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Evangelos E. Papalexakis
Evangelos E. Papalexakis
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Tensor decomposition for signal processing and machine learning
ND Sidiropoulos, L De Lathauwer, X Fu, K Huang, EE Papalexakis, ...
IEEE Transactions on Signal Processing 65 (13), 3551-3582, 2017
11682017
Tensors for data mining and data fusion: Models, applications, and scalable algorithms
EE Papalexakis, C Faloutsos, ND Sidiropoulos
ACM Transactions on Intelligent Systems and Technology (TIST) 8 (2), 1-44, 2016
3392016
Gigatensor: scaling tensor analysis up by 100 times-algorithms and discoveries
U Kang, E Papalexakis, A Harpale, C Faloutsos
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
3262012
ParCube: Sparse Parallelizable Tensor Decompositions
EE Papalexakis, C Faloutsos, ND Sidiropoulos
2292012
From K-means to higher-way co-clustering: multilinear decomposition with sparse latent factors
EE Papalexakis, ND Sidiropoulos, R Bro
IEEE Transactions on Signal Processing, 2013
1612013
HaTen2: Billion-scale Tensor Decompositions
I Jeon, EE Papalexakis, U Kang, C Faloutsos
IEEE ICDE 2015, 2015
1522015
NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks
M Mongiovı, P Bogdanov, R Ranca, EE Papalexakis, C Faloutsos, ...
1382013
All you need is low (rank) defending against adversarial attacks on graphs
N Entezari, SA Al-Sayouri, A Darvishzadeh, EE Papalexakis
Proceedings of the 13th International Conference on Web Search and Data …, 2020
1352020
FLEXIFACT: Scalable Flexible Factorization of Coupled Tensors on Hadoop
A Beutel, A Kumar, E Papalexakis, PP Talukdar, C Faloutsos, EP Xing
NIPS 2013 Big Learning Workshop, 2013
1352013
Do more Views of a Graph help? Community Detection and Clustering in Multi-Graphs
EE Papalexakis, L Akoglu, D Ienco
16th International Conference on Information Fusion, 2013
1252013
Com2: Fast Automatic Discovery of Temporal (’Comet’) Communities
M Araujo, S Papadimitriou, S Günnemann, C Faloutsos, P Basu, A Swami, ...
PAKDD 2014, 2014
1172014
Structure-revealing data fusion
E Acar, EE Papalexakis, G Gürdeniz, MA Rasmussen, AJ Lawaetz, ...
BMC bioinformatics 15 (1), 1-17, 2014
1012014
Unsupervised content-based identification of fake news articles with tensor decomposition ensembles
S Hosseinimotlagh, EE Papalexakis
Proceedings of the Workshop on Misinformation and Misbehavior Mining on the …, 2018
892018
Semi-supervised content-based detection of misinformation via tensor embeddings
GB Guacho, S Abdali, N Shah, EE Papalexakis
2018 IEEE/ACM international conference on advances in social networks …, 2018
842018
Parallel randomly compressed cubes: A scalable distributed architecture for big tensor decomposition
ND Sidiropoulos, EE Papalexakis, C Faloutsos
IEEE Signal Processing Magazine 31 (5), 57-70, 2014
762014
SPARTan: Scalable PARAFAC2 for large & sparse data
I Perros, EE Papalexakis, F Wang, R Vuduc, E Searles, M Thompson, ...
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
702017
Webly supervised joint embedding for cross-modal image-text retrieval
NC Mithun, R Panda, EE Papalexakis, AK Roy-Chowdhury
Proceedings of the 26th ACM international conference on Multimedia, 1856-1864, 2018
692018
TENSORSPLAT: Spotting Latent Anomalies in Time
D Koutra, EE Papalexakis, C Faloutsos
662012
Network Anomaly Detection using Co-clustering
EE Papalexakis, A Beutel, P Steenkiste
652012
Heigen: Spectral analysis for billion-scale graphs
U Kang, B Meeder, EE Papalexakis, C Faloutsos
IEEE Transactions on knowledge and data engineering 26 (2), 350-362, 2012
642012
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Artikelen 1–20