متابعة
Evangelos E. Papalexakis
Evangelos E. Papalexakis
Associate Professor and Ross Family Chair, University of California Riverside
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
17532017
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
4692016
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
3662012
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
3652020
ParCube: Sparse Parallelizable Tensor Decompositions‏
EE Papalexakis, C Faloutsos, ND Sidiropoulos‏
2452012
Open data from the third observing run of LIGO, Virgo, KAGRA and GEO‏
R Abbott, H Abe, F Acernese, K Ackley, S Adhicary, N Adhikari, ...‏
arXiv preprint arXiv:2302.03676, 2023‏
2112023
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
1862013
HaTen2: Billion-scale Tensor Decompositions‏
I Jeon, EE Papalexakis, U Kang, C Faloutsos‏
IEEE ICDE 2015, 2015‏
1822015
NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks‏
M Mongiovı, P Bogdanov, R Ranca, EE Papalexakis, C Faloutsos, ...‏
1652013
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
1492013
Structure-revealing data fusion‏
E Acar, EE Papalexakis, G Gürdeniz, MA Rasmussen, AJ Lawaetz, ...‏
BMC bioinformatics 15, 1-17, 2014‏
1452014
Com2: Fast Automatic Discovery of Temporal (’Comet’) Communities‏
M Araujo, S Papadimitriou, S Günnemann, C Faloutsos, P Basu, A Swami, ...‏
PAKDD 2014, 2014‏
1382014
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
1382013
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
1332018
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
1252018
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
952017
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
912018
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
842014
TENSORSPLAT: Spotting Latent Anomalies in Time‏
D Koutra, EE Papalexakis, C Faloutsos‏
842012
{SourceFinder}: Finding malware {Source-Code} from publicly available repositories in {GitHub}‏
MOF Rokon, R Islam, A Darki, EE Papalexakis, M Faloutsos‏
23rd International Symposium on Research in Attacks, Intrusions and Defenses …, 2020‏
762020
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مقالات 1–20