Structure-revealing data fusion
Acar, Evrim, Papalexakis, Evangelos E, Gürdeniz, Gözde, Rasmussen, Morten A, Lawaetz, Anders J, Nilsson, Mathias, Bro, Rasmus
Published in BMC bioinformatics (12.07.2014)
Published in BMC bioinformatics (12.07.2014)
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Journal Article
From K-Means to Higher-Way Co-Clustering: Multilinear Decomposition With Sparse Latent Factors
Papalexakis, E. E., Sidiropoulos, N. D., Bro, R.
Published in IEEE transactions on signal processing (01.01.2013)
Published in IEEE transactions on signal processing (01.01.2013)
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Journal Article
Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data
Fu, Xiao, Huang, Kejun, Papalexakis, Evangelos E., Song, Hyun Ah, Talukdar, Partha, Sidiropoulos, Nicholas D., Faloutsos, Christos, Mitchell, Tom
Published in IEEE transactions on knowledge and data engineering (01.12.2019)
Published in IEEE transactions on knowledge and data engineering (01.12.2019)
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Journal Article
Tensorshield: Tensor-based Defense Against Adversarial Attacks on Images
Entezari, Negin, Papalexakis, Evangelos E.
Published in MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) (28.11.2022)
Published in MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) (28.11.2022)
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Conference Proceeding
Power-Hop: A Pervasive Observation for Real Complex Networks
Papalexakis, Evangelos, Hooi, Bryan, Pelechrinis, Konstantinos, Faloutsos, Christos
Published in PloS one (14.03.2016)
Published in PloS one (14.03.2016)
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Journal Article
Adaptive granularity in tensors: A quest for interpretable structure
Pasricha, Ravdeep S, Gujral, Ekta, Papalexakis, Evangelos E
Published in Frontiers in big data (23.11.2022)
Published in Frontiers in big data (23.11.2022)
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Journal Article
C3 APTION: Constraint Coupled CP And PARAFAC2 Tensor Decompostion
Gujral, Ekta, Theocharous, Georgios, Papalexakis, Evangelos E.
Published in 2020 54th Asilomar Conference on Signals, Systems, and Computers (01.11.2020)
Published in 2020 54th Asilomar Conference on Signals, Systems, and Computers (01.11.2020)
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Conference Proceeding
POPLAR: Parafac2 decOmPosition using auxiLiAry infoRmation
Gujral, Ekta, Theocharous, Georgios, Papalexakis, Evangelos E.
Published in 2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM) (01.06.2020)
Published in 2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM) (01.06.2020)
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Conference Proceeding
Fast efficient and scalable Core Consistency Diagnostic for the parafac decomposition for big sparse tensors
Papalexakis, Evangelos E., Faloutsos, Christos
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
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Conference Proceeding
Fast and memory-efficient algorithms for high-order Tucker decomposition
Zhang, Jiyuan, Oh, Jinoh, Shin, Kijung, Papalexakis, Evangelos E., Faloutsos, Christos, Yu, Hwanjo
Published in Knowledge and information systems (01.07.2020)
Published in Knowledge and information systems (01.07.2020)
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Journal Article
BigEye: Detection and Summarization of Key Global Events From Distributed Crowdsensed Data
Fahim, Abdulrahman, Neupane, Ajaya, Papalexakis, Evangelos E., Kaplan, Lance, Krishnamurthy, Srikanth V., Abdelzaher, Tarek
Published in IEEE internet of things journal (15.06.2022)
Published in IEEE internet of things journal (15.06.2022)
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Journal Article
Coclustering-a useful tool for chemometrics
Bro, Rasmus, Papalexakis, Evangelos E., Acar, Evrim, Sidiropoulos, Nicholas D.
Published in Journal of chemometrics (01.06.2012)
Published in Journal of chemometrics (01.06.2012)
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Journal Article
t-PINE: tensor-based predictable and interpretable node embeddings
Al-Sayouri, Saba, Gujral, Ekta, Koutra, Danai, Papalexakis, Evangelos E., Lam, Sarah S.
Published in Social network analysis and mining (01.12.2020)
Published in Social network analysis and mining (01.12.2020)
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Journal Article