Essays about: "K-Nearest Neighbour"

Showing result 1 - 5 of 28 essays containing the words K-Nearest Neighbour.

  1. 1. Hand Gesture Classification using Millimeter Wave Pulsed Radar

    University essay from Lunds universitet/Matematisk statistik

    Author : Eda Dagasan; [2020]
    Keywords : Hand Gesture Classification; Millimeter Wave Radar; Statistical Signal Processing; Time-Frequency Analysis; Room Impulse Response Estimation; Sparse Dictionary Learning; Classification; Supervised Learning; Convolutional Neural Networks; k-Nearest Neighbor; Mathematics and Statistics;

    Abstract : Millimeter wave pulsed radar has found many applications, among them hand gesture sensing, which this work has as purpose. This application has already shown good potential, [1], and here in this work robustness aspects are taken into account. READ MORE

  2. 2. Fraud or Not?

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Thea Åkerblom; Tobias Thor; [2019]
    Keywords : Logistic Regression; K-Nearest Neighbour; classification; random forest; fraud; transactions and statistical learning;

    Abstract : This paper uses statistical learning to examine and compare three different statistical methods with the aim to predict credit card fraud. The methods compared are Logistic Regression, K-Nearest Neighbour and Random Forest. READ MORE

  3. 3. Weighing Machine Learning Algorithms for Accounting RWISs Characteristics in METRo : A comparison of Random Forest, Deep Learning & kNN

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Jesper Landmér Pedersen; [2019]
    Keywords : machine learning; neural network; random forest; k-nearest neighbour; model of the environment and temperature of roads;

    Abstract : The numerical model to forecast road conditions, Model of the Environment and Temperature of Roads (METRo), laid the foundation of solving the energy balance and calculating the temperature evolution of roads. METRo does this by providing a numerical modelling system making use of Road Weather Information Stations (RWIS) and meteorological projections. READ MORE

  4. 4. Load Imbalance Detection for an Induction Motor : - A Comparative Study of Machine Learning Algorithms

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi; Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Stina Berg; Elisabet Lilja Sjökrans; [2019]
    Keywords : Machine learning; industrial gateway; load imbalance; fault detection;

    Abstract : In 2016 the average industry downtime cost was estimated to $260.000 every hour, and with Swedish industries being an important part of the national economy it would be desirable to reduce the amount of unplanned downtime to a minimum. READ MORE

  5. 5. Predicting Personal Taxi Destinations Using Artificial Neural Networks

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Schlyter Fredrik; [2018]
    Keywords : Machine Learning; Neural Networks; Destination prediction; Data mining;

    Abstract : Taxi Stockholm is a Swedish taxi company which would like to improve their mobile phone application with a destination prediction feature. This thesis has created an algo- rithm which predicts a destination to which a taxi customer would like to go. The problem is approached using the KDD process and data mining methods. READ MORE