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ORCIDParaskevas Koukaras
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2020 – today
- 2024
[j12]Nikos Tsalikidis, Aristeidis Mystakidis
, Christos Tjortjis, Paraskevas Koukaras, Dimosthenis Ioannidis:
Energy load forecasting: one-step ahead hybrid model utilizing ensembling. Computing 106(1): 241-273 (2024)- 2023
- [j11]Nikolaos Stasinos, Anestis Kousis, Vangelis Sarlis, Aristeidis Mystakidis, Dimitris Rousidis, Paraskevas Koukaras, Ioannis Kotsiopoulos, Christos Tjortjis:
A Tri-Model Prediction Approach for COVID-19 ICU Bed Occupancy: A Case Study. Algorithms 16(3): 140 (2023) - [j10]Muhammad Talha Siddique, Paraskevas Koukaras, Dimosthenis Ioannidis, Christos Tjortjis:
SmartBuild RecSys: A Recommendation System Based on the Smart Readiness Indicator for Energy Efficiency in Buildings. Algorithms 16(10): 482 (2023) - [j9]Aristeidis Mystakidis, Evangelia Ntozi, Konstantinos Afentoulis, Paraskevas Koukaras, Paschalis Gkaidatzis, Dimosthenis Ioannidis, Christos Tjortjis, Dimitrios Tzovaras:
Energy generation forecasting: elevating performance with machine and deep learning. Computing 105(8): 1623-1645 (2023) - [j8]Paraskevas Koukaras, Dimitrios Rousidis, Christos Tjortjis:
Unraveling Microblog Sentiment Dynamics: A Twitter Public Attitudes Analysis towards COVID-19 Cases and Deaths. Informatics 10(4): 88 (2023) - [c9]Vasiliki Chouliara, Paraskevas Koukaras, Christos Tjortjis:
Fake News Detection Utilizing Textual Cues. AIAI (1) 2023: 393-403 - [c8]Chrysoula Dontaki, Paraskevas Koukaras, Christos Tjortjis:
Sentiment Analysis on English and Greek Twitter Data Regarding Vaccinations. IISA 2023: 1-8 - 2022
- [j7]Paraskevas Koukaras, Christos Tjortjis, Paschalis Gkaidatzis, Napoleon A. Bezas, Dimosthenis Ioannidis, Dimitrios Tzovaras:
An interdisciplinary approach on efficient virtual microgrid to virtual microgrid energy balancing incorporating data preprocessing techniques. Computing 104(1): 209-250 (2022) - [j6]Dimitrios Panagiotis Kasseropoulos, Paraskevas Koukaras, Christos Tjortjis:
Exploiting Textual Information for Fake News Detection. Int. J. Neural Syst. 32(12): 2250058:1-2250058:18 (2022) - [j5]Paraskevas Koukaras, Christos Tjortjis, Dimitrios Rousidis:
Mining association rules from COVID-19 related twitter data to discover word patterns, topics and inferences. Inf. Syst. 109: 102054 (2022) - [c7]Niccolò Zangrando, Sergio Herrera, Paraskevas Koukaras, Asimina Dimara, Piero Fraternali, Stelios Krinidis, Dimosthenis Ioannidis, Christos Tjortjis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras:
Anomaly Detection in Small-Scale Industrial and Household Appliances. AIAI Workshops 2022: 229-240 - [c6]Paraskevas Koukaras, Asimina Dimara, Sergio Herrera, Niccolò Zangrando, Stelios Krinidis, Dimosthenis Ioannidis, Piero Fraternali, Christos Tjortjis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras:
Proactive Buildings: A Prescriptive Maintenance Approach. AIAI Workshops 2022: 289-300 - [c5]Makrina Karagkiozidou, Paraskevas Koukaras, Christos Tjortjis:
Sentiment Analysis on COVID-19 Twitter Data: A Sentiment Timeline. AIAI (2) 2022: 350-359 - [c4]Evridiki Kapoteli, Paraskevas Koukaras, Christos Tjortjis:
Social Media Sentiment Analysis Related to COVID-19 Vaccines: Case Studies in English and Greek Language. AIAI (2) 2022: 360-372 - 2021
- [b1]Paraskevas Koukaras:
Interdisciplinary data science methods using machine learning for enhanced knowledge acquisition. International Hellenic University, Greece, 2021 - [j4]Paraskevas Koukaras, Dimitrios Rousidis, Christos Tjortjis:
Introducing a novel bi-functional method for exploiting sentiment in complex information networks. Int. J. Metadata Semant. Ontologies 15(3): 157-169 (2021) - [j3]Paraskevas Koukaras, Napoleon A. Bezas, Paschalis Gkaidatzis, Dimosthenis Ioannidis, Dimitrios Tzovaras, Christos Tjortjis:
Introducing a novel approach in one-step ahead energy load forecasting. Sustain. Comput. Informatics Syst. 32: 100616 (2021) - [c3]Paraskevas Koukaras, Vasiliki Tsichli, Christos Tjortjis:
Predicting Stock Market Movements with Social Media and Machine Learning. WEBIST 2021: 436-443 - 2020
- [j2]Paraskevas Koukaras, Christos Tjortjis, Dimitrios Rousidis:
Social Media Types: introducing a data driven taxonomy. Computing 102(1): 295-340 (2020) - [j1]Dimitrios Rousidis, Paraskevas Koukaras, Christos Tjortjis:
Social media prediction: a literature review. Multim. Tools Appl. 79(9-10): 6279-6311 (2020) - [c2]Dimitrios Rousidis, Paraskevas Koukaras, Christos Tjortjis:
Examination of NoSQL Transition and Data Mining Capabilities. MTSR 2020: 110-115 - [c1]Paraskevas Koukaras, Dimitrios Rousidis, Christos Tjortjis:
An Introduction to Information Network Modeling Capabilities, Utilizing Graphs. MTSR 2020: 134-140 - [p1]Paraskevas Koukaras, Dimitrios Rousidis, Christos Tjortjis:
Forecasting and Prevention Mechanisms Using Social Media in Health Care. Advanced Computational Intelligence in Healthcare (7) 2020: 121-137
Coauthor Index
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