Browsing Μεταπτυχιακές εργασίες / Master Theses by Keywords "machine learning"

Now showing items 1-7 of 7

  • Design and development of a web-based data visualization software for political tendency identification of Twitter’s users using Python Dash Framework.

    H.M.U., School of Engineering (ScENG) MSc in Informatics & Multimedia
    Authors: Britzolakis, Alexandros
    Thesis advisor: Papadakis, Nikolaos
    Publication Date: 2020-06-11
    The rapid evolution of computers as well as the emerge of the internet brought a new era on the field of communication systems. Many individuals can instantly communicate with each other (through instant messaging or ...

  • Exploiting compressed sensing in distributed machine learning.

    H.M.U., School of Engineering (ScENG) MSc in Informatics & Multimedia
    Authors: Stamatakis, Emmanouil
    Thesis advisor: Panagiotakis, Spyridon
    Publication Date: 2023-07-11
    A range of contemporary applications, such as remote monitoring of crucial measurements, mechanical fault recognition, remote detection of structural strain in constructions, and many others, have become possible today ...

  • Opinion mining from data of social media by probabilistic logic reasoning.

    H.M.U., School of Engineering (ScENG) MSc in Informatics & Multimedia
    Authors: Zervoudakis, Stefanos
    Thesis advisor: Marakakis, Emmanouil
    Publication Date: 2020-09-23
    This thesis studies opinion mining from social media with probabilistic logic reasoning. Twitter is one of the most active social networks, with millions of tweets sent daily, where multiple users express their opinion ...

  • Semantic segmentation of diabetic retinopathy lesions, using a UNET with pretrained encoder.

    H.M.U., School of Engineering (ScENG) MSc in Informatics & Multimedia
    Authors: Theodoropoulos, Dimitrios
    Thesis advisor: Marias, Konstantinos
    Publication Date: 2022-01-19
    With the emergence of Deep Learning nowadays, a lot of novel architectures have been devised to perform tasks such as classification, detection, segmentation etc. In Medical Imaging and especially in Ophthalmology, the ...

  • Type 1 diabetes hypoglycemia prediction based on continuous glucose monitoring and heart rate.

    H.M.U., School of Engineering (ScENG) MSc in Informatics & Multimedia
    Authors: Tsichlaki, Styliani
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2022-01-14
    Hypoglycemia is a condition that arises when blood glucose levels decrease below 60 mg/dL. This incident can occur due to a variety of causes, such as taking additional doses of insulin, skipping meals, or over-exercising. ...

  • WiFi-based indoor positioning.

    H.M.U., School of Engineering (ScENG) MSc in Informatics & Multimedia
    Authors: Savvas, Charilaos
    Thesis advisor: Panagiotakis, Spyridon
    Publication Date: 2024-01-23
    In this dissertation, the primary focus is the development of an indoor positioning system predicated on WiFi technology, harnessing both Round Trip Time (RTT) and Received Signal Strength Indication (RSSI) methodologies. ...

  • Inverse physical parameter estimation of vibrating membranes from sound using deep neural networks.

    H.M.U., School of Music and Optoacoustic Technologies (SMOT), MSc in Sound and Music Technologies
    Authors: Starakis, Michail
    Thesis advisor: Alexandraki, Chrysoula; Zervas, Panagiotis
    Publication Date: 2022-06-02
    Inverse problems in the field of acoustics can be valuable tools for retrieving information through the produced sound. At the same time, the rapid development of deep machine learning techniques and the remarkable ...