Standout Papers
Citation Impact
Citing Papers
A Biomedical Information Retrieval System based on Clustering for Mobile Devices
2010
A Systematic Review of Healthcare Applications for Smartphones
2012 Standout
Large language models in medicine
2023 Standout
Natural language processing: state of the art, current trends and challenges
2022
Higher Order Partial Least Squares (HOPLS): A Generalized Multilinear Regression Method
2012
Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions
2016
Short-Term Traffic Prediction Based on Dynamic Tensor Completion
2016
Tensors for Data Mining and Data Fusion
2016
A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing
2015 Standout
Multidimensional compressed sensing and their applications
2013
Traffic data imputation via tensor completion based on soft thresholding of Tucker core
2017
Tensor Decomposition for Signal Processing and Machine Learning
2017 Standout
Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey
2020 Standout
Learning with tensors: a framework based on convex optimization and spectral regularization
2013
The ITensor Software Library for Tensor Network Calculations
2022 Standout
Provable Tensor Factorization with Missing Data
2014
Automated detection and classification of fundus diabetic retinopathy images using synergic deep learning model
2020 Standout
An Adaptive Algebraic Multigrid Algorithm for Low-Rank Canonical Tensor Decomposition
2013
Matrix and Tensor Based Methods for Missing Data Estimation in Large Traffic Networks
2016
Multimodal Data Fusion: An Overview of Methods, Challenges, and Prospects
2015
Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination
2015 Standout
Low-rank tensor completion by Riemannian optimization
2013
Analyst Information Discovery and Interpretation Roles: A Topic Modeling Approach
2017 Standout
A Randomized Block Sampling Approach to Canonical Polyadic Decomposition of Large-Scale Tensors
2015
Computing the Gradient in Optimization Algorithms for the CP Decomposition in Constant Memory through Tensor Blocking
2015
Applications of tensor (multiway array) factorizations and decompositions in data mining
2011
Understanding data fusion within the framework of coupled matrix and tensor factorizations
2013
A Tucker Deep Computation Model for Mobile Multimedia Feature Learning
2017 Standout
Parallel Algorithms for Constrained Tensor Factorization via Alternating Direction Method of Multipliers
2015
Fully Scalable Methods for Distributed Tensor Factorization
2016
Spatial-temporal traffic speed patterns discovery and incomplete data recovery via SVD-combined tensor decomposition
2017
Parallel algorithms for tensor completion in the CP format
2015
Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis
2015 Standout
Textual Analysis in Accounting and Finance: A Survey
2016 Standout
Tensorlab 3.0 — Numerical optimization strategies for large-scale constrained and coupled matrix/tensor factorization
2016
A Bayesian tensor decomposition approach for spatiotemporal traffic data imputation
2018 Standout
Fast Alternating LS Algorithms for High Order CANDECOMP/PARAFAC Tensor Factorizations
2013
A literature survey of low‐rank tensor approximation techniques
2013 Standout
Breaking the Curse of Dimensionality Using Decompositions of Incomplete Tensors: Tensor-based scientific computing in big data analysis
2014
Low-Rank Tensor Krylov Subspace Methods for Parametrized Linear Systems
2011
Learning from imbalanced data: open challenges and future directions
2016 Standout
Tensor based missing traffic data completion with spatial–temporal correlation
2015
Exact Tensor Completion Using t-SVD
2016 Standout
Low Complexity Damped Gauss--Newton Algorithms for CANDECOMP/PARAFAC
2013
Low-dimensional models for missing data imputation in road networks
2013
New ALS Methods With Extrapolating Search Directions and Optimal Step Size for Complex-Valued Tensor Decompositions
2011
Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data
2016
CANDECOMP/PARAFAC Decomposition of High-Order Tensors Through Tensor Reshaping
2013
A tensor-based method for missing traffic data completion
2013 Standout
Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors
2015
Algorithm 941
2014
Revisiting K-Means and Topic Modeling, a Comparison Study to Cluster Arabic Documents
2018
Rank Regularization and Bayesian Inference for Tensor Completion and Extrapolation
2013
Research on the Natural Language Recognition Method Based on Cluster Analysis Using Neural Network
2021 Standout
Works of Daniel Dunlavy being referenced
Scalable tensor factorizations for incomplete data
2010 Standout
TopicView: Visually Comparing Topic Models of Text Collections
2011
QCS: A system for querying, clustering and summarizing documents
2007
A scalable optimization approach for fitting canonical tensor decompositions
2011