Essays about: "Machine Learning"

Showing result 1 - 5 of 1457 essays containing the words Machine Learning.

  1. 1. Machine Learning Based Prediction and Classification for Uplift Modeling

    University essay from KTH/Matematisk statistik; KTH/Matematisk statistik

    Author : Lovisa Börthas; Jessica Krange Sjölander; [2020]
    Keywords : Uplift Modeling; Data Pre-Processing; Predictive Modeling; Incremental Modeling; Random Forests; Logistic Regression; Neural Networks; Ensemble Methods; Machine Learning; Multi-Layer Perceptron; Inkrementell responsanalys; databehandling; prediktiv modellering; random forests; logistisk regression; neurala nätverk; mulit-layer perceptron; ensemble metoder; maskininlärning;

    Abstract : The desire to model the true gain from targeting an individual in marketing purposes has lead to the common use of uplift modeling. Uplift modeling requires the existence of a treatment group as well as a control group and the objective hence becomes estimating the difference between the success probabilities in the two groups. READ MORE

  2. 2. Sequence Prediction for Identifying User Equipment Patterns in Mobile Networks

    University essay from KTH/Matematisk statistik

    Author : Theoharis Charitidis; [2020]
    Keywords : Markov chain; mobile networks; user equipment; machine learning; statistics; sequence prediction; stochastic process; Maskininlärning; mobila nätverk; statistik; markovkedjor; all k order markov; stokastisk process; sekvensprediktering;

    Abstract : With an increasing demand for bandwidth and lower latency in mobile communication networks it becomes gradually more important to improve current mobile network management solutions using available network data. To improve the network management it can for instance be of interest to infer future available bandwidth to the end user of the network. READ MORE

  3. 3. An approach to automate accident scenario generation using recurrent neural networks

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Ludvig Oliver Gee; Ian Rhys Jenkins; [2019-11-26]
    Keywords : Machine Learning; Recurrent Neural Networks; Active Safety Systems; Scenario Generation; Testing; Time Series Prediction;

    Abstract : There is a need to improve the test procedure of Active Safety Systems through the automation of scenario generation, especially accident scenarios that are critical for testing. The purpose of this thesis is to provide an approach to automate the test generation process using machine learning. READ MORE

  4. 4. City Safety Event Classification using Machine Learning

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Natalia Jurczynska; [2019-11-21]
    Keywords : Data Science; machine learning; time series analysis; binary classification; data pre-processing; feature engineering; thesis;

    Abstract : City safety technology aims to reduce vehicle collisions using activated warningsand braking based on automated detection of environmental threats. However, automaticdetection of tentative collisions may differ from driver perception, leadingto false positive activations. READ MORE

  5. 5. Machine Learning for Suicide Risk Assessment on Depressed Patients

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : ARNAUD MOULIS; [2019-11-21]
    Keywords : Suicide Risk Assessment; Suicide Detection; Machine Learning; Support Vector Machine;

    Abstract : Suicide is a global phenomena and the leading cause of death in some countriesand age groups, accounting for nearly 1 million deaths and 10 million attempts peryear. It costs society a substantial amount of money both directly and indirectly notto mention the tremendous amount of emotional distress and pain for families andfriends. READ MORE