Theses

PhD Theses

1. Albanis Georgios, ‘AI-Based Synthesis for Complex Human Poses, Motions, and Interactions’ (In English) [Thesis] [Presentation]
2. Moustakas Athanasios, ‘Data and Uncertainty Driven Optimization for Dynamic Edge Computing’ (In English) [Thesis] [Presentation]

MSc Theses

1. Pegioglou Chrysanthi, ‘Transformer-Based NLP Models for HSE Report Analysis and Early Risk Detection’ (In English) [thesis]
2. Petridis Minas, ‘Cross-Attention Fusion of Heterogeneous Pretrained Networks for Multi-Attribute Recognition’ (In English) [thesis]
3. Zachou Evangelia, ‘Detection and Classification of Cracks in Structural Elements Using Convolutional Neural Networks (CNNs)’ (In Greek) [thesis]
4. Vlachaitis Panagiotis, ‘Interpretable Artificial Intelligence for Bias Management in Models used in the Healthcare Domain’ (In English) [thesis]
5. Spyridon Dervisis, ‘Quantitative Evaluation of Critical Infrastructures Resilience Using Deep Learning Models and Synthetic Data’ (In Greek) [thesis]
6. Michalari Stefania, ‘Theory and Design of AI-Optimized Quantum Error Correction Codes: Fundamental Limits and New Constructions’ (In English) [thesis]
7. Anagnostou Stavros, ‘Generalization and Robustness of RL Agents in Procedurally Generated Game Environments’ (In English) [thesis]
8. Giannaropoulos Dionysios, ‘Monitoring the Doirmancy of Neurons Dormancy in Deep Neural Networks’ (In English) [thesis]
9. Vasiloudis Vasileios, ‘Design and Impleentation of an Autonomous Agent (AI Agent) for Business Automation: Combination of RAG and Usage Tools’ (In Greek) [thesis]
10. Adam Maria, ‘Reliable ADME-Tox Prediction with Classical Machine Learning: Probability Calibration, OOD Detection and Drift Monitoring’ (In English) [thesis]
11. Ntatis Konstantinos, ‘Application of Adaptive and Intelligent Algorithms to Reduce Energy Consumption in IoT Systems’ (In Greek) [thesis]
12. Bisbigiannis Nikolaos, ‘Artificial Intelligence and Predictive Analytics in Cloud-Based Financial Systems’ (In Greek) [thesis]
13. Metete Anna, ‘Early Warning Systems for Fires and Floods’ (In Greek) [thesis]
14. Tymplalexis Nikolaos, ‘Service Migration and Management at the Edge’, (In Greek) [thesis]
15. Papathanasiou Dimitrios, ‘Optimizing Data Node Selection through Machine Learning for Efficient Data Management in Pervasive Edge Computing’, (In Greek) [thesis]
16. Papageorgiou Vassilia-Nikoleta, ‘Artificial Intelligence in the Digitization of Companies’, (In Greek) [thesis]
17. Angelakopoulos Marios, ‘Data Science in Financial Services’, (In Greek) [thesis]
18. Polikseni Ntalli, ‘Digital Applications in the Cultural Domain’, (In Greek) [thesis]
19. Konstantinos Stefanatos, ‘Augmented and Virtual Reality Systems in the Healthcare Domain’, (In Greek) [thesis]
20. Christos Kylafas, ‘Intelligent Events Management through the Assistance of Message
    Queues’, (In Greek) [thesis]
21. Georgios Rachoutis, ‘Intelligent query management in distributed nodes using machine learning techniques’, (In Greek) [thesis]
22. Konstantinos Elemenoglou, ‘Smoke and fire detection in video based on machine learning’, (In English) [thesis]
23. Panagiotis Fountas, ‘Query Driven Data Subspace Mapping’, (In English) [thesis]
24. Maria Papathanasaki, ‘MODERN AUTHENTICATION METHODS: A COMPREHENSIVE SURVEY’, (In English) [thesis]
25. Athanasios Chasapis, ‘An Intelligent Distributed Task Allocation Scheme at the Edge of the Network’, (In Greek) [thesis]
26. Efstathia Paraskevopoulou, ‘Data mining – Creating a model for predicting success or not in the subject of Mathematics’, (In Greek) [thesis]
27. Vassilis Tsoukas, ‘A Comparative Assessment of Machine Learning Algorithms for Events Detection’ (in Greek) [thesis]
28. Konstantinos Konstantopoulos, ‘A Data Mining Application for Frequent Patterns Detection in the Health Domain’ (in Greek) [thesis]
29. Antonios Skriapas, ‘Internet of Things Applications in Agriculture’ (in Greek) [thesis]
30. Athanasios Matikas, ‘A Comparison of Sentiment Analysis Algorithms’ (in Greek) [thesis]
31. Theocharis Koukaras, ‘Automated Management and Update of Data Synopses in Distributed Environments’ (in Greek) [thesis]

 

BSc Theses

1. Skarlatos Ilias, ‘Development of Neural Networks for Predicting the Outcomes of Future Football Matches and Player Performance’(In Greek) [thesis]
2. Kiamouri Eleni, ‘Intelligent Analysis of Topics and Hashtag Frequency on Social Media’ (In Greek) [thesis]
3. Katsonis Georgios, ‘Development of an Artificial Intelligence Chat Application for Guiding Customers toward Optimal Service’ (In Greek) [thesis]
4. Valsamara Malamatenia, ‘Automated Vulnerability Detection in Android Applications’ (In Greek) [thesis]
5. Karagiannis Dimitrios, ‘Dangerous Sxcenariosn Detection in Driving Conditions’ (In Greek) [thesis]
6. Antoniou Georgios, ‘Collective Intelligence in Dta and Tasks Sharing’ (In Greek) [thesis]
7. Angelis Christos, ‘Advanced Sports Analytics for Decision Making’ (In Greek) [thesis]
8. Karadimitriou Sofia, Gantzoula Stavroula, ‘Automated Descroiption of Landascape with Sound Production for People with Vision Disabilities’ (In Greek) [thesis]
9. Takaki Maria Rafailia, ‘Danger Detection Through Emotion Recognition from Speech and Text Using Machine Learning’ (In English) [thesis]
10. Belememis Dimitrios-Christos, ‘Car Collision Detection Using Deep Learning Model’ (In Greek) [thesis]
11. Xenikakis Georgios, ‘Interactive LLM-Based Assistant for Cybersecurity Applications’ (In Greek) [thesis]
12. Tzanidakis Vasileios, ‘Finding optimal solutions to problems using swarm intelligence’ (In English) [thesis]
13. Rokkas Evangelos, ‘Training a Machine Learning Model to Predict Fuel Prices Changes’ (In Greek) [thesis]
14. Tsialagkos Vasileios, ‘Proactive Data Analysis through Historical Queries in Edge Computing Environments’ (In Greek) [thesis]
15. Sakarelos Dimitrios, ‘Intelligent Management of Filters in Autonomous Nodes’ (In Greek) [thesis]
16. Koukosias Athanasios, ‘Adaptive swarm navigation with the use of reinforcement learning’ (In English) [thesis]
17. Gavriilidis Alexandros, ‘Strategy Game Development using A.I.’ (In Greek) [thesis]
18. Tsimpas Michail, ‘Detection of Attacks in Autonomous Vehicles through Machine Learning’ (In English) [thesis]
19. Tsiakiris Antonios, ‘Using Deep Learniong for Video Description’ (In Greek) [thesis]
20. Mitsoulis Christos, Pelekanos Ioannis, ‘Stock Market using LLMs’ (In Greek) [thesis]
21. Loukidis Charalampos, ‘Sentiment Analysis of User Reviews Using Various Types of Models’ (In Greek) [thesis]
22. Kontopoulos Ioannis, ‘Intelligent Traffic Management at an Interesection using Fuzzy Systems’ (In Greek) [thesis]
23. Balkamos Spyridon, ‘Design and Developemnt of an Android Chatobot Application for Detection of Symptoms of Anxiety and Depression in a Student Population’ (In Greek) [thesis]
24. Violentis Antonios, ‘Writing and Spelling Disorders Detection Using Artificial Intelligence’ (In English) [thesis]
25. Vasileva Maria, ‘Learning Level Detection with Artificial Intelligence’ (In Greek) [thesis]
26. Babarakos Nikolaos, ‘Game Development with Embedded Model for Selecting Moves’ (In Greek) [thesis]
27. Anastopoulos, P., Witte Stefanos Athanasios, ‘Educational Simulation of Natural Activities with Virtual Reality’ (In English) [thesis]
28. Karavasilis Loukas, ‘3D Game Creation with Artificial Intelligence’ (In Greek) [thesis]
29. Vlachaitis Panagiotis, ‘Bias Elimination in Artificial Intelligence Models’ (In English) [thesis]
30. Samara Ekaterini, ‘A Wine Recommender System with LLM’ (In Greek) [thesis]
31. Korniliou Evangelia, ‘Cyberattacks Detection with Machine Learning Models and Artificial Intelligence’ (In Greek) [thesis]
32. Pegioglou Chrysanthi Panagiota, ‘Intelligent Detection and Evaluation of Damages in Work of Art’ (In Greek) [thesis]
33. Chariopolitis Andreas, ‘Collaborative Machine Learning Scheme for Knowledge Extraction in Smart Grid’ (In Greek) [thesis]
34. Tzanelitze Georgi, ‘Intelligent Distributed Data Management’ (In Greek) [thesis]
35. Karas Alexandros, ‘Intelligent Quantum Computations’ (In Greek) [thesis]
36. Ioannou Andreas, ‘Car Damages Detection Application with Deep Learning’ (In Greek) [thesis]
37. Christoforidis Ioannis, ‘Data Streams Heterogeneity Management for Knowledge Extraction’ (In Greek) [thesis]
38. Isaias Konstantinos, ‘Speech to text Technologies for People with Deafness and hearing Loss’ (In Greek) [thesis]
39. Makris Georgios, ‘Integration of intelligent techniques in materials strength simulation’ (In Greek) [thesis]
40. Maris Ilias, ‘Virtual Navigation Analysis in Cultural Heritage Application’ (In Greek) [thesis]
41. Tsoumanis Theofanis, ‘Automatic Text Extraction After Speech’ (In Greek) [thesis]
42. Liapis Nikolaos, ‘Optimization Algorithms in Machine Intelligence’ (In Greek) [thesis]
43. Alexopoulos Pelopidas, Dondoros, Emanouil Ioannis, ‘Intelligent Proactive Data Recognition Between Query Streams’ (In Greek) [thesis]
44. Balis Vasileios, ‘3D First Person game Using AI’ (In Greek) [thesis]
45. Tsafis Georgios, ‘Remote Monitoring and Management of Data Recorded by Wearable Devices’ (In Greek) [thesis]
46. Anagnostou Stavros, ‘Development of A Reinforcement Learning Model in the Super Mario BROS Environment’ (In Greek) [thesis]
47.  Tsiolakis Georgios Danaos, ‘Development of an Augmented Reality Application for Product Sales Management’ (In Greek) [thesis]
48. Michailidis Ioannis, ‘On the Use of Deep Learning for Assisting Visual Impaired People’ (In Greek) [thesis]
49. Giannaropoulos Dionysios, ‘Shoreline and Sea Level Changes Recognition from Satellite Images Using Machine Learning’ (In Greek) [thesis]
50. Bourlis Ioannis, Drosos Sotirios, ‘Development of a Smart Assistant for Assisting Visually Impaired Individuals’ (In Greek) [thesis]
51. Bokoros Evangelos, ‘Knowledge Extraction for Future Weather Conditions’ (In Greek) [thesis]
52. Karageorgiou Dionysios, ‘Cooperative Data Storage and Management at the Network Edge’ (In Greek) [thesis]
53. Eythymiopoulos Dimitrios, ‘Implementation of a Chatbot to Support a Film Recommendation System’ (In Greek) [thesis]
54. Chinta Gkentian, ‘Detection of Traffic Violations with Deep Learning techniques’ (In Greek) [thesis]
55. Ntallas Georgios, ‘Damage assessment in buildings using drones’ (In English) [thesis]
56. Katsakioris Panagiotis, ‘An Ensemble Learning Scheme for Supporting Forecasting Activities’ (In Greek) [thesis]
57. Kakatsos Dimitrios, ‘Outlier detection and management through machine learning’ (In Greek) [thesis]
58. Kyriakidis Panagiotis, Lymperidis Apostolos, ‘Smart Recognition of Fake News’, (In Greek) [thesis]
59. Georgios Larentzakis, ‘Outliers Detection upon Data Streams’, (In Greek) [thesis]
60. Themistoklis Sarafidis, ‘Automatic Recognition of Vehicles at Intersections and Update using Licence Plates’, (In Greek) [thesis]
61. Lechareas Petros, Fotoglou Triantafyllos, ‘Chatbot Development for Indoor Navigation’ (In Greek) [thesis]
62. Vassilis Vasiloudis, ‘Embedding a Recommendation ChatBot on Unmanned Aerial Vehicles’ (In Greek) [thesis]
63. Ioannis Terpo, ‘Intelligent IoT Data Streams Management’ (In Greek) [thesis]
64. Dimitrios Bratsos, Georgios Fesatidis, ‘Intelligent Dietary Scheduling and Suggestion Mechanism’ (In Greek) [thesis]
65. Dimitrios Papathanasiou, ‘Smart Heterogeneity Management in the Internet of Things’ (in Greek) [thesis]
66. Nikolaos Grigoropoulos, ‘Damage assessment in Buildings with the help of
    Deep Learning’ (in English) [thesis]
67. Aplakidis Pavlos, ‘Path Planning and Crossroad Detection for Autonomous Driving using Multi-Task Learning’ (in English) [thesis]
68. Reppa Anna, ‘Web Development of a Port Management System’ (in Greek) [thesis]
69. Athanasios Diamantas, ‘Intelligent Career Advisor’ (in Greek) [thesis]
70. Sapakos Sotirios, ‘GYM Management System Application’ (in Greek) [thesis]
71. Biletsiou Florina, ‘Distributed Management of Personal Data’ (in Greek) [thesis]
72. Gkikas Ilias, ‘Collaborative Collection of Data in the Internet of Things’ (in Greek) [thesis]
73. Thanasis Zacharopoulos, ‘Development of Electronic Presentation Application using Internet Technologies through Android System’ (in Greek) [thesis] – Find the code here
74. Christos Bournazos, ‘Design of a robotic arm with wireless control capabilities and execution of sorting algorithms’ (in Greek) [thesis] – Find the code here
75. Nikolaos Kaloritis, ‘Development of an Augmented Reality System for Indoor Navigation Assistance’ (in Greek) [thesis] – See a video here
76. Thanos Dimitrios, ‘Advanced Secured Interfaces for Web Applications’ (in Greek) [thesis]
77. Matsoukas Achilleas, ‘Distributed Data Management in Internet of Things’ (in Greek) [thesis]
78. Makridis Konstantinos, ‘Cooperative Scheme for Tasks Scheduling in Internet of Things’ (in Greek) [thesis]
79. Eleni Kalogianni, ‘Ensemble Recommendations with Android Applications’ (in Greek) [thesis]
80. Panagiotis Fountas, ‘Intelligent Management of Distributed Data Streams in Real Time’ (in Greek) [thesis]
81. Christos Lefkaditis, ‘Automated Navigation with the Use of Machine Learning and Augmented Reality’ (In Greek) [thesis]