• ChatBot for Cyber-Security based on RASA Framework 

      Μαράντος, Αλέξανδρος (Πανεπιστήμιο Πελοποννήσου, 2024-06-28)
      With the ever-increasing complexity of cybersecurity threats and vulnerabilities, the need for efficient and effective vulnerability management solutions tends to be vital. This proposed cybersecurity chatbot seeks to ...
    • Cloudstudy: a web-based system for supporting multi-centre studies 

      Tsafara, Amalia (Πανεπιστήμιο Πελοποννήσου, 2014)
      Οι επιδημιολογικές μελέτες είναι ένα απο τα σημαντικοτερα εργαλεία που χρησιμοποιούνται σήμερα στην έρευνα της (βιο)ιατρικής επιστήμης. Οι μεγάλης έκτασης επιδημιολογικές μελέτες που περιλαμβάνουν ένα μεγάλο αριθμό ...
    • Cognitive Radio Security 

      Ντρούλια, Μαρία (Πανεπιστήμιο Πελοποννήσου, 2013-02)
    • Comparison of full-text search performance in relational and non-relational database systems 

      Φωτόπουλος, Γεώργιος (Πανεπιστήμιο Πελοποννήσου, 2022-11)
      In this work, we aim to compare and report the performance between relational and non-relational database systems in text retrieval, and more speci cally in full-text search. This comparative study is focused on the ...
    • Comparison of full-text search performance in relational and non-relational database systems 

      Φωτόπουλος, Γεώργιος (Πανεπιστήμιο Πελοποννήσου, 2022-11)
      In text retrieval, full-text search refers to techniques for searching a single computer stored document or a collection in a database. In a full-text search, a search engine examines all the words in every stored document ...
    • Construction of a front_end compiler for vector languages 

      Βρουστούρης, Παναγιώτης (Πανεπιστήμιο Πελοποννήσου, 2012)
      Vector languages such as MATLAB have become popular for many years in prototyping algorithms in various domains. Many of these applications whose subtasks have diverse execution requirements, often employ distributed, ...
    • Contemporary Machine Learning Methods For Twitter Bot Detection 

      Bouras, Andreas (Πανεπιστήμιο Πελοποννήσου, 2023-06-21)
      The aim of this thesis is to provide a comprehensive review of the current state of the art in detecting bots active on the social media platform of Twitter through the use of machine learning algorithms. Bots can be ...
    • Convolutional Neural Networks for Automated Detection of ULF Waves in Swarm Time Series 

      Αντωνοπούλου, Αλεξάνδρα (Πανεπιστήμιο Πελοποννήσου, 2020-09-25)
      Ultra-low frequency (ULF) magnetospheric plasma waves play a key role in the dynamics of the Earth’s magnetosphere and, therefore, their importance in Space Weather studies is indisputable. Magnetic field measurements from ...
    • Deep Metric Learning for Music Information Retrieval 

      Μουχάκης, Βασίλειος (Πανεπιστήμιο Πελοποννήσου, 2023-10-18)
      This master thesis explores the application of Deep Metric Learning (DML) in the context of audio data representations. DML is a technique that leverages deep neural networks to automatically learn hierarchical representations ...
    • Deep Metric Learning for Music Information Retrieval 

      Μουχάκης, Βασίλειος (Πανεπιστήμιο Πελοποννήσου, 2023-10-18)
      This master thesis explores the application of Deep Metric Learning (DML) for creating effective audio representations in tasks like audio classification, music retrieval, and speech recognition. DML uses deep neural ...
    • DEEP SPACE COMMUNICATION SYSTEMS AND TECHNOLOGY 

      Μπελάλη, Μαργαρίτα (Πανεπιστήμιο Πελοποννήσου, 2024)
      This thesis explores the critical role of deep space communication systems and technologies in enabling successful space exploration and scientific discovery. In addition, this work contributes to the understanding of ...
    • Development of a real-time for deriving the optical properties of aerosol particles in PANGEA observatory, using ground-based passive remote sensing measurements 

      Γεωργίου, Αναστασία (Πανεπιστήμιο Πελοποννήσου, 2020-09-18)
      The goal of this work is to create an automated tool that calculates in near real-time the optical properties of aerosol particles observed in the PANhellenic GEophysical observatory of Antikythera (PANGEA), when the ...
    • Development of Automated methods for the detection of solar vortex flows 

      Αγγελούδη, Ειρήνη (Πανεπιστήμιο Πελοποννήσου, 2020-09-24)
      The Sun’s surface is very dynamic, even on periods of weak solar activity, producing a variety of magnetic structures, amongst them structures that can cause plasma to exhibit vortex-like motions. These so-called solar ...
    • Document Data Analysis via Machine/Deep Learning techniques 

      Σπυράτος, Άγγελος (Πανεπιστήμιο Πελοποννήσου, 2021-03)
      Job advert aggregators gather millions of adverts every single day, by scraping job boards and various other sources across the globe. Aggregators are getting visited by millions of active job seekers every day, that ...
    • Document Data Analysis via Machine/Deep Learning techniques 

      Σπυράτος, Άγγελος (Πανεπιστήμιο Πελοποννήσου, 2021-03)
      Job advert aggregators gather millions of adverts every single day, by scraping job boards and various other sources across the globe. Aggregators are getting visited by millions of active job seekers every day, that ...
    • Energy Price Forecasting in Italy 

      Γαλάνης, Παναγιώτης (Πανεπιστήμιο Πελοποννήσου, 2024-06-21)
      Σκοπός αυτής της εργασίας είναι να διερευνήσει την αποτελεσματικότητα των αλγορίθμων Μηχανικής Μάθησης στην πρόβλεψη των τιμών ηλεκτρικής ενέργειας, με ιδιαίτερη έμφαση στην Ιταλική χονδρική αγορά ηλεκτρικής ενέργειας IPEX, ...
    • Evaluating the Efficacy of Alternative Methodologies to EU and UN SDG Air-Pollution Indicators 

      Χρόνη, Λαμπρινή (Πανεπιστήμιο Πελοποννήσου, 2024-07-01)
      Air pollution and air quality are major issues concerning a big part of Earth’s population. In order to address these issues, among others, a global agenda called “Sustainable Development Goals “was established. Under goal ...
    • Evaluating the Efficacy of Alternative Methodologies to EU and UN SDG Air-Pollution Indicators 

      Χρόνη, Λαμπρινή (Πανεπιστήμιο Πελοποννήσου, 2024-07-01)
      Air pollution and air quality are major issues concerning a big part of Earth’s population. In order to address these issues, among others, a global agenda called “Sustainable Development Goals “was established. Under ...
    • Evolutionary Ensemble Classification 

      Mema, Gerald (Πανεπιστήμιο Πελοποννήσου, 2021-11-23)
      During the last decades, in the area of machine learning and data mining, the development of ensemble methods has gained significant attention from the scientific community. Machine learning ensemble methods combine ...
    • Exploring Machine Learning for Electricity Price Forecasting 

      Μαστραπάς, Αναστάσιος (Πανεπιστήμιο Πελοποννήσου, 2021-07)
      The aim of this thesis is to explore the capabilities of Machine Learning algorithms in the task of electricity price forecasting. The focus is on the Hungarian wholesale electricity market (HUPX), which is considered a ...