Essays about: "data mining prediction"

Showing result 16 - 20 of 69 essays containing the words data mining prediction.

  1. 16. Fault Prediction in Android Systems through AI

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

    Author : Kirsten Bassuday; Murtada Ahmed; [2019-10-04]
    Keywords : Machine Learning; Data Science; Process Metrics; Git; Defect Prediction; Repository Mining; Jira;

    Abstract : Software code defect prediction is important in improving code quality and the turnaround time of software products. In this thesis we investigate how to create and extract features, analyze existing work to create and realize a defect prediction technique that can be applied in an industrial setting. READ MORE

  3. 17. Predicting rifle shooting accuracy from context and sensor data : A study of how to perform data mining and knowledge discovery in the target shooting domain

    University essay from Högskolan i Jönköping/JTH, Datateknik och informatik

    Author : Max Pettersson; Viktor Jansson; [2019]
    Keywords : Interpretability; Target shooting; Regression trees; Feature selection; Cross-validation;

    Abstract : The purpose of this thesis is to develop an interpretable model that gives predictions for what factors impacted a shooter’s results. Experiment is our chosen research method. Our three independent variables are weapon movement, trigger pull force and heart rate. Our dependent variable is shooting accuracy. READ MORE

  4. 18. Optimizing Bike Sharing System Flows using Graph Mining, Convolutional and Recurrent Neural Networks

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

    Author : Davor Ljubenkov; [2019]
    Keywords : Data Science; Data Visualization; Bike-Sharing Systems; Graph Mining; Time Series Prediction; Machine Learning; Deep Learning; Recurrent Neural networks; Convolutional Neural Networks; Shareable Cities; Urban Informatics;

    Abstract : A Bicycle-sharing system (BSS) is a popular service scheme deployed in cities of different sizes around the world. Although docked bike systems are its most popular model used, it still experiences a number of weaknesses that could be optimized by investigating bike sharing network properties and evolution of obtained patterns. READ MORE

  5. 19. Prediction of Factors Influencing Rats Tuberculosis Detection Performance Using Data Mining Techniques

    University essay from Uppsala universitet/Institutionen för informatik och media

    Author : Joan Jonathan; [2019]
    Keywords : ;

    Abstract : This thesis aimed to predict the factors that influence rats TB detection performance using data mining techniques. A rats TB detection performance dataset was given from APOPO TB training and research center in Morogoro, Tanzania. READ MORE

  6. 20. Text to features for Swedish text

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Man Dan Ly; [2019]
    Keywords : ;

    Abstract : In text mining, texts are usually transformed into numerical vectors or feature vectors, before they are given to a machine learning algorithm for text classification. In this project, a set of features for classifying tweets in Swedish was created. READ MORE