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Gerasimos Vonitsanos
Gerasimos Vonitsanos
Geverifieerd e-mailadres voor ceid.upatras.gr
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Two-step classification with SVD preprocessing of distributed massive datasets in apache spark
A Alexopoulos, G Drakopoulos, A Kanavos, P Mylonas, G Vonitsanos
Algorithms 13 (3), 71, 2020
202020
Forecasting air flight delays and enabling smart airport services in apache spark
G Vonitsanos, T Panagiotakopoulos, A Kanavos, A Tsakalidis
IFIP International conference on artificial intelligence applications and …, 2021
182021
An entropy-based evaluation for sentiment analysis of stock market prices using Twitter data
A Kanavos, G Vonitsanos, A Mohasseb, P Mylonas
2020 15th International Workshop on Semantic and Social Media Adaptation and …, 2020
172020
A regularization-based big data framework for winter precipitation forecasting on streaming data
A Kanavos, M Trigka, E Dritsas, G Vonitsanos, P Mylonas
Electronics 10 (16), 1872, 2021
162021
Pre-processing framework for twitter sentiment classification
E Dritsas, G Vonitsanos, IE Livieris, A Kanavos, A Ilias, C Makris, ...
Artificial Intelligence Applications and Innovations: AIAI 2019 IFIP WG 12.5 …, 2019
162019
A nosql database approach for modeling heterogeneous and semi-structured information
G Vonitsanos, A Kanavos, P Mylonas, S Sioutas
2018 9th International Conference on Information, Intelligence, Systems and …, 2018
152018
Parametric evaluation of collaborative filtering over apache spark
A Alexopoulos, G Drakopoulos, A Kanavos, S Sioutas, G Vonitsanos
2020 5th South-East Europe Design Automation, Computer Engineering, Computer …, 2020
122020
The predictive power of a twitter user’s profile on cryptocurrency popularity
M Trigka, A Kanavos, E Dritsas, G Vonitsanos, P Mylonas
Big Data and Cognitive Computing 6 (2), 59, 2022
112022
Employing constrained neural networks for forecasting new product’s sales increase
IE Livieris, N Kiriakidou, A Kanavos, G Vonitsanos, V Tampakas
Artificial Intelligence Applications and Innovations: AIAI 2019 IFIP WG 12.5 …, 2019
112019
Documentation of clinically relevant genomic biomarker allele frequencies in the next‐generation FINDbase worldwide database
F Kounelis, A Kanterakis, A Kanavos, MT Pandi, Z Kordou, O Manusama, ...
Human Mutation 41 (6), 1112-1122, 2020
92020
An Apache Spark Framework for IoT-enabled Waste Management in Smart Cities
G Vonitsanos, T Panagiotakopoulos, A Kanavos, A Kameas
Proceedings of the 12th Hellenic Conference on Artificial Intelligence, 1-7, 2022
82022
Trajectory Clustering and k-NN for Robust Privacy Preserving k-NN Query Processing in GeoSpark
E Dritsas, A Kanavos, M Trigka, G Vonitsanos, S Sioutas, A Tsakalidis
Algorithms 13 (8), 182, 2020
82020
A nosql approach for aspect mining of cultural heritage streaming data
G Vonitsanos, A Kanavos, A Mohasseb, D Tsolis
2019 10th International Conference on Information, Intelligence, Systems and …, 2019
82019
Forecasting winter precipitation based on weather sensors data in apache spark
A Kanavos, T Panagiotakopoulos, G Vonitsanos, M Maragoudakis, ...
2021 12th International Conference on Information, Intelligence, Systems …, 2021
72021
Aspect-based community detection of cultural heritage streaming data
E Dritsas, M Trigka, G Vonitsanos, A Kanavos, P Mylonas
2021 12th International Conference on Information, Intelligence, Systems …, 2021
72021
Community detection algorithms for cultural and natural heritage data in social networks
A Kanavos, M Trigka, E Dritsas, G Vonitsanos, P Mylonas
IFIP International Conference on Artificial Intelligence Applications and …, 2021
72021
Issues and challenges of using blockchain for iot data management in smart healthcare
G Vonitsanos, T Panagiotakopoulos, A Kanavos
Biomed. J. Sci. Tech. Res 40 (2), 32052-32057, 2021
72021
An apache spark methodology for forecasting tourism demand in greece
N Ntaliakouras, G Vonitsanos, A Kanavos, E Dritsas
2019 10th International Conference on Information, Intelligence, Systems and …, 2019
72019
Decoding Gender on Social Networks: An In-depth Analysis of Language in Online Discussions Using Natural Language Processing and Machine Learning
G Vonitsanos, A Kanavos, P Mylonas
2023 IEEE International Conference on Big Data (BigData), 4618-4625, 2023
62023
Issues and challenges associated with blockchain in smart cities
G Vonitsanos, T Panagiotakopoulos, A Kanavos, M Maragoudakis, ...
2021 16th International Workshop on Semantic and Social Media Adaptation …, 2021
62021
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