Essays about: "Networks"

Showing result 1 - 5 of 4288 essays containing the word Networks.

  1. 1. Neural networks for imputation of missing genotype data : An alternative to the classical statistical methods in bioinformatics

    University essay from Uppsala universitet/Institutionen för biologisk grundutbildning

    Author : Alfred Andersson; [2020]
    Keywords : genetics; imputation; bioinformatics; neural networks; GWAS;

    Abstract : In this project, two different machine learning models were tested in an attempt at imputing missing genotype data from patients on two different panels. As the integrity of the patients had to be protected, initial training was done on data simulated from the 1000 Genomes Project. READ MORE

  2. 2. Performance Analysis of the Preemption Mechanism in TSN

    University essay from Mälardalens högskola/Inbyggda system

    Author : Lejla Murselović; [2020]
    Keywords : Real-time networks; Ethernet-based networks; TSN; Time-Sensitive Networks; preemption mechanism;

    Abstract : Ethernet-based real-time network communication technologies are nowadays a promising communication technology for industrial applications. It offers high bandwidth, scalability and performance compared to the existing real-time networks. READ MORE

  3. 3. Cross-Functional Team Success Factors : A Case Study at a High-Growth Scale-Up

    University essay from KTH/Skolan för industriell teknik och management (ITM); KTH/Skolan för industriell teknik och management (ITM)

    Author : JONATAN AHLQVIST; EDWARD ALPSTEN; [2020]
    Keywords : Cross-functional Teams; Organizational Communication; Organizational Culture; Business Stages; Emergent Networks; Stage Setting Elements; Enablers; Team Behavior; Tvärfunktionella Cross-functional team; Organisatorisk kommunikation; Organisationskultur; Företagsstadier; Emergenta Nätverk; Enablers; Gruppbeteende;

    Abstract : In a growing digital economy, the possibilities for newly established companies are immense, and the market for innovative, disruptive products has grown exponentially. In this environment, single-person start-ups exist alongside billion-dollar organizations with thousands of employees. READ MORE

  4. 4. Performance Analysis of Various Activation Functions Using LSTM Neural Network For Movie Recommendation Systems

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

    Author : Philip Song; André Brogärd; [2020]
    Keywords : ;

    Abstract : The growth of importance and popularity of recommendations system has increased in many various areas. This thesis focuses on recommendation systems for movies. Recurrent neural networks using LSTM blocks have shown some success for movie recommendation systems. READ MORE

  5. 5. Training a Neural Network using Synthetically Generated Data

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

    Author : Fredrik Diffner; Hovig Manjikian; [2020]
    Keywords : Synthetic data set; Generating synthetic data set; Machine learning; Deep Learning; Convolutional Neural Networks; Machine learning model; Character recognition in natural images; Char74k; ICDAR2003.; Syntetiskt dataset; Generera syntetiskt data; Maskininlärning; Maskininlärningsmodell; Djuplärning; Konvolutionära neurala nätverk; teckenigenkänning i bilder; Char74k; ICDAR2003;

    Abstract : A major challenge in training machine learning models is the gathering and labeling of a sufficiently large training data set. A common solution is the use of synthetically generated data set to expand or replace a real data set. READ MORE