- Home
- Publications
- Publication Search
- Publication Details
Title
Tensors for Data Mining and Data Fusion
Authors
Keywords
-
Journal
ACM Transactions on Intelligent Systems and Technology
Volume 8, Issue 2, Pages 1-44
Publisher
Association for Computing Machinery (ACM)
Online
2016-10-03
DOI
10.1145/2915921
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Clustering Boolean tensors
- (2015) Saskia Metzler et al. DATA MINING AND KNOWLEDGE DISCOVERY
- Fast Decomposition of Large Nonnegative Tensors
- (2015) Jeremy E. Cohen et al. IEEE SIGNAL PROCESSING LETTERS
- Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis
- (2015) Andrzej Cichocki et al. IEEE SIGNAL PROCESSING MAGAZINE
- Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination
- (2015) Qibin Zhao et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Parallel Algorithms for Constrained Tensor Factorization via Alternating Direction Method of Multipliers
- (2015) Athanasios P. Liavas et al. IEEE TRANSACTIONS ON SIGNAL PROCESSING
- Newton-based optimization for Kullback–Leibler nonnegative tensor factorizations
- (2015) Samantha Hansen et al. OPTIMIZATION METHODS & SOFTWARE
- Sensing the Pulse of Urban Refueling Behavior
- (2015) Fuzheng Zhang et al. ACM Transactions on Intelligent Systems and Technology
- Structure-revealing data fusion
- (2014) Evrim Acar et al. BMC BIOINFORMATICS
- Parallel Randomly Compressed Cubes : A scalable distributed architecture for big tensor decomposition
- (2014) Nicholas D. Sidiropoulos et al. IEEE SIGNAL PROCESSING MAGAZINE
- Link prediction in heterogeneous data via generalized coupled tensor factorization
- (2013) Beyza Ermiş et al. DATA MINING AND KNOWLEDGE DISCOVERY
- Low Complexity Damped Gauss--Newton Algorithms for CANDECOMP/PARAFAC
- (2013) Anh-Huy Phan et al. SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS
- Towards mobile intelligence: Learning from GPS history data for collaborative recommendation
- (2012) Vincent W. Zheng et al. ARTIFICIAL INTELLIGENCE
- Multi-Way Compressed Sensing for Sparse Low-Rank Tensors
- (2012) N. D. Sidiropoulos et al. IEEE SIGNAL PROCESSING LETTERS
- From $K$-Means to Higher-Way Co-Clustering: Multilinear Decomposition With Sparse Latent Factors
- (2012) Evangelos E. Papalexakis et al. IEEE TRANSACTIONS ON SIGNAL PROCESSING
- Coupled Analysis of In Vitro and Histology Tissue Samples to Quantify Structure-Function Relationship
- (2012) Evrim Acar et al. PLoS One
- On Generic Identifiability of 3-Tensors of Small Rank
- (2012) Luca Chiantini et al. SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS
- On Tensors, Sparsity, and Nonnegative Factorizations
- (2012) Eric C. Chi et al. SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS
- A scalable optimization approach for fitting canonical tensor decompositions
- (2011) Evrim Acar et al. JOURNAL OF CHEMOMETRICS
- Black box approximation of tensors in hierarchical Tucker format
- (2011) Jonas Ballani et al. LINEAR ALGEBRA AND ITS APPLICATIONS
- A survey of multilinear subspace learning for tensor data
- (2011) Haiping Lu et al. PATTERN RECOGNITION
- Shifted Power Method for Computing Tensor Eigenpairs
- (2011) Tamara G. Kolda et al. SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS
- Tensor-Train Decomposition
- (2011) I. V. Oseledets SIAM JOURNAL ON SCIENTIFIC COMPUTING
- Temporal Link Prediction Using Matrix and Tensor Factorizations
- (2011) Daniel M. Dunlavy et al. ACM Transactions on Knowledge Discovery from Data
- Scalable tensor factorizations for incomplete data
- (2010) Evrim Acar et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- Generalizing the column–row matrix decomposition to multi-way arrays
- (2010) Cesar F. Caiafa et al. LINEAR ALGEBRA AND ITS APPLICATIONS
- Hierarchical Singular Value Decomposition of Tensors
- (2010) Lars Grasedyck SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS
- Batch and Adaptive PARAFAC-Based Blind Separation of Convolutive Speech Mixtures
- (2009) D Nion et al. IEEE Transactions on Audio Speech and Language Processing
- Adaptive Algorithms to Track the PARAFAC Decomposition of a Third-Order Tensor
- (2009) D. Nion et al. IEEE TRANSACTIONS ON SIGNAL PROCESSING
- Automatic relevance determination for multi-way models
- (2009) Morten Mørup et al. JOURNAL OF CHEMOMETRICS
- A New Scheme for the Tensor Representation
- (2009) W. Hackbusch et al. JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS
- Tensor Decompositions and Applications
- (2009) Tamara G. Kolda et al. SIAM REVIEW
- Simultaneous analysis of coupled data blocks differing in size: A comparison of two weighting schemes
- (2008) Tom Wilderjans et al. COMPUTATIONAL STATISTICS & DATA ANALYSIS
- Bayesian Tensor Approach for 3-D Face Modeling
- (2008) Dacheng Tao et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
- Unsupervised Multiway Data Analysis: A Literature Survey
- (2008) E. Acar et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Shift-invariant multilinear decomposition of neuroimaging data
- (2008) Morten Mørup et al. NEUROIMAGE
- Tensor-CUR Decompositions for Tensor-Based Data
- (2008) Michael W. Mahoney et al. SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS
- Efficient MATLAB Computations with Sparse and Factored Tensors
- (2007) Brett W. Bader et al. SIAM JOURNAL ON SCIENTIFIC COMPUTING
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started