Essays about: "transferable"
Showing result 1 - 5 of 90 essays containing the word transferable.
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1. Simulating Mobility of Large Population using Mobile Application Data
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : Understanding people’s travel patterns and knowing the frequency of their travel activities provide important insights for effective transport management and infrastructure planning. While traditional travel surveys have historically contributed to this valuable information, they come with shortcomings such as being expensive to collect, easily outdated, and having short time coverage. READ MORE
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2. 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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3. Designing for Learning in Enterprise Software - An explorative case study investigating admin user needs for learning, instruction, and information retrieval.
University essay from Göteborgs universitet/Graduate SchoolAbstract : Enterprise software plays a vital role in an organization's path to operational excellence and competitiveness. Whether or not the company is able to reap the rewards of the enterprise software depends largely on the extent to which the software is adopted effectively, meaning used with a high level of proficiency by its users. READ MORE
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4. An Obituary for the Billable Hour - A qualitative investigation of the barriers to implementing value-based pricing in the legal industry and the necessary capabilities to facilitate the transition.
University essay from Handelshögskolan i Stockholm/Institutionen för företagande och ledningAbstract : Due to intensifying competition and client expectations, law firms worldwide are starting to transition from the conventional billable hour model to value-based pricing (VBP) models. While promising significant efficiency gains, this transition entails fundamental challenges for all stakeholders and necessitates changes in firms' capabilities. READ MORE
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5. A Comparison of Convolutional Neural Networks used in Melanoma Detection : With transfer learning on the PAD-UFES-20 and ISIC datasets
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Skin cancer is one of the most common forms of cancer, of which melanoma is the most lethal. Early detection is critical to long term survival rates. The use of machine learning to detect melanoma shows promising results in detecting malignant forms. READ MORE
