Sökning: "Long Short Time Memory"

Visar resultat 1 - 5 av 105 uppsatser innehållade orden Long Short Time Memory.

  1. 1. BLE Beacon Based Indoor Positioning System in an Office Building using Machine Learning

    Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Författare :Rohan Reddy Tirumalareddy; [2020]
    Nyckelord :Indoor Positioning System; Fingerprinting; Machine Learning; Bluetooth Low Energy;

    Sammanfattning : Context: Indoor positioning systems have become more widespread over the past decade, mainly due to devices such as Bluetooth Low Energy beacons which are low at cost and work effectively. The context of this thesis is to localize and help people navigate to the office equipment, meeting rooms, etc. LÄS MER

  2. 2. Sequence classification on gamified behavior data from a learning management system : Predicting student outcome using neural networks and Markov chain

    Master-uppsats, Högskolan i Skövde/Institutionen för informationsteknologi

    Författare :Niclas Elmäng; [2020]
    Nyckelord :Long Short-term Memory; Convolutional neural network; Markov Chain; Time series Classification; Gamification;

    Sammanfattning : This study has investigated whether it is possible to classify time series data originating from a gamified learning management system. By using the school data provided by the gamification company Insert Coin AB, the aim was to distribute the teacher’s supervision more efficiently among students who are more likely to fail. LÄS MER

  3. 3. Deep Learning for Anomaly Detection in Microwave Links : Challenges and Impact on Weather Classification

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Olof Engström; [2020]
    Nyckelord :Anomaly Detection; Time Series; Forecasting; Weather Classification; Microwave Link; CNN; LSTM; Avvikelsedetektering; Tidsserier; Prognostisering; Väderklassificering; Mikrovågslänkar; faltningsnätverk; CNN; LSTM;

    Sammanfattning : Artificial intelligence is receiving a great deal of attention in various fields of science and engineering due to its promising applications. In today’s society, weather classification models with high accuracy are of utmost importance. LÄS MER

  4. 4. Evaluation of text classification techniques for log file classification

    Master-uppsats, Linköpings universitet/Institutionen för datavetenskap

    Författare :Per Olin; [2020]
    Nyckelord :Text classification; machine learning; NLP; natural language processing; log file; doc2vec; CNN; LSTM; LSTM-CNN;

    Sammanfattning : System log files are filled with logged events, status codes, and other messages. By analyzing the log files, the systems current state can be determined, and find out if something during its execution went wrong. LÄS MER

  5. 5. Deep Learning för klassificering av kundsupport-ärenden

    Uppsats för yrkesexamina på grundnivå, Högskolan i Gävle/Datavetenskap

    Författare :Max Jonsson; [2020]
    Nyckelord :Natural Language Processing; Text Classification; Convolutional Neural Network; Long Short Time Memory; Naturlig språkbehandling; Textklassificering; Convolutional Neural Network; Long Short Time Memory;

    Sammanfattning : Företag och organisationer som tillhandahåller kundsupport via e-post kommer över tid att samla på sig stora mängder textuella data. Tack vare kontinuerliga framsteg inom Machine Learning ökar ständigt möjligheterna att dra nytta av tidigare insamlat data för att effektivisera organisationens framtida supporthantering. LÄS MER