Grakel: A graph kernel library in python G Siglidis, G Nikolentzos, S Limnios, C Giatsidis, K Skianis, ... Journal of Machine Learning Research 21 (54), 1-5, 2020 | 203 | 2020 |
Graph-based term weighting for text categorization FD Malliaros, K Skianis Proceedings of the 2015 IEEE/ACM international conference on advances in …, 2015 | 86 | 2015 |
Kernel graph convolutional neural networks G Nikolentzos, P Meladianos, AJP Tixier, K Skianis, M Vazirgiannis Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018 | 64 | 2018 |
Rep the set: Neural networks for learning set representations K Skianis, G Nikolentzos, S Limnios, M Vazirgiannis International conference on artificial intelligence and statistics, 1410-1420, 2020 | 47 | 2020 |
Fusing document, collection and label graph-based representations with word embeddings for text classification K Skianis, F Malliaros, M Vazirgiannis NAACL-HLT Workshop on Graph-Based Natural Language Processing (TextGraphs), 2018 | 29 | 2018 |
Gowvis: a web application for graph-of-words-based text visualization and summarization A Tixier, K Skianis, M Vazirgiannis Proceedings of ACL-2016 System Demonstrations, 151-156, 2016 | 28 | 2016 |
On the trade-off between over-smoothing and over-squashing in deep graph neural networks JH Giraldo, K Skianis, T Bouwmans, FD Malliaros Proceedings of the 32nd ACM international conference on information and …, 2023 | 25 | 2023 |
Regularizing Text Categorization with Clusters of Words K Skianis, F Rousseau, M Vazirgiannis EMNLP 2016, 1827-1837, 2016 | 24 | 2016 |
Evaluation of greek word embeddings S Outsios, C Karatsalos, K Skianis, M Vazirgiannis Proceedings of the Twelfth Language Resources and Evaluation Conference, 2020 | 22 | 2020 |
Word embeddings from large-scale greek web content S Outsios, K Skianis, P Meladianos, C Xypolopoulos, M Vazirgiannis arXiv preprint arXiv:1810.06694, 2018 | 19 | 2018 |
Evaluation of machine translation methods applied to medical terminologies K Skianis, Y Briand, F Desgrippes Proceedings of the 11th International Workshop on Health Text Mining and …, 2020 | 12 | 2020 |
Data aging matters: Federated learning-based consumption prediction in smart homes via age-based model weighting K Skianis, A Giannopoulos, P Gkonis, P Trakadas Electronics 12 (14), 3054, 2023 | 11 | 2023 |
Orthogonal matching pursuit for text classification K Skianis, N Tziortziotis, M Vazirgiannis Proceedings of the 2018 EMNLP Workshop W-NUT: The 4th Workshop on Noisy User …, 2018 | 10 | 2018 |
Predicting COVID-19 positivity and hospitalization with multi-scale graph neural networks K Skianis, G Nikolentzos, B Gallix, R Thiebaut, G Exarchakis Scientific Reports 13 (1), 5235, 2023 | 7 | 2023 |
Scientometrics for success and influence in the microsoft academic graph G Panagopoulos, C Xypolopoulos, K Skianis, C Giatsidis, J Tang, ... Complex Networks and Their Applications VIII: Volume 2 Proceedings of the …, 2020 | 6 | 2020 |
Boosting tricks for word mover’s distance K Skianis, FD Malliaros, N Tziortziotis, M Vazirgiannis Artificial Neural Networks and Machine Learning–ICANN 2020: 29th …, 2020 | 5 | 2020 |
Towards Fine-Dining Recipe Generation with Generative Pre-trained Transformers K Katserelis, K Skianis arXiv preprint arXiv:2209.12774, 2022 | 3 | 2022 |
SPREADVIZ: Analytics and Visualization of Spreading Processes in Social Networks K Skianis, MEG Rossi, FD Malliaros, M Vazirgiannis ICDM 2016, 2016 | 3 | 2016 |
Moderate COVID-19: Clinical Trajectories and Predictors of Progression and Outcomes AG Pappas, A Panagopoulos, A Rodopoulou, M Alexandrou, ... Journal of Personalized Medicine 12 (9), 1472, 2022 | 2 | 2022 |
Digital Twin for Automated Industrial Optimization: Intelligent Machine Selection via Process Modelling K Skianis, A Giannopoulos, A Kalafatelis, P Trakadas 2023 IEEE International Conference on Industry 4.0, Artificial Intelligence …, 2023 | | 2023 |