Paraskevas Koukaras

According to our database, Paraskevas Koukaras authored at least 23 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Energy load forecasting: one-step ahead hybrid model utilizing ensembling.

Nikos Tsalikidis, Aristeidis Mystakidis, Christos Tjortjis, Paraskevas Koukaras, Dimosthenis Ioannidis

Computing, January, 2024

2023

Energy generation forecasting: elevating performance with machine and deep learning.

Aristeidis Mystakidis, Evangelia Ntozi, Konstantinos Afentoulis, Paraskevas Koukaras, Paschalis Gkaidatzis, Dimosthenis Ioannidis, Christos Tjortjis, Dimitrios Tzovaras

Computing, August, 2023

A Tri-Model Prediction Approach for COVID-19 ICU Bed Occupancy: A Case Study.

Nikolaos Stasinos, Anestis Kousis, Vangelis Sarlis, Aristeidis Mystakidis, Dimitris Rousidis, Paraskevas Koukaras, Ioannis Kotsiopoulos, Christos Tjortjis

Algorithms, March, 2023

Unraveling Microblog Sentiment Dynamics: A Twitter Public Attitudes Analysis towards COVID-19 Cases and Deaths.

Paraskevas Koukaras, Dimitrios Rousidis, Christos Tjortjis

Informatics, 2023

SmartBuild RecSys: A Recommendation System Based on the Smart Readiness Indicator for Energy Efficiency in Buildings.

Muhammad Talha Siddique, Paraskevas Koukaras, Dimosthenis Ioannidis, Christos Tjortjis

Algorithms, 2023

Sentiment Analysis on English and Greek Twitter Data Regarding Vaccinations.

Chrysoula Dontaki, Paraskevas Koukaras, Christos Tjortjis

Proceedings of the 14th International Conference on Information, 2023

Fake News Detection Utilizing Textual Cues.

Vasiliki Chouliara, Paraskevas Koukaras, Christos Tjortjis

Proceedings of the Artificial Intelligence Applications and Innovations, 2023

2022

Mining association rules from COVID-19 related twitter data to discover word patterns, topics and inferences.

Paraskevas Koukaras, Christos Tjortjis, Dimitrios Rousidis

Inf. Syst., 2022

Exploiting Textual Information for Fake News Detection.

Dimitrios Panagiotis Kasseropoulos, Paraskevas Koukaras, Christos Tjortjis

Int. J. Neural Syst., 2022

An interdisciplinary approach on efficient virtual microgrid to virtual microgrid energy balancing incorporating data preprocessing techniques.

Paraskevas Koukaras, Christos Tjortjis, Paschalis Gkaidatzis, Napoleon A. Bezas, Dimosthenis Ioannidis, Dimitrios Tzovaras

Computing, 2022

Anomaly Detection in Small-Scale Industrial and Household Appliances.

Niccolò Zangrando, Sergio Herrera, Paraskevas Koukaras, Asimina Dimara, Piero Fraternali, Stelios Krinidis, Dimosthenis Ioannidis, Christos Tjortjis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022

Proactive Buildings: A Prescriptive Maintenance Approach.

Paraskevas Koukaras, Asimina Dimara, Sergio Herrera, Niccolò Zangrando, Stelios Krinidis, Dimosthenis Ioannidis, Piero Fraternali, Christos Tjortjis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022

Sentiment Analysis on COVID-19 Twitter Data: A Sentiment Timeline.

Makrina Karagkiozidou, Paraskevas Koukaras, Christos Tjortjis

Proceedings of the Artificial Intelligence Applications and Innovations, 2022

Social Media Sentiment Analysis Related to COVID-19 Vaccines: Case Studies in English and Greek Language.

Evridiki Kapoteli, Paraskevas Koukaras, Christos Tjortjis

Proceedings of the Artificial Intelligence Applications and Innovations, 2022

2021

Interdisciplinary data science methods using machine learning for enhanced knowledge acquisition

Paraskevas Koukaras

PhD thesis, 2021

Introducing a novel approach in one-step ahead energy load forecasting.

Paraskevas Koukaras, Napoleon A. Bezas, Paschalis Gkaidatzis, Dimosthenis Ioannidis, Dimitrios Tzovaras, Christos Tjortjis

Sustain. Comput. Informatics Syst., 2021

Introducing a novel bi-functional method for exploiting sentiment in complex information networks.

Paraskevas Koukaras, Dimitrios Rousidis, Christos Tjortjis

Int. J. Metadata Semant. Ontologies, 2021

Predicting Stock Market Movements with Social Media and Machine Learning.

Paraskevas Koukaras, Vasiliki Tsichli, Christos Tjortjis

Proceedings of the 17th International Conference on Web Information Systems and Technologies, 2021

2020

Forecasting and Prevention Mechanisms Using Social Media in Health Care.

Paraskevas Koukaras, Dimitrios Rousidis, Christos Tjortjis

Proceedings of the Advanced Computational Intelligence in Healthcare - 7, 2020

Social media prediction: a literature review.

Dimitrios Rousidis, Paraskevas Koukaras, Christos Tjortjis

Multim. Tools Appl., 2020

Social Media Types: introducing a data driven taxonomy.

Paraskevas Koukaras, Christos Tjortjis, Dimitrios Rousidis

Computing, 2020

Examination of NoSQL Transition and Data Mining Capabilities.

Dimitrios Rousidis, Paraskevas Koukaras, Christos Tjortjis

Proceedings of the Metadata and Semantic Research - 14th International Conference, 2020

An Introduction to Information Network Modeling Capabilities, Utilizing Graphs.

Paraskevas Koukaras, Dimitrios Rousidis, Christos Tjortjis

Proceedings of the Metadata and Semantic Research - 14th International Conference, 2020