Papalexakis EE - Search Results

1

Adaptive granularity in tensors: A quest for interpretable structure.

Pasricha RS, Gujral E, Papalexakis EE. Pasricha RS, et al. Among authors: papalexakis ee. Front Big Data. 2022 Nov 23;5:929511. doi: 10.3389/fdata.2022.929511. eCollection 2022. Front Big Data. 2022. PMID: 36505975 Free PMC article.

2

NSVD: Normalized Singular Value Deviation Reveals Number of Latent Factors in Tensor Decomposition.

Tsitsikas Y, Papalexakis EE. Tsitsikas Y, et al. Among authors: papalexakis ee. Big Data. 2020 Oct;8(5):412-430. doi: 10.1089/big.2020.0074. Epub 2020 Aug 17. Big Data. 2020. PMID: 32808829

3

Temporal phenotyping of medically complex children via PARAFAC2 tensor factorization.

Perros I, Papalexakis EE, Vuduc R, Searles E, Sun J. Perros I, et al. Among authors: papalexakis ee. J Biomed Inform. 2019 May;93:103125. doi: 10.1016/j.jbi.2019.103125. Epub 2019 Feb 8. J Biomed Inform. 2019. PMID: 30743070 Free article.

4

COPA: Constrained PARAFAC2 for Sparse & Large Datasets.

Afshar A, Perros I, Papalexakis EE, Searles E, Ho J, Sun J. Afshar A, et al. Among authors: papalexakis ee. Proc ACM Int Conf Inf Knowl Manag. 2018 Oct;2018:793-802. doi: 10.1145/3269206.3271775. Proc ACM Int Conf Inf Knowl Manag. 2018. PMID: 32905548 Free PMC article.

5

SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping.

Perros I, Papalexakis EE, Park H, Vuduc R, Yan X, Defilippi C, Stewart WF, Sun J. Perros I, et al. Among authors: papalexakis ee. KDD. 2018 Jul;2018:2080-2089. doi: 10.1145/3219819.3219999. KDD. 2018. PMID: 33680534 Free PMC article.

6

Turbo-SMT: Parallel Coupled Sparse Matrix-Tensor Factorizations and Applications.

Papalexakis EE, Faloutsos C, Mitchell TM, Talukdar PP, Sidiropoulos ND, Murphy B. Papalexakis EE, et al. Stat Anal Data Min. 2016 Aug;9(4):269-290. doi: 10.1002/sam.11315. Epub 2016 Jun 30. Stat Anal Data Min. 2016. PMID: 27672406 Free PMC article.

7

Unsupervised Tensor Mining for Big Data Practitioners.

Papalexakis EE, Faloutsos C. Papalexakis EE, et al. Big Data. 2016 Sep;4(3):179-91. doi: 10.1089/big.2016.0026. Big Data. 2016. PMID: 27642720

8

Good-Enough Brain Model: Challenges, Algorithms, and Discoveries in Multisubject Experiments.

Papalexakis EE, Fyshe A, Sidiropoulos ND, Talukdar PP, Mitchell TM, Faloutsos C. Papalexakis EE, et al. Big Data. 2014 Dec;2(4):216-29. doi: 10.1089/big.2014.0044. Big Data. 2014. PMID: 27442756

9

Structure-revealing data fusion.

Acar E, Papalexakis EE, Gürdeniz G, Rasmussen MA, Lawaetz AJ, Nilsson M, Bro R. Acar E, et al. Among authors: papalexakis ee. BMC Bioinformatics. 2014 Jul 12;15(1):239. doi: 10.1186/1471-2105-15-239. BMC Bioinformatics. 2014. PMID: 25015427 Free PMC article.

10

Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200×.

Papalexakis EE, Faloutsos C, Mitchell TM, Talukdar PP, Sidiropoulos ND, Murphy B. Papalexakis EE, et al. Proc SIAM Int Conf Data Min. 2014;2014:118-126. doi: 10.1137/1.9781611973440.14. Proc SIAM Int Conf Data Min. 2014. PMID: 26473087 Free PMC article.

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