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Posts
Revolutionizing Society: Deep Learning’s Mastery of Data
Published:
It’s exciting to witness the rise of artificial intelligence tools like ChatGPT, captivating the world with their ability to understand and generate human-like text. But where did this all begin? To truly appreciate these modern marvels, we need to take a step back and explore the fundamental concepts that paved the way for such innovations. This journey starts with understanding the distinction between structured and unstructured data and how deep learning has enabled machines to process this information in ways akin to human thought.
portfolio
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publications
Automating road junction identification using Crowdsourcing and Machine Learning on GPS transformed data
Published in SMAP 2021, 2021
This paper is about the identification of road junctions in GPS systems using ML and Crowdsourcing.
Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
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Identifying Misinformation on YouTube through Transcript Contextual Analysis with Transformer Models
Published in arXiv preprint arXiv:2307.12155, 2023
Misinformation detection on YouTube using transcript and transformers.
Recommended citation: Christos Christodoulou, Nikos Salamanos, Pantelitsa Leonidou, Michail Papadakis, Michael Sirivianos. (2023). Identifying Misinformation on YouTube through Transcript Contextual Analysis with Transformer Models.
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Identifying Euroscepticism Using a Text-As-Data Approach: An Experimental Study Employing Parliamentary Speeches
Published in SMAP 2024, 2023
This paper is about Deep Learning, NLP and Transformers and the identification of political text in specific domain.
Quo Vadis Computer Science? The topics of the influential papers during the period 2014-2021
Published in PiCOM 2024, 2024
DataPoll simplifies big data analysis for social science, enabling multisource integration, advanced analytics, and interactive visualization, as demonstrated in a case study on the Ukrainian-Russian conflict.
Recommended citation: Tsapatsoulis, N., Partaourides, H., Christodoulou, C., & Djouvas, C. (2022, September). Quo Vadis Computer Science? The topics of the influential papers during the period 2014-2021. In 2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech) (pp. 1-8). IEEE.
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DataPoll: A Tool Facilitating Big Data Research in Social Sciences
Published in IEEE Transactions on Computational Social Systems, 2024
DataPoll simplifies big data analysis for social science, enabling multisource integration, advanced analytics, and interactive visualization, as demonstrated in a case study on the Ukrainian-Russian conflict.
Recommended citation: Charalampous, A., Djouvas, C., & Christodoulou, C. (2024). DataPoll: A Tool Facilitating Big Data Research in Social Sciences. IEEE Transactions on Computational Social Systems.
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talks
Valedictorian Speech - Class of 2021
Published:
Valedictorian Speech of the class of 2021. Graduation of Cyprus University of Technology
teaching
Teaching Assistant - Web Engineering
Undergraduate course, Cyprus University of Technology, Department of Electrical and Computer Engineering, 2022
Teaching Assistant in Web Engineering. The course covers a full end to end full stack engineering stack using mostly LAMP stack and introducing JavaScript, and React for front-end.
Teaching Assistant - Distributed Signal Processing Systems
Undergraduate course, Cyprus University of Technology, Department of Electrical and Computer Engineering, 2022
Assisted in the instruction of Distributed Signal Processing Systems, providing support in lectures, labs, and student evaluations.
Teaching Assistant in Statistics
Workshop, Cyprus University of Technology, Communication and Internet Studies, 2024
This course provides a practical introduction to key statistical techniques, including hypothesis testing, regression analysis, correlation, t-tests, and crosstab analysis. Through hands-on examples and real-world applications, you’ll learn how to analyze data, interpret results, and apply statistical methods to research and business problems. Whether you’re a beginner or looking to strengthen your analytical skills, this course will equip you with essential tools for making informed, data-backed decisions.