Essays about: "Machine Learning"

Showing result 1 - 5 of 516 essays containing the words Machine Learning.

  1. 1. Tampering Classification Using Accelerometer Data

    University essay from Lunds universitet/Matematik LTH och numerisk analys

    Author : Mikael Lindholm; Linus Lindgren; [2017]
    Keywords : machine learning; classification; accelerometer; support vector machine; doorstation; tampering detection; Mathematics and Statistics;

    Abstract : Network Video Door Stations are IP-based door stations for two-way communication, identification, and remote entry control. They have a number of different sensors e.g video, audio and accelerometer that can measure external data. READ MORE

  2. 2. Tuning of machine learning algorithms for automatic bug assignment

    University essay from Linköpings universitet/Programvara och system

    Author : Daniel Artchounin; [2017]
    Keywords : bug triage; bug assignment; bug mining; bug report; activity-based approach; issue tracking; bug repository; bug tracker; pre-processing; feature extraction; feature selection; tuning; model selection; hyper-parameter optimization; text mining; text classification; classifier; supervised learning; machine learning; information retrieval; bugzilla; eclipse jdt; mozilla firefox; open source software; proprietary project; accuracy; mean reciprocal rank; software development; software maintenance; software engineering;

    Abstract : In software development projects, bug triage consists mainly of assigning bug reports to software developers or teams (depending on the project). The partial or total automation of this task would have a positive economic impact on many software projects. READ MORE

  3. 3. Learning controller for prediction of lane change times : A study of driving behaviour using naive Bayes and Artificial Neural Networks

    University essay from

    Author : Ermin Kodzaga; [2017]
    Keywords : ;

    Abstract : Today's trucks are becoming more and more safe due to the use of an Advanced Driver Assistance System (ADAS). This system is aimed to assist the driver in the driving process, and to increase the safety for both the driver and the environment around the vehicle. READ MORE

  4. 4. No-show Forecast Using Passenger Booking Data

    University essay from Lunds universitet/Matematisk statistik

    Author : David Zenkert; [2017]
    Keywords : Mathematics and Statistics;

    Abstract : Amadeus IT Group provide revenue management systems for the airline industry. The concept of overbooking has been known and applied within the industry since the middle of the 20th century, thus playing a large role in a revenue management prospect. READ MORE

  5. 5. Approximation of ab initio potentials of carbon nanomaterials with machine learning

    University essay from Luleå tekniska universitet/Institutionen för teknikvetenskap och matematik

    Author : Oscar Lundberg; Oskar Bjersing; Martin Eriksson; [2017]
    Keywords : ;

    Abstract : In this work potentials of carbon nanomaterials calculated with Density Functional Theory (DFT) are approximated using an Artificial Neural Network (ANN). Previous work in this field has focused on estimating potential energies of bulk structures. READ MORE