Essays about: "Machine Learning"

Showing result 1 - 5 of 418 essays containing the words Machine Learning.

  1. 1. 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

  2. 2. Prediction of Code Lifetime

    University essay from Linköpings universitet/StatistikLinköpings universitet/Tekniska fakulteten

    Author : Per Nordfors; [2017]
    Keywords : machine learning; support vector machines; neural networks; code analysis; version control; open-source;

    Abstract : There are several previous studies in which machine learning algorithms are used to predict how fault-prone a piece of code is. This thesis takes on a slightly different approach by attempting to predict how long a piece of code will remain unmodified after being written (its “lifetime”). READ MORE

  3. 3. Anomaly detection in user behavior of websites using Hierarchical Temporal Memories : Using Machine Learning to detect unusual behavior from users of a web service to quickly detect possible security hazards.

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Victor Berger; [2017]
    Keywords : anomaly detection; machine learning; HTM;

    Abstract : This Master's Thesis focuses on the recent Cortical Learn-ing Algorithm (CLA), designed for temporal anomaly detection. It is here applied to the problem of anomaly detec-tion in user behavior of web services, which is getting moreand more important in a network security context. READ MORE

  4. 4. Application of Learning-based Resource Allocation Scheme for Different UE Antenna Orientations

    University essay from KTH/Skolan för elektro- och systemteknik (EES)

    Author : Jipeng Li; [2017]
    Keywords : ;

    Abstract : One of the main tasks of the fifth generation (5G) network systems is the ability to provide high-data rates with always-on connectivity to the ever-increasing number of smart devices, especially for high mobility users. By cooperation within a number of the Remote Radio Heads (RRHs), higher system capacity can be achieved based on the Cloud Radio Access Network (CRAN) architecture for the 5G network systems. READ MORE

  5. 5. GDP forecasting and nowcasting : Utilizing a system for averaging models to improve GDP predictions for six countries around the world

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Otto Lundberg; [2017]
    Keywords : Forecast evaluation; Nowcast; GDP; Vector autoregression; Machine learning; System for averaging models;

    Abstract : This study was issued by Swedbank because they wanted too improve their GDP growth forecast capabilites.  A program was developed and tested on six countries; USA, Sweden, Germany, UK, Brazil and Norway. READ MORE