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Paraskevas Koukaras
Paraskevas Koukaras
Postdoctoral Researcher, International Hellenic University | CERTH - ITI
ihu.edu.gr의 이메일 확인됨
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Social media prediction: a literature review
D Rousidis, P Koukaras, C Tjortjis
Multimedia Tools and Applications 79 (9), 6279-6311, 2020
492020
Social media types: introducing a data driven taxonomy
P Koukaras, C Tjortjis, D Rousidis
Computing 102 (1), 295-340, 2020
372020
Social media analytics, types and methodology
P Koukaras, C Tjortjis
Machine Learning Paradigms, 401-427, 2019
142019
Forecasting and prevention mechanisms using social media in health care
P Koukaras, D Rousidis, C Tjortjis
Advanced Computational Intelligence in Healthcare-7, 121-137, 2020
82020
A Tri-Layer Optimization Framework for Day-Ahead Energy Scheduling Based on Cost and Discomfort Minimization
P Koukaras, P Gkaidatzis, N Bezas, T Bragatto, F Carere, F Santori, ...
Energies 14 (12), 3599, 2021
72021
An interdisciplinary approach on efficient virtual microgrid to virtual microgrid energy balancing incorporating data preprocessing techniques
P Koukaras, C Tjortjis, P Gkaidatzis, N Bezas, D Ioannidis, D Tzovaras
Computing 104 (1), 209-250, 2022
52022
A semi-supervised learning approach for complex information networks
P Koukaras, C Berberidis, C Tjortjis
Intelligent Data Communication Technologies and Internet of Things, 1-13, 2021
52021
Stock Market Prediction Using Microblogging Sentiment Analysis and Machine Learning
P Koukaras, C Nousi, C Tjortjis
Telecom 3 (2), 358-378, 2022
42022
Introducing a novel approach in one-step ahead energy load forecasting
P Koukaras, N Bezas, P Gkaidatzis, D Ioannidis, D Tzovaras, C Tjortjis
Sustainable Computing: Informatics and Systems 32, 100616, 2021
42021
Mining Data to Deal with Epidemics: Case Studies to Demonstrate Real World AI Applications
C Nousi, P Belogianni, P Koukaras, C Tjortjis
Handbook of Artificial Intelligence in Healthcare, 287-312, 2022
32022
An Introduction to Information Network Modeling Capabilities, Utilizing Graphs
P Koukaras, D Rousidis, C Tjortjis
Research Conference on Metadata and Semantics Research, 134-140, 2020
22020
Mining association rules from COVID-19 related twitter data to discover word patterns, topics and inferences
P Koukaras, C Tjortjis, D Rousidis
Information Systems 109, 102054, 2022
12022
Proactive Buildings: A Prescriptive Maintenance Approach
P Koukaras, A Dimara, S Herrera, N Zangrando, S Krinidis, D Ioannidis, ...
IFIP International Conference on Artificial Intelligence Applications and …, 2022
12022
Introducing a novel bi-functional method for exploiting sentiment in complex information networks
P Koukaras, D Rousidis, C Tjortjis
International Journal of Metadata, Semantics and Ontologies 15 (3), 157-169, 2021
12021
Predicting Stock Market Movements with Social Media and Machine Learning.
P Koukaras, V Tsichli, C Tjortjis
WEBIST, 436-443, 2021
12021
Examination of NoSQL Transition and Data Mining Capabilities
D Rousidis, P Koukaras, C Tjortjis
Research Conference on Metadata and Semantics Research, 110-115, 2020
12020
Healthcare Support Using Data Mining: A Case Study on Stroke Prediction
G Michailidis, M Vlachos-Giovanopoulos, P Koukaras, C Tjortjis
Artificial Intelligence and Machine Learning for Healthcare, 71-93, 2023
2023
Social Media Sentiment Analysis Related to COVID-19 Vaccinations
E Kapoteli, V Chouliara, P Koukaras, C Tjortjis
Artificial Intelligence and Machine Learning for Healthcare, 47-69, 2023
2023
Exploiting Textual Information for Fake News Detection.
DP Kasseropoulos, P Koukaras, C Tjortjis
International Journal of Neural Systems, 2250058-2250058, 2022
2022
One Step Ahead Energy Load Forecasting: A Multi-model approach utilizing Machine and Deep Learning
A Mystakidis, E Ntozi, K Afentoulis, P Koukaras, G Giannopoulos, N Bezas, ...
2022 57th International Universities Power Engineering Conference (UPEC), 1-6, 2022
2022
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학술자료 1–20