Publications

2020

Species Distribution Modelling via Feature Engineering and Machine Learning for Pelagic Fishes in the Mediterranean Sea.
Dimitrios Effrosynidis, Athanassios Tsikliras, Avi, Arampatzis, Georgios Sylaios. Applied Sciences, Volume 10, December 2020. © MDPI. | 2019 Impact Factor: 2.474.

2019

Seagrass and Hydrographic data for the Mediterranean Sea.
Dimitrios Effrosynidis, Avi Arampatzis, and Georgios Sylaios. Data in brief, Volume 25, August 2019. © Elsevier. | 2019 Impact Factor: 0.970, 3 Citations.

2018

Seagrass Detection in the Mediterranean: A Supervised Learning Approach.
Dimitrios Effrosynidis, Avi Arampatzis, and Georgios Sylaios. Ecological informatics, Volume 48, pages 158-170, November 2018. © Elsevier. | 2019 Impact Factor: 1.820; 5-Year Impact Factor: 2.520, 7 Citations.

A Comparative Evaluation of Pre-processing Techniques and their Interactions for Twitter Sentiment Analysis.
Symeon Symeonidis, Dimitrios Effrosynidis, Avi Arampatzis. Expert Systems with Applications, Volume 110, pages 298-310, November 2018. © Elsevier. | 2019 Impact Factor: 3.768; 5-Year Impact Factor: 5.452, 57 Citations.

DUTH at SemEval-2018 Task 2: Emoji Prediction in Tweets.
Dimitrios Effrosynidis, Georgios Peikos, Symeon Symeonidis, Avi Arampatzis. In: Proceedings of the 12th International Workshop on Semantic Evaluation, SemEval@ACL 2018, pp. 466-469, New Orleans, Louisiana, June 5-6, 2018. © Association for Computational Linguistics. 3 Citations.

2017

A Comparison of Pre-processing Techniques for Twitter Sentiment Analysis.
Dimitrios Effrosynidis, Symeon Symeonidis, Avi Arampatzis. In: Research and Advanced Technology for Digital Libraries - 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017, pp. 394-406, Thessaloniki, Greece, September 18-21, 2017. LNCS 10450; © Springer 27 Citations.

DUTH at SemEval-2017 Task 5: Sentiment Predictability in Financial Microblogging and News Articles.
Symeon Symeonidis, John Kordonis, Dimitrios Effrosynidis, Avi Arampatzis. In: Proceedings of the 11th International Workshop on Semantic Evaluation, SemEval@ACL 2017, pp. 861-865, Vancouver, Canada, August 3-4, 2017. © Association for Computational Linguistics 2 Citations.

DUTH at SemEval-2017 Task 4: A Voting Classification Approach for Twitter Sentiment Analysis.
Symeon Symeonidis, Dimitrios Effrosynidis, John Kordonis, Avi Arampatzis. In: Proceedings of the 11th International Workshop on Semantic Evaluation, SemEval@ACL 2017, pp. 704-708, Vancouver, Canada, August 3-4, 2017. © Association for Computational Linguistics 8 Citations.