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Evangelos E. Papalexakis

A Peek Into the Hidden Layers of a Convolutional Neural Network Through a Factorization Lens

Jun 06, 2018
Uday Singh Saini, Evangelos E. Papalexakis

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RIPEx: Extracting malicious IP addresses from security forums using cross-forum learning

Apr 13, 2018
Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos

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* 12 pages, Accepted in n 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2018

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The Exact Solution to Rank-1 L1-norm TUCKER2 Decomposition

Oct 31, 2017
Panos P. Markopoulos, Dimitris G. Chachlakis, Evangelos E. Papalexakis

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* This is a preprint; An edited/finalized version of this manuscript has been submitted for publication to IEEE Signal Processing Letters

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Balancing Interpretability and Predictive Accuracy for Unsupervised Tensor Mining

Sep 04, 2017
Ishmam Zabir, Evangelos E. Papalexakis

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Tensor Decomposition for Signal Processing and Machine Learning

Dec 14, 2016
Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Christos Faloutsos

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* revised version, overview article

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