2022-2023

·         Food safety incident clustering to uncover common root causes- Vyzaniaris Georgios- AGROKNOW

·         Finetuning of open source LLMs for specific domains- Stavropoulos Christos- AISERA

·         Training and development of a table-to-text transformer-based model for contextual summarization of tabular data- Aggelonidi Despoina- Incelligent ΙΚΕ

·         Leveraging ChatGPT and NLP for enhanced FX market news and analysis- Kaptsikas, Agiopoulos- Hypertech

·         Portfolio construction based on advanced econometric models and machine learning techniques- Zioulis, Panagiotis

·         Key information retrieval and borderless table location in scanned legal documents- Antoniozas, Panagiotis, Cognitiv+

·         Tagging in social media texts: a deep learning approach for Greek language data on social web - Mylona, Eirini- Palowise

·         Chain of thought prompting for intent classification using large language models- Koutsianos, Dimitrios- Omilia - Conversational Intelligence

·         Database system for analyzing microstructure phenomena in the US corporate bond market through transaction-level data: herding and momentum- Karypiadis, Efstratios

·         Forecasting energy market series using econometric models and machine learning techniques- Mastrodimitris-Gounaropoulos, Spyridon

2021-2022

·         Explainability in machine learning: an application on retail industry- Andreadis, Georgios-IRI

·         Automatic detection of sections and paragraphs in legal documents- Vlachos, Christos- Cognitiv Plus

·         Water quality analysis through remote sensing data- Gkountoumas, Filippos- OAK SA

·         Conflict detection in music knowledge graph: a study on deep learning with large graphs- Doudos, Panagiotis-Orfium

·         Electricity consumption timeseries forecasting: statistical, machine and deep learning methods- Koumentakos, Agis-Georgios, Public Power Company SA

·         Voice of your customer analytics: gather customer's feedback and turn it into valuable data and insights at scale- Konstantinidis, Nikolaos, Deloitte

·         Compressing and accelerating the inference of transformer-based models - Maroudas, Stylianos- Cognitiv+

·         https://www.pyxida.aueb.gr/index.php?op=view_object&object_id=1042- Moscholios, Filippos-Michael-Palo Services

·         Product matching via supervised machine learning techniques- Papadopoulos, Nikolaos- Convert Group SA

·         Exploring machine learning approaches to decide how to position slot games on a website to maximize performance- Stavrou, Andreas- Light & Wonder iGaming

·         Neural architectures for question answering in dialogs

·         Product sales estimation in online shops- Anastasios-Theofanis- Digital Commerce Intelligence

·         AI driven minute taker- AI driven minute taker-Floudas Lampros-Accenture

2020-2021

·         Assessment of a hidden Markov model for detecting abrupt shifts in time series of telecommunication data-Maragkopoulos Georgios-INCELLIGENT

·         Behavioral analysis using retail data for customer segmentation- Maniatis Philippos- POBUCA

·         Behavioral scorecard using machine learning techniques- Anastasopoulos Nikolaos-NBG

·         Brand-based sentiment analysis- Ormyliotou Georgia-PALO

·         Classification in the Banking Field- Mavousoglou Maria Georgia-PREDICTA

·         Computer vision on piping and instrumentation diagrams: towards the identification of their components- Androvitsanea Anna-SYNTHETICA

·         Credit limit optimization using Markov decision processes and double deep Q networks- Katsabalos Ilias-JAJA

·         Cross-lingual adaptation in automatic speech recognition- Gkouzias Thomas-POBUCA

·         Gaussian processes for modelling wind turbine power curves- Ladopoulou Domniki-WIND ENGINEERING

·         Generalized 0-shot learning in image classification: with the quasi-fully supervised method and variants-Papadoudis Stratos

·         Greek text-to-speech- Matrapazis Anastasios- POBUCA

·         Identifying problematic gambling behaviour-Markakis Christos-SG DIGITAL

·         Loan risk assessment from Greek legal reports- Kekkis Georgios-NBG

·         Natural Language Understanding as Question Answering- Tassias Panagiotis-OMILIA

·         Optimizing carbon emissions of a maritime fleet using deep reinforcement learning- Pappas Ioannis Nikolaos- SYNTHETICA

·         Price promotion optimization for the retail industry- Karampinis Ioannis-PREDICTA

·         Product cannibalization-Liagkou Konstantina-SG DIGITAL

·         Tackling the cold start problem in product recommendation systems-Nikas Athanasios-INCELLIGENT

·         Text classification to automatically detect hazards in foods from official announcements and social media-Papadatos Emmanouil- AGROKNOW

·         Toxicity detection on Greek tweets- Anagnostopoulos Theodoros-PALO

2019-2020

·         A metadata monitoring framework for explainable outlier detection- Gravias Loukas-EY

·         Credit Scoring through Machine Learning and Artificial Intelligence- Papilas Konstantinos-PWC

·         Digital customer segmentation- Platis Evangelos- EUROBANK

·         Emotion classification on greek tweets- Thalassinou Lislevand Marina -PALO

·         Fraud detection for internet and mobile banking- Boulieris Petros-NBG

·         Intent classification of dialogues and dialogue turns-Ziazopoulos Panteleimon- POBUCA

·         Keystroke dynamics for user authentication using arbitrary text- Lyronis Dimitrios- POBUCA

·         Maritime routing and navigation using deep reinforcement learning- Kolozis Panagiotis-SYNTHETICA

·         Product information region detection using deep learning techniques -Papadakis Athanasios-CONVERT GROUP

·         Text classification for the detection of food recalls-Chasapes Alexandros-AGROKNOW

·         Using sentence embeddings for the management of user-generated training phrases in Natural Language Understanding (NLU) service- Tamvakis Apostolos-HELVIA

2018-2019

·         RFM segmentation and Customer churn- Andreadi Eirini- IRI

·         Predictive Modeling of match results and Teams' Ranking- Tzai Lampis-OPAP

·         Machine Learning Applications in Credit Scoring-Karezos Evgenios-CHANNEL VAS

·         Blue collar-White collar Job Classification- Tsoukara Alexia-WORKABLE

·         Detecting Similar Fraudulent Profiles Through Betting Patterns by Utilizing the k-Nearest Neighbors Algorithm- Dagre Aikaterini- UNIVED SCIENCE