A comparative evaluation of pre-processing techniques and their interactions for twitter sentiment analysis S Symeonidis, D Effrosynidis, A Arampatzis Expert Systems with Applications 110, 298-310, 2018 | 276 | 2018 |
An evaluation of feature selection methods for environmental data D Effrosynidis, A Arampatzis Ecological Informatics 61, 101224, 2021 | 134 | 2021 |
A comparison of pre-processing techniques for twitter sentiment analysis D Effrosynidis, S Symeonidis, A Arampatzis Research and Advanced Technology for Digital Libraries: 21st International …, 2017 | 88 | 2017 |
The climate change Twitter dataset D Effrosynidis, AI Karasakalidis, G Sylaios, A Arampatzis Expert Systems with Applications 204, 117541, 2022 | 63 | 2022 |
Seagrass detection in the mediterranean: A supervised learning approach D Effrosynidis, A Arampatzis, G Sylaios Ecological Informatics 48, 158-170, 2018 | 43 | 2018 |
Exploring climate change on Twitter using seven aspects: Stance, sentiment, aggressiveness, temperature, gender, topics, and disasters D Effrosynidis, G Sylaios, A Arampatzis Plos one 17 (9), e0274213, 2022 | 27 | 2022 |
Time series and regression methods for univariate environmental forecasting: An empirical evaluation D Effrosynidis, E Spiliotis, G Sylaios, A Arampatzis Science of The Total Environment 875, 162580, 2023 | 25 | 2023 |
Species distribution modelling via feature engineering and machine learning for pelagic fishes in the Mediterranean Sea D Effrosynidis, A Tsikliras, A Arampatzis, G Sylaios Applied Sciences 10 (24), 8900, 2020 | 22 | 2020 |
DUTH at SemEval-2017 Task 4: a voting classification approach for Twitter sentiment analysis S Symeonidis, D Effrosynidis, J Kordonis, A Arampatzis Proceedings of the 11th International Workshop on Semantic Evaluation …, 2017 | 12 | 2017 |
DUTH at SemEval-2018 Task 2: emoji prediction in tweets D Effrosynidis, G Peikos, S Symeonidis, A Arampatzis proceedings of the 12th international workshop on semantic evaluation, 466-469, 2018 | 8 | 2018 |
Seagrass and hydrographic data for the Mediterranean Sea D Effrosynidis, A Arampatzis, G Sylaios Data in brief 25, 104286, 2019 | 6 | 2019 |
Duth at semeval-2017 task 5: Sentiment predictability in financial microblogging and news articles S Symeonidis, J Kordonis, D Effrosynidis, A Arampatzis Proceedings of the 11th International Workshop on Semantic Evaluation …, 2017 | 5 | 2017 |
DUTH at SemEval-2021 Task 7: Is Conventional Machine Learning for Humorous and Offensive Tasks enough in 2021? K Alexandros, E Dimitrios, A Avi Proceedings of the 15th International Workshop on Semantic Evaluation …, 2021 | 3 | 2021 |
The Effect of Training Data Size on Disaster Classification from Twitter D Effrosynidis, G Sylaios, A Arampatzis Information 15 (7), 393, 2024 | | 2024 |