Essays about: "Maskininlärning"

Showing result 1 - 5 of 1010 essays containing the word Maskininlärning.

  1. 1. Towards Realistic Datasets forClassification of VPN Traffic : The Effects of Background Noise on Website Fingerprinting Attacks

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Author : Christoffer Sandquist; Jon-Erik Ersson; [2023]
    Keywords : Data collection; Website fingerprinting; dataset; traffic analysis; VPN; encrypted traffic; machine learning; deep learning; network measurements; twitch; Datainsamling; Profilering av hemsidor; dataset; trafikanalys; VPN; krypterad trafik; maskininlärning; djupinlärning; nätverksmätningar; twitch;

    Abstract : Virtual Private Networks (VPNs) is a booming business with significant margins once a solid user base has been established and big VPN providers are putting considerable amounts of money into marketing. However, there exists Website Fingerprinting (WF) attacks that are able to correctly predict which website a user is visiting based on web traffic even though it is going through a VPN tunnel. READ MORE

  2. 2. Making Use of the Factor Zoo: An unpretentious attempt to predict asset returns using machine learning methods.

    University essay from Göteborgs universitet/Institutionen för nationalekonomi med statistik

    Author : Line Clausen; Jesper Strömberg; [2022-02-15]
    Keywords : ;

    Abstract : Factor modeling with the purpose of estimating assets returns is a dynamic and ever changing subject within finance. Recent literature has presented over 300 different fac-tors that seem to have significance in predicting asset returns. This new phenomenon in factor modeling has been dubbed ”The Factor Zoo”. READ MORE

  3. 3. Maximizing the performance of point cloud 4D panoptic segmentation using AutoML technique

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

    Author : Teng Ma; [2022]
    Keywords : LiDAR perception; 4D panoptic segmentation; Hyperparameter Optimization; Deep learning; Automated Machine Learning; LiDAR-uppfattning; 4D-panoptisk segmentering; hyperparameteroptimering; djupinlärning; automatiserad maskininlärning;

    Abstract : Environment perception is crucial to autonomous driving. Panoptic segmentation and objects tracking are two challenging tasks, and the combination of both, namely 4D panoptic segmentation draws researchers’ attention recently. READ MORE

  4. 4. Machine Learning for Improving Detection of Cooling Complications : A case study

    University essay from KTH/Industriell produktion

    Author : William Bruksås Nybjörk; [2022]
    Keywords : Temperature controllable containers; Machine Learning; imbalanced data; data analysis; noisy labels; feature engineering; threshold tuning;

    Abstract : The growing market for cold chain pharmaceuticals requires reliable and flexible logistics solutions that ensure the quality of the drugs. These pharmaceuticals must maintain cool to retain the function and effect. Therefore, it is of greatest concern to keep these drugs within the specified temperature interval. READ MORE

  5. 5. Innovation in Defense : characteristics of high-performing defense startups

    University essay from Uppsala universitet/Företagsekonomiska institutionen

    Author : Sebastian Uggla; [2022]
    Keywords : Defense; Innovation; Venture Capital; SBIR; Machine Learning; Patents; Försvar; Innovation; Riskkapital; SBIR; Maskininlärning; Patent;

    Abstract : Recently several European countries have announced massive increases in their military budgets. Innovation initiatives organized by NATO and the European Defence Fund will also be conducted over the coming decade. READ MORE