Essays about: "Feed Forward Neural Networks"

Showing result 26 - 30 of 56 essays containing the words Feed Forward Neural Networks.

  1. 26. On Optimization of Sequential Decision-Making in Customer Relationship Management using Deep Reinforcement Learning

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

    Author : Christian Ryan; [2019]
    Keywords : ;

    Abstract : Customer relationship management (CRM) is a fickle but pivotal elementto the success of any business. Used correctly, it can not only yield higherrevenue and lower operational costs, but significantly boost customersatisfaction. Nonetheless, it can also be mismanaged—sacrificing thewell-being of customers for profitability. READ MORE

  3. 27. A comparison between Neural networks, Lasso regularized Logistic regression, and Gradient boosted trees in modeling binary sales

    University essay from KTH/Optimeringslära och systemteori

    Author : Rickard Strandberg; Johan Låås; [2019]
    Keywords : ;

    Abstract : The primary purpose of this thesis is to predict whether or not a customer will make a purchase from a specific item category. The historical data is provided by the Nordic online-based IT-retailer Dustin. READ MORE

  4. 28. Machine Learning for Activity Recognition of Dumpers

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

    Author : Henrik Axelsson; Daniel Wass; [2019]
    Keywords : Civil engineering; earth-moving; dumper; machine learning; naive bayes; random forest; neural networks; smartphone sensors; accelerometer; gyroscope.;

    Abstract : The construction industry has lagged behind other industries in productivity growth rate. Earth-moving sites, and other practices where dumpers are used, are no exceptions. Such projects lack convenient and accurate solutions for utilization mapping and tracking of mass flows, which both currently and mainly rely on manual activity tracking. READ MORE

  5. 29. Audio classification with Neural Networks for IoT implementation

    University essay from Mittuniversitetet/Institutionen för elektronikkonstruktion

    Author : Nadim Kvernes Khadoor; [2019]
    Keywords : Neural Networks; deep learning; machine learning; acoustics; sound sensor; IoT; statistical classifiers;

    Abstract : This project is based upon two previous projects handed to the author by the Norwegian University of Science and Technology in co-operation with Disruptive Technologies.   The report discusses sound sensing and Neural Networks, and their application in IoT. READ MORE

  6. 30. CO2 Flow Estimation using Sidestream Capnography and Patient Flow in Anaesthesia Delivery Systems

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

    Author : Erik Micski; [2019]
    Keywords : Capnography; Sidestream; Mainstream; CO2; estimation; neural network; flow; volumetric capnography; ETCO2;

    Abstract : Volumetric CO2 data from patients in anaesthesia delivery systems are sought after by physicians. The CO2 data obtained with the commonly used sidestream sampling technique are not considered adequate for volumetric CO2 estimation due to distortion and desynchrony with patient flow. READ MORE