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Konstantinos Skianis
Konstantinos Skianis
Assistant Professor, University of Ioannina
Adresse e-mail validée de cse.uoi.gr - Page d'accueil
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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
2192020
Graph-based term weighting for text categorization
FD Malliaros, K Skianis
Proceedings of the 2015 IEEE/ACM international conference on advances in …, 2015
872015
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
712018
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
522020
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
442023
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
342018
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
302016
Regularizing Text Categorization with Clusters of Words
K Skianis, F Rousseau, M Vazirgiannis
EMNLP 2016, 1827-1837, 2016
252016
Evaluation of greek word embeddings
S Outsios, C Karatsalos, K Skianis, M Vazirgiannis
Proceedings of the Twelfth Language Resources and Evaluation Conference, 2020
242020
Word embeddings from large-scale greek web content
S Outsios, K Skianis, P Meladianos, C Xypolopoulos, M Vazirgiannis
arXiv preprint arXiv:1810.06694, 2018
222018
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
172023
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
162020
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
102018
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
82023
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
62020
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
52022
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
52020
Graph reasoning with large language models via pseudo-code prompting
K Skianis, G Nikolentzos, M Vazirgiannis
arXiv preprint arXiv:2409.17906, 2024
32024
Towards Fine-Dining Recipe Generation with Generative Pre-trained Transformers
K Katserelis, K Skianis
arXiv preprint arXiv:2209.12774, 2022
32022
SPREADVIZ: Analytics and Visualization of Spreading Processes in Social Networks
K Skianis, MEG Rossi, FD Malliaros, M Vazirgiannis
ICDM 2016, 2016
32016
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