Essays about: "Datagenerering"

Showing result 11 - 15 of 15 essays containing the word Datagenerering.

1. 11. Generation of Synthetic Data with Generative Adversarial Networks

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

   Author : Douglas Garcia Torres; [2018]
   Keywords : Synthetic Data Generation; Generative Adversarial Networks; Machine Learning; Deep Learning; Neural Networks; Syntetisk Datagenerering; Generativa Adversariella Nätverk; Maskin-lärande; Djupt Lärande; Neurala Nätverk.;

   Abstract : The aim of synthetic data generation is to provide data that is not real for cases where the use of real data is somehow limited. For example, when there is a need for larger volumes of data, when the data is sensitive to use, or simply when it is hard to get access to the real data. READ MORE

3. 12. Utility of Differentially Private Synthetic Data Generation for High-Dimensional Databases

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

   Author : Daan Knoors; [2018]
   Keywords : ;

   Abstract : When processing data that contains sensitive information, careful consideration is required with regard to privacy-preservation to prevent disclosure of confidential information. Privacy engineering enables one to extract valuable patterns, safely, without compromising anyone’s privacy. READ MORE

4. 13. Towards transport futures using mobile data analytics : Stakeholder identification in the city of Stockholm

   University essay from KTH/Hållbar utveckling, miljövetenskap och teknik

   Author : Aurora Garrido Fernández; [2018]
   Keywords : Stakeholder analysis; stakeholders’ relationships; mobile data; actor network; data-driven market; clusters; urban mobility; integrated transport; MaaS;

   Abstract : The use of big data in urban transport planning is unstoppably gaining momentum and with the help of strategic business partnerships and technological advancements (e.g. READ MORE

5. 14. Utility of Differentially Private Synthetic Data Generation for High-Dimensional Databases

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

   Author : Daan Josephus Knoors; [2018]
   Keywords : ;

   Abstract : When processing data that contains sensitive information, careful consideration is required with regard to privacy-preservation to prevent disclosure of confidential information. Privacy engineering enables one to extract valuable patterns, safely, without compromising anyone’s privacy. READ MORE

6. 15. Analysis and comparison of interfacing, data generation and workload implementation in BigDataBench 4.0 and Intel HiBench 7.0

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

   Author : Alexander Barosen; Sadok Dalin; [2018]
   Keywords : Big Data; Benchmarking; BigDataBench; HiBench; Analy- sis; Comparison; Interfacing; Data Generation; Big Data; Benchmarking; BigDataBench; HiBench; Analys; Jämförelse; Gränssnitt; Datagenerering;

   Abstract : One of the major challenges in Big Data is the accurate and meaningful assessment of system performance. Unlike other systems, minor differences in efficiency can escalate to large differences in costs and power consumption. READ MORE