University): Catarina Bojesson, Mälardalen University Supervisor (Company): Sofia Lillback, Stora Enso Fors AB Keywords: BPM, Value, Value Creation, Digitalization, Sustainability, Security, Cybersecurity Research Question: What potential challenges and opportunities should be considered to optimize the value when adopting digital alternatives to the Bill of Lading (B/L) in the manufacturing sector? Purpose: The purpose of this study is to explore the potential value of digitizing the document management process in the manufacturing sector while enhancing sustainability and ensuring security and privacy. Specifically, the study aims to evaluate the value of adopting digital alternatives to the B/L. READ MORE
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4. Quality of Spent Mushroom Compost Amended with Organic Material- Effect on Nutrient Content and Plant Growth
University essay from SLU/Dept. of Biosystems and Technology (from 130101)Abstract : Peat, as a non-renewable growing media, poses environmental concerns due to extraction and decomposition processes, leading to increased greenhouse gas emissions. Alternatives growing media with potential to replace or reduce the use of peat are of great need. READ MORE
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5. Exploring the industrial packaging of components for complex electrical products and its sustainability and circularity
University essay from Lunds universitet/FörpackningslogistikAbstract : This master’s thesis explores the sustainability and the circularity of industrial packaging of components for complex electronic products. The research aims to gain insight into the structure of the packaging system between the suppliers and the manufacturers (EMS) and evaluate its circularity to identify the opportunities and challenges for future improvement. READ MORE
