Essays about: "benefits of distribution"

Showing result 1 - 5 of 292 essays containing the words benefits of distribution.

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. How distributional equity affects evolutionarily sustainable landscape management

   University essay from Göteborgs universitet / Institutionen för biologi och miljövetenskap

   Author : Malin Johansson; [2023-12-14]
   Keywords : ;

   Abstract : As the human population rapidly grows, ensuring food availability for everyone will require substantial agricultural intensification in a sustainable manner. This must however be achieved without negatively impacting ecosystems or stakeholders' (e.g. farmers) livelihoods. READ MORE

4. 3. The new era of Electric Vehicles: Rolling out the Energy Storage Solution of Tomorrow - A single case study investigating fleet customers' opportunities and challenges with adopting Vehicle-to-Grid technology, to identify complexities and important considerations when accelerating the implementation.

   University essay from Göteborgs universitet/Graduate School

   Author : Fanny Söderström; Maria Nordin; [2023-07-20]
   Keywords : Innovation; Sustainability; Technology Adoption; Electrical Distribution; Power Grid; Electric Vehicles; Energy Storage Solutions; Renewable Energy; V2X; Vehicle-to-Grid; V2G;

   Abstract : The following thesis investigates the complexities of implementing the Vehicle-to-Grid (V2G) technology. It explores the perceived benefits and challenges that fleet customers within an automotive company have towards the technology. READ MORE

5. 4. Space Utilization in Road Transportation: A Case Study of Truck Deliveries

   University essay from Göteborgs universitet/Graduate School

   Author : Marija Nikolova; Sirious Nterai; [2023-07-03]
   Keywords : Distribution; Emissions; Packaging; Truck deliveries; Space Utilization; Space Optimization;

   Abstract : Aim: To understand why big logistics companies do not focus their resources on improving space utilization and decreasing the phenomenon of empty running. Moreover, this study aims to present the potential economic and environmental benefits of reduced excess air in packaging and its effect on truck deliveries. READ MORE

6. 5. Preserving Privacy in Cloud Services by Using an Explainable Deep-Learning Model for Anomaly Detection

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Shiwei Dong; [2023]
   Keywords : ;

   Abstract : As cloud services become increasingly popular, ensuring their privacy and security has become a significant concern for users. Cloud computing involves Data Service Outsourcing and Computation Outsourcing, which require additional security considerations compared to traditional computing. READ MORE