Essays about: "Synthetic data"

Showing result 31 - 35 of 520 essays containing the words Synthetic data.

1. 31. RocksDB Read Optimization Strategies for Streaming Applications

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

   Author : Björkman Fredrik; [2023]
   Keywords : RocksDB; Data streams; Micro-batching; Data stream processing; read operation benchmark; Data stream workload simulation; RocksDB; Dataströmmar; Mikro-batching; Dataströmsprocessering; Läsoperationsmätresultat; Dataströmsarbetsbelastningssimulation;

   Abstract : Modern stream processors rely on embedded key-value stores to manage state that accumulates over long-running computations and exceeds the available memory size. One of these key-value stores is RocksDB, which is widely used in many applications requiring high-performing storage with low latency. READ MORE

3. 32. InclusiveRender A metaverse Engine prototype to support Accessible Environments for people with ASD

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Oscar Borg; Niklas Enberg; [2023]
   Keywords : metaverse; Autism Spectrum Disorder; Virtual Reality; Immersive Learning; Personalised Learning; Machine Learning; Accessibility;

   Abstract : The metaverse has seen increased usages in its capabilities as an educational tool by immersing users in virtual scenarios. This technology is inaccessible for user groups that require higher degrees of accessibility and personalization, as most metaverse implementations do not adjust to the user’s needs. READ MORE

4. 33. Towards Building Privacy-Preserving Language Models: Challenges and Insights in Adapting PrivGAN for Generation of Synthetic Clinical Text

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Atena Nazem; [2023]
   Keywords : Generative Adversarial Networks; privacy-preserving language models; clinical text data; reinforcement learning; synthetic data;

   Abstract : The growing development of artificial intelligence (AI), particularly neural networks, is transforming applications of AI in healthcare, yet it raises significant privacy concerns due to potential data leakage. As neural networks memorise training data, they may inadvertently expose sensitive clinical data to privacy breaches, which can engender serious repercussions like identity theft, fraud, and harmful medical errors. READ MORE

5. 34. An empirical study of the impact of data dimensionality on the performance of change point detection algorithms

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

   Author : Léo Noharet; [2023]
   Keywords : Time series segmentation; Change point detection; Multivariate time series; Data dimensionality; Tidsserie-segmentering; Förändringspunkts detektering; Mulitvariabla tidsserier; Data dimentionalitet;

   Abstract : When a system is monitored over time, changes can be discovered in the time series of monitored variables. Change Point Detection (CPD) aims at finding the time point where a change occurs in the monitored system. READ MORE

6. 35. Macro-based Adjustment Factors for Valuations in Venture Capital

   University essay from Lunds universitet/Nationalekonomiska institutionen

   Author : Tomás Pinto; [2023]
   Keywords : Valuation; Start-ups; VCM; Multiples Approach; Business and Economics;

   Abstract : This paper focuses on creating macro-based adjustment factors which can be applied to the valuation of start-up companies. Since start-up companies are private, market valuations are limited to events such as funding rounds or M&A transactions, which happen only at discrete points in time. READ MORE