Browsing Μεταπτυχιακές εργασίες / Master Theses by Keywords "μηχανική μάθηση"
Now showing items 1-8 of 8
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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
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Publication Date: 2020-06-11The 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
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Publication Date: 2023-07-11A 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
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Publication Date: 2020-09-23This 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
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Publication Date: 2022-01-19With 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
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Publication Date: 2022-01-14Hypoglycemia 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
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Publication Date: 2024-01-23In 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. ... -
Review of neural networks and deep learning and design and implementation of a deep learning neural network using cuda C.
Η.Μ.U, School of Engineering (ScENG), Electronic Engineering Dept.
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Publication Date: 2023-07-14The transition from the serial code in parallel combined with applications with large data gave birth to the heterogeneous parallel programming. He leverages both the CPU and graphics card instructing the last parallel ... -
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
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Publication Date: 2022-06-02Inverse 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 ...