Konstantinos Skianis

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Michalis VazirgiannisDistinguished Professor, Ecole Polytechnique, Institute Polytechnique de ParisVerified email at lix.polytechnique.fr
Giannis NikolentzosPostdoctoral researcherVerified email at polytechnique.edu
Fragkiskos D. MalliarosAssistant Professor, CentraleSupélec, Université Paris-SaclayVerified email at centralesupelec.fr
Stratis LimniosResearch Fellow, Alan Turing Institute, LondonVerified email at polytechnique.edu
Christos giatsidisEcole PolytechniqueVerified email at lix.polytechnique.fr
Antoine Jean-Pierre TixierResearch ScientistVerified email at colorado.edu
Polykarpos MeladianosSenior Machine Learning Engineer@kaizengamingVerified email at aueb.gr
Ioannis SiglidisÉcole des Ponts Paris-Tech (Imagine)Verified email at enpc.fr
Stamatis OutsiosAthens University of Economics and BusinessVerified email at aueb.gr
Xypolopoulos ChristosEcole PolytechniqueVerified email at polytechnique.edu
Nikolaos TziortziotisJellyfish ResearchVerified email at jellyfish.com
François RousseauGoogleVerified email at google.com
Christos KaratsalosNational Technical University of AthensVerified email at mail.ntua.gr
George PanagopoulosApplied Science Intern, AmazonVerified email at polytechnique.edu
Tang JieProfessor, Tsinghua UniversityVerified email at tsinghua.edu.cn
Maria Evgenia G. RossiData Scientist @ ProbaYesVerified email at polytechnique.edu

Konstantinos Skianis

BLUAI & Athens University of Economics and Business

Verified email at bluai.gr - Homepage

Natural Language Processing Machine Learning Data Science


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GraKeL: A Graph Kernel Library in Python. G Siglidis, G Nikolentzos, S Limnios, C Giatsidis, K Skianis, ... J. Mach. Learn. Res. 21 (54), 1-5, 2020	90	2020
Graph-based term weighting for text categorization FD Malliaros, K Skianis Proceedings of the 2015 IEEE/ACM international conference on advances in …, 2015	65	2015
Kernel graph convolutional neural networks G Nikolentzos, P Meladianos, AJP Tixier, K Skianis, M Vazirgiannis International conference on artificial neural networks, 22-32, 2018	48	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	23	2020
Fusing document, collection and label graph-based representations with word embeddings for text classification K Skianis, F Malliaros, M Vazirgiannis Proceedings of the Twelfth Workshop on Graph-Based Methods for Natural …, 2018	21	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	20	2016
Regularizing Text Categorization with Clusters of Words K Skianis, F Rousseau, M Vazirgiannis EMNLP 2016, 1827-1837, 2016	14	2016
Evaluation of greek word embeddings S Outsios, C Karatsalos, K Skianis, M Vazirgiannis arXiv preprint arXiv:1904.04032, 2019	13	2019
Word embeddings from large-scale greek web content S Outsios, K Skianis, P Meladianos, C Xypolopoulos, M Vazirgiannis arXiv preprint arXiv:1810.06694, 2018	12	2018
Orthogonal matching pursuit for text classification K Skianis, N Tziortziotis, M Vazirgiannis arXiv preprint arXiv:1807.04715, 2018	5	2018
Scientometrics for success and influence in the microsoft academic graph G Panagopoulos, C Xypolopoulos, K Skianis, C Giatsidis, J Tang, ... International Conference on Complex Networks and Their Applications, 1007-1017, 2019	4	2019
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	2	2020
Boosting Tricks for Word Mover’s Distance K Skianis, FD Malliaros, N Tziortziotis, M Vazirgiannis International Conference on Artificial Neural Networks, 761-772, 2020	1	2020
SPREADVIZ: Analytics and Visualization of Spreading Processes in Social Networks K Skianis, MEG Rossi, FD Malliaros, M Vazirgiannis ICDM 2016, 2016	1	2016
Novel Representations, Regularization & Distances for Text Classification K Skianis École Polytechnique, 2019		2019

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