Essays about: "life machine"

Showing result 1 - 5 of 273 essays containing the words life machine.

  1. 1. Early Detection and Differentiation of Circulatory Shock in the Intensive Care Unit using Machine Learning

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Therese Lindberg; [2022]
    Keywords : machine learning; prediction; circulatory shock; intensive care unit; ICU;

    Abstract : In the intensive care unit, patients with crucial, life-threatening conditions are admitted and need constant monitoring. Here, the need for a quick and efficient decision support tool is the greatest. READ MORE

  3. 2. Root-cause analysis with data-driven methods and machine learning in lithium-ion battery tests : Master's thesis about detecting deviations with PCA

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Frans Rademacher; [2022]
    Keywords : Machine learning; Li-ion; batteries; PCA; deviations; anomaly detection; root-cause analysis; differential capacity; feature engineering;

    Abstract : The increased demand of energy storage systems and electric vehicles on the market result in high demand of lithium-ion batteries. As a lithium-ion battery manufacturer, Northvolt runs quality tests on the products to assess their performance, life and safety. READ MORE

  4. 3. Explainable Machine Learning for Lead Time Prediction : A Case Study on Explainability Methods and Benefits in the Pharmaceutical Industry

    University essay from KTH/Hållbar produktionsutveckling (ML)

    Author : Paul Fussenegger; Niklas Lange; [2022]
    Keywords : Lead time; machine learning; explainability; regression analysis; production planning and control; Ledtid; maskininlärning; förklarbarhet; regressionsanalys; produktionsplanering och produktionsstyrning;

    Abstract : Artificial Intelligence (AI) has proven to be highly suitable for a wide range of problems in manufacturing environments, including the prediction of lead times. Most of these solutions are based on ”black-box” algorithms, which hinder practitioners to understand the prediction process. READ MORE

  5. 4. Reinventing The Switch : How Might We Facilitate Adapting Lighting Conditions To Users’ Needs In Homes

    University essay from Malmö universitet/Institutionen för konst, kultur och kommunikation (K3)

    Author : Ghaith Alhalaby; [2022]
    Keywords : interaction with light; family home; machine learning; AI; ambient intelligence; user experience;

    Abstract : Light shapes the environment we live in and thereby our lives. The advancement in technology made it possible to accurately adjust different light properties. This high level of control is promising and changing at the same time. Taming this complexity and providing users with meaningful ways to interact with light is at the core of this mission. READ MORE

  6. 5. Evaluating Distributed Machine Learning for Fog Computing loT scenarios : A Comparison Between Distributed and Cloud-based Training on Tensorflow

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Hassan El Ghamri; [2022]
    Keywords : Machine learning; distributed machine learning; IoT; cloud computing; fog computing; Tensorflow; Maskininlärning; distribuerad maskininlärning; sakernas internet; molntjänster; fog computing; Tensorflow;

    Abstract : Dag för dag blir sakernas internet-enheter (IoT) en större del av vårt liv. För närvarande är dessa enheter starkt beroende av molntjänster vilket kan utgöra en integritetsrisk. Det allmänna syftet med denna rapport är att undersöka alternativ till molntjänster, ett ganska fascinerande alternativ är fog computing. READ MORE