Polykarpos Meladianos
Polykarpos Meladianos
Senior Machine Learning Engineer@kaizengaming
Verified email at aueb.gr
Title
Cited by
Cited by
Year
Matching node embeddings for graph similarity
G Nikolentzos, P Meladianos, M Vazirgiannis
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
1232017
Degeneracy-based real-time sub-event detection in twitter stream
P Meladianos, G Nikolentzos, F Rousseau, Y Stavrakas, M Vazirgiannis
Proceedings of the International AAAI Conference on Web and Social Media 9 (1), 2015
862015
Unsupervised abstractive meeting summarization with multi-sentence compression and budgeted submodular maximization
G Shang, W Ding, Z Zhang, AJP Tixier, P Meladianos, M Vazirgiannis, ...
arXiv preprint arXiv:1805.05271, 2018
502018
A Degeneracy Framework for Graph Similarity.
G Nikolentzos, P Meladianos, S Limnios, M Vazirgiannis
IJCAI, 2595-2601, 2018
412018
Shortest-path graph kernels for document similarity
G Nikolentzos, P Meladianos, F Rousseau, Y Stavrakas, M Vazirgiannis
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
392017
Kernel graph convolutional neural networks
G Nikolentzos, P Meladianos, AJP Tixier, K Skianis, M Vazirgiannis
International Conference on Artificial Neural Networks, 22-32, 2018
362018
Classifying graphs as images with convolutional neural networks
AJP Tixier, G Nikolentzos, P Meladianos, M Vazirgiannis
arXiv preprint arXiv:1708.02218, 37, 2017
222017
Combining graph degeneracy and submodularity for unsupervised extractive summarization
A Tixier, P Meladianos, M Vazirgiannis
Proceedings of the workshop on new frontiers in summarization, 48-58, 2017
212017
An optimization approach for sub-event detection and summarization in twitter
P Meladianos, C Xypolopoulos, G Nikolentzos, M Vazirgiannis
European Conference on Information Retrieval, 481-493, 2018
192018
Graph classification with 2d convolutional neural networks
AJP Tixier, G Nikolentzos, P Meladianos, M Vazirgiannis
International Conference on Artificial Neural Networks, 578-593, 2019
182019
Real-time keyword extraction from conversations
P Meladianos, A Tixier, I Nikolentzos, M Vazirgiannis
Proceedings of the 15th Conference of the European Chapter of the …, 2017
152017
Multivariate gaussian document representation from word embeddings for text categorization
G Nikolentzos, P Meladianos, F Rousseau, Y Stavrakas, M Vazirgiannis
Proceedings of the 15th Conference of the European Chapter of the …, 2017
112017
EMSE at TREC 2015 Clinical Decision Support Track
B Audeh, M Beigbeder
Mines Saint-Etienne Saint-Etienne Cedex France, 2015
102015
Word embeddings from large-scale greek web content
S Outsios, K Skianis, P Meladianos, C Xypolopoulos, M Vazirgiannis
arXiv preprint arXiv:1810.06694, 2018
82018
Evaluating the effect of time series segmentation on STARIMA-based traffic prediction model
A Salamanis, P Meladianos, D Kehagias, D Tzovaras
2015 IEEE 18th International Conference on Intelligent Transportation …, 2015
82015
K-clique-graphs for Dense Subgraph Discovery
G Nikolentzos, P Meladianos, Y Stavrakas, M Vazirgiannis
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017
22017
AUEB at TREC 2015: Clinical Decision Support Track.
G Nikolentzos, P Meladianos, N Liakis, M Vazirgiannis
TREC, 2015
22015
Kernel Graph Convolutional Neural Nets
G Nikolentzos, P Meladianos, AJP Tixier, K Skianis, M Vazirgiannis
2018
Ανάπτυξη Αυτόνομου Πράκτορα Λογισμικού για το Texas Hold'em με χρήση Νευρωνικών Δικτύων
Π Μελαδιανός
2013
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