Essays about: "Dataintegritet"

Showing result 11 - 15 of 20 essays containing the word Dataintegritet.

  1. 11. Decentralized Large-Scale Natural Language Processing Using Gossip Learning

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

    Author : Abdul Aziz Alkathiri; [2020]
    Keywords : gossip learning; decentralized machine learning; distributed machine learning; NLP; Word2Vec; data privacy; skvallerinlärning; decentraliserad maskininlärning; distribuerad maskininlärning; naturlig språkbehandling; Word2Vec; dataintegritet;

    Abstract : The field of Natural Language Processing in machine learning has seen rising popularity and use in recent years. The nature of Natural Language Processing, which deals with natural human language and computers, has led to the research and development of many algorithms that produce word embeddings. READ MORE

  3. 12. Time to Next Flow Classification in Mobile Networks with Federated Learning

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

    Author : Alex Knight-Williams; [2020]
    Keywords : ;

    Abstract : Understanding traffic dynamics and user demand in a cellular network is essential for effective resource management, which in turn improves the network’s energy and cost efficiency. This thesis focuses on the task of classifying the time until the arrival of the next flow at a user level in a real network traffic data set. READ MORE

  4. 13. Real-time forecasting of dietary habits and user health using Federated Learning with privacy guarantees

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

    Author : Sonia-Florina Horchidan; [2020]
    Keywords : Federated Learning; Time Series Forecasting; Clustering; Pattern Matching; Real-time Data Processing; Differential Privacy; Data Privacy.; Federerade Lärande; Tidsseriesprognos; Klustergruppering; Mönstermatchning; Realtidshantering av data; Differentialintegritet; Dataintegritet;

    Abstract : Modern health self-monitoring devices and applications, such as Fitbit and MyFitnessPal, empower users to take concrete actions and set fitness and lifestyle goals based on their recorded trends and statistics. Predicting such trends is beneficial in the road of achieving long-time targets, as the individuals can adjust their diets and habits at any point to guarantee success. READ MORE

  5. 14. Automated Testing of Database Schema Migrations

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

    Author : Peter Jonsson; [2019]
    Keywords : ;

    Abstract : Modern applications use databases, and the majority of them are relational databases, which use schemas to impose data integrity constraints. As applications change, so do their databases. Database schemas are changed using migrations. READ MORE

  6. 15. An exploratory paper of the privacy paradox in the age of big data and emerging technologies

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

    Author : Michelle Serra; [2018]
    Keywords : Information Privacy; Privacy Paradox; User psychology; Artificial Intelligence; Big Data;

    Abstract : Technological innovations and advancements are helping people gain an increasingly comfortable life, as well as expand their social capital through online networks by offering individual's new opportunities to share personal information. By collecting vast amounts of data a whole new range of services can be offered, information can be collected and compared, and a new level of individualization can be reached. READ MORE