Laboratoire d'informatique de l'École polytechnique

Konstantinos Skianis

Doctorant, Polytechnique

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Email kskianis
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[1] K. Skianis, F. D. Malliaros, and M. Vazirgiannis, Fusing document, collection and label graph-based representations with word embeddings for text classification, in Proceedings of the twelfth workshop on graph-based methods for natural language processing, textgraphs@NAACL-hlt 2018, new orleans, louisiana, usa, june 6, 2018, 2018, pp. 49–58 [Online]. Available:

[2] G. Siglidis, G. Nikolentzos, S. Limnios, C. Giatsidis, K. Skianis, and M. Vazirgiannis, GraKeL: A graph kernel library in python, CoRR, vol. abs/1806.02193, 2018 [Online]. Available:

[3] K. Skianis, N. Tziortziotis, and M. Vazirgiannis, Orthogonal matching pursuit for text classification, CoRR, vol. abs/1807.04715, 2018 [Online]. Available:

[4] G. Nikolentzos, P. Meladianos, A. J. Tixier, K. Skianis, and M. Vazirgiannis, Kernel graph convolutional neural networks, CoRR, vol. abs/1710.10689, 2017 [Online]. Available:

[5] A. J. Tixier, K. Skianis, and M. Vazirgiannis, GoWvis: A web application for graph-of-words-based text visualization and summarization, in Proceedings of ACL-2016 system demonstrations, berlin, germany, august 7-12, 2016, 2016, pp. 151–156 [Online]. Available:

[6] K. Skianis, F. Rousseau, and M. Vazirgiannis, Regularizing text categorization with clusters of words, in Proceedings of the 2016 conference on empirical methods in natural language processing, EMNLP 2016, austin, texas, usa, november 1-4, 2016, 2016, pp. 1827–1837 [Online]. Available:

[7] K. Skianis, M. G. Rossi, F. D. Malliaros, and M. Vazirgiannis, SpreadViz: Analytics and visualization of spreading processes in social networks, in IEEE international conference on data mining workshops, ICDM workshops 2016, december 12-15, 2016, barcelona, spain., 2016, pp. 1324–1327 [Online]. Available:

[8] F. D. Malliaros and K. Skianis, Graph-based term weighting for text categorization, in Proceedings of the 2015 IEEE/ACM international conference on advances in social networks analysis and mining, ASONAM 2015, paris, france, august 25 - 28, 2015, 2015, pp. 1473–1479 [Online]. Available: