Tensor Decomposition for Signal Processing and Machine Learning von Sidiropoulos, Nicholas D., De Lathauwer, Lieven, Xiao Fu, Kejun Huang, Papalexakis, Evangelos E., Faloutsos, Christos

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From K-Means to Higher-Way Co-Clustering: Multilinear Decomposition With Sparse Latent Factors von Papalexakis, E. E., Sidiropoulos, N. D., Bro, R.

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Temporal phenotyping of medically complex children via PARAFAC2 tensor factorization von Perros, Ioakeim, Papalexakis, Evangelos E., Vuduc, Richard, Searles, Elizabeth, Sun, Jimeng

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FRAPPE: fast rank approximation with explainable features for tensors von Shiao, William, Papalexakis, Evangelos E.

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Correction: FRAPPE: fast rank approximation with explainable features for tensors von Shiao, William, Papalexakis, Evangelos E.

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Adaptive granularity in tensors: A quest for interpretable structure von Pasricha, Ravdeep S, Gujral, Ekta, Papalexakis, Evangelos E

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Task-agnostic representation learning of multimodal twitter data for downstream applications von Rivas, Ryan, Paul, Sudipta, Hristidis, Vagelis, Papalexakis, Evangelos E., Roy-Chowdhury, Amit K.

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Structure-revealing data fusion von Acar, Evrim, Papalexakis, Evangelos E, Gürdeniz, Gözde, Rasmussen, Morten A, Lawaetz, Anders J, Nilsson, Mathias, Bro, Rasmus

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Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data von Fu, Xiao, Huang, Kejun, Papalexakis, Evangelos E., Song, Hyun Ah, Talukdar, Partha, Sidiropoulos, Nicholas D., Faloutsos, Christos, Mitchell, Tom

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TenGAN: adversarially generating multiplex tensor graphs von Shiao, William, Miller, Benjamin A., Chan, Kevin, Yu, Paul, Eliassi-Rad, Tina, Papalexakis, Evangelos E.

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SURREAL: Subgraph Robust Representation Learning von Al-Sayouri, Saba A., Koutra, Danai, Papalexakis, Evangelos E., Lam, Sarah S.

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Prefrontal multistimulus integration within a dedicated disambiguation circuit guides interleaving contingency judgment learning von Pastore, Justin D., Mayer, Johannes, Steinhauser, Jordan, Shuler, Kylene, Bailey, Tyler W., Speigel, John H., Papalexakis, Evangelos E., Korzus, Edward

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Com2: Fast Automatic Discovery of Temporal (‘Comet’) Communities von Araujo, Miguel, Papadimitriou, Spiros, Günnemann, Stephan, Faloutsos, Christos, Basu, Prithwish, Swami, Ananthram, Papalexakis, Evangelos E., Koutra, Danai

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NSVD : Normalized Singular Value Deviation Reveals Number of Latent Factors in Tensor Decomposition von Tsitsikas, Yorgos, Papalexakis, Evangelos E

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RIPEx: Extracting Malicious IP Addresses from Security Forums Using Cross-Forum Learning von Gharibshah, Joobin, Papalexakis, Evangelos E., Faloutsos, Michalis

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Homogeneity in Web Search Results: Diagnosis and Mitigation von Agrawal, Rakesh, Golshan, Behzad, Papalexakis, Evangelos E.

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Fast and memory-efficient algorithms for high-order Tucker decomposition von Zhang, Jiyuan, Oh, Jinoh, Shin, Kijung, Papalexakis, Evangelos E., Faloutsos, Christos, Yu, Hwanjo

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BigEye: Detection and Summarization of Key Global Events From Distributed Crowdsensed Data von Fahim, Abdulrahman, Neupane, Ajaya, Papalexakis, Evangelos E., Kaplan, Lance, Krishnamurthy, Srikanth V., Abdelzaher, Tarek

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Tensors for Data Mining and Data Fusion: Models, Applications, and Scalable Algorithms von Papalexakis, Evangelos E., Faloutsos, Christos, Sidiropoulos, Nicholas D.

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Coclustering-a useful tool for chemometrics von Bro, Rasmus, Papalexakis, Evangelos E., Acar, Evrim, Sidiropoulos, Nicholas D.

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