Essays about: "SDV"

Found 5 essays containing the word SDV.

1. 1. Variational AutoEncoders and Differential Privacy : balancing data synthesis and privacy constraints

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Baptiste Bremond; [2024]
   Keywords : TVAE; Differential privacy; Tabular data; Synthetic data; DP-SGD; TVAE; differentiell integritet; tabelldata; syntetiska data; DP-SGD;

   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

3. 2. Decision-making algorithm for self-driving vehicles Using diagnostics and prognostics for shortterm fault handling

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Erik Branzén; [2021]
   Keywords : Decision-making; diagnostics; prognostics; fault scenario; symptom; självkörande fordon; beslutsfattande; diagnos; prognos; felscenario; symptom;

   Abstract : A problem in self-driving vehicle (SDV) development is replacing human intuition in the diagnostic process. Some fundamental interactions between driver, service personnel, and system developer are hard to replace by onboard systems and processes. READ MORE

4. 3. Drivers of health-tech innovation in Region Skåne

   University essay from Lunds universitet/Ekonomisk-historiska institutionen

   Author : Nicole Skoglund; [2021]
   Keywords : innovation; digitalization; drivers of innovation; healthcare innovation; sustainable development; health-tech; technological change; cloud technologies; Business and Economics;

   Abstract : In direct comparison with other industries, technological innovations are slow to diffuse within the healthcare sector. Scholars estimate that the failure rate of implementing innovation within healthcare organizations range between 30% to 90%. This poses a question as to why the healthcare sector is lagging in the adoption of new technologies. READ MORE

5. 4. The Technical Innovation System of Self-Driving Vehicles in Road Freight Transport : Towards an understanding of Actor Dynamics, Sustainability Outcomes & New Competencies

   University essay from KTH/Lärande

   Author : Anna Björkman; Yuri Joelsson; [2019]
   Keywords : SDV; Node-to-node; Freight transport; TIS; Sustainability; Knowledge; Competencies; Självkörande lastbilar; Nod-till-nod; Godstransport; TIS; Hållbarhet; Kunskap; Kompetens;

   Abstract : Over the last decade, advancements in connectivity, driving automation technology and electrification in combination with changing customer demands have started to rapidly transform the way in which goods are being transported. Following this fast rate of development, self-driving vehicles (SDVs) in road freight transport are anticipated to operate on public streets within the next couple of decades. READ MORE

6. 5. The Technical Innovation System of Self-Driving Vehicles in Road Freight Transport : Towards an understanding of Actor Dynamics, Sustainability Outcomes and New Competencies

   University essay from KTH/Hållbar utveckling, miljövetenskap och teknik; KTH/Lärande

   Author : Yuri Joelsson; Anna Björkman; [2019]
   Keywords : SDV; Node-to-node; Freight transport; TIS; Sustainability; Knowledge; Competencies; Självkörande lastbilar; Nod-till-nod; Godstransport; TIS; Hållbarhet; Kunskap; Kompetens;

   Abstract : Over the last decade, advancements in connectivity, driving automation technology and electrificationin combination with changing customer demands have started to rapidly transform the way in whichgoods are being transported. Following this fast rate of development, self-driving vehicles (SDVs) inroad freight transport are anticipated to operate on public streets within the next couple of decades. READ MORE