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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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t-PINE: Tensor-based Predictable and Interpretable Node Embeddings


May 03, 2018
Saba A. Al-Sayouri, Ekta Gujral, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam

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Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition


Apr 25, 2018
Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis

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Semi-supervised Content-based Detection of Misinformation via Tensor Embeddings


Apr 24, 2018
Gisel Bastidas Guacho, Sara Abdali, Neil Shah, 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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SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping


Mar 14, 2018
Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard Vuduc, Xiaowei Yan, Christopher Defilippi, Walter F. Stewart, Jimeng Sun

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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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SPARTan: Scalable PARAFAC2 for Large & Sparse Data


Mar 13, 2017
Ioakeim Perros, Evangelos E. Papalexakis, Fei Wang, Richard Vuduc, Elizabeth Searles, Michael Thompson, Jimeng Sun

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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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