Scientific Publications

N. Stylianou, D. Chatzakou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, “Domain-aligned Data Augmentation for Low-resource and Imbalanced Text Classification”, 45th European Conference on Information Retrieval (ECIR’23), Dublin, Ireland, April 02-06, 2023

Nick Pantelidis, Stelios Andreadis, Maria Pegia, Anastasia Moumtzidou, Damianos Galanopoulos, Konstantinos Apostolidis, Despoina Touska, Konstantinos Gkountakos, Ilias Gialampoukidis, Stefanos Vrochidis, Vasileios Mezaris, and Ioannis Kompatsiaris, “VERGE in VBS 2023”, Conference Paper in 29th International Conference, MMM 2023, Bergen, Norway, January 9–12, 2023, Springer 

K. Stavrothanasopoulos, K. Gkountakos, K. Ioannidis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, “Vehicle Color Identification Framework using Pixel-level Color Estimation from Segmentation Masks of Car Parts, IEEE Xplore, December 2022

A. Kosmatopoulos, K. Loumponias, O. Theodosiadou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, “Identification of Key Actor Nodes: A Centrality Measure Ranking Aggregation Approach”, IEEE/ACM, November 2022

https://ieeexplore.ieee.org/abstract/document/10068668

Konstantinos Gkountakos, Damianos Galanopoulos, Despoina Touska, Konstantinos Ioannidis, Stefanos Vrochidis, Vasileios Mezaris, Ioannis Kompatsiaris, “ITI-CERTH participation in ActEV and AVS Tracks of TRECVID 2022”, National Institute of Standards and Technology in the context of TREC Video Retrieval Evaluation (TRECVID), 2022

Alexandros-Michail Koufakis, Theodora Tsikrika, Stefanos Vrochidis, Ioannis Kompatsiaris, “M4D-MKLab/ITI-CERTH Participation in TREC Deep Learning Track 2022”, National Institute of Standards and Technology in the context of Text Retrieval Conference (TREC), 2022

Loumponias, K.; Kosmatopoulos, A.; Tsikrika, T.; Vrochidis, S. and Kompatsiaris, I., “A Faster Converging Negative Sampling for the Graph Embedding”, Conference, SciTePress, March 22, 2022

K. Pantelidou, D. Chatzakou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, “Selective Word Substitution for Contextualized Data Augmentation”, Conference, Springer, March 14, 2022

Alexandros-Michail Koufakis, Theodora Tsikrika, Stefanos Vrochidis, Ioannis Kompatsiaris, M4D-MKLab/ITI-CERTH Participation in TREC Deep Learning Track 2021, Conference Paper, November 15-19, 2021

Dimitrios I. Koutras, Athanasios C. Kapoutsis, Angelos A. Amanatiadis, Elias B. Kosmatopoulos, “MarsExplorer: Exploration of Unknown Terrains via Deep Reinforcement Learning and Procedurally Generated Environments”, Journal Paper, MDPI, May 11, 2021 

Catherine Altobelli, Emily Johnson, Nikolaus Forgó, Antoni Napieralski, “To Scrape or Not to Scrape? The Lawfulness of Social Media Crawling under the GDPR”, Book Chapter, Lacier, April 8, 2021

Gkountakos, K., Touska, D., Ioannidis, K., Tsikrika, T., Vrochidis, S., & Kompatsiaris, I., “Spatio-temporal activity detection and recognition in untrimmed surveillance videos”, Journal Paper, ACM International Conference on Multimedia Retrieval, ICMR 2021, Taipei, Taiwan, August 21-24, 2021

Dimitrios I. Koutras, Athanasios C. Kapoutsis, Elias B. Kosmatopoulos, “Autonomous and Cooperative Design of the Monitor Positions for a Team of UAVs to Maximize the Quantity and Quality of Detected Objects”, Journal Paper, IEEE Explore, 25/06/2020