| Nonnegative Matrix and Tensor Factorizations: Applications to exploratory multi-way data analysis and blind source separation A Cichocki, R Zdunek, AH Phan, SI Amari Nonnegative Matrix and Tensor Factorizations: Applications to exploratory …, 2009 | 3154* | 2009 |
| Tensor decompositions for signal processing applications: From two-way to multiway component analysis A Cichocki, D Mandic, HA Phan, L De Lathauwer, G Zhou, Q Zhao, ... IEEE signal processing magazine 32 (2), 145-163, 2015 | 1536 | 2015 |
| Fast local algorithms for large scale nonnegative matrix and tensor factorizations A Cichocki, AH Phan IEICE transactions on fundamentals of electronics, communications and …, 2009 | 684 | 2009 |
| Tensor networks for dimensionality reduction and large-scale optimization: Part 1 low-rank tensor decompositions A Cichocki, N Lee, I Oseledets, AH Phan, Q Zhao, DP Mandic Foundations and Trends® in Machine Learning 9 (4-5), 249-429, 2016 | 598* | 2016 |
| Tensor networks for dimensionality reduction and large-scale optimization: Part 2 applications and future perspectives A Cichocki, AH Phan, Q Zhao, N Lee, I Oseledets, M Sugiyama, ... Foundations and Trends® in Machine Learning 9 (6), 431-673, 2017 | 289 | 2017 |
| Tensor decompositions for feature extraction and classification of high dimensional datasets AH Phan, A Cichocki Nonlinear theory and its applications, IEICE 1 (1), 37-68, 2010 | 280 | 2010 |
| Fast alternating LS algorithms for high order CANDECOMP/PARAFAC tensor factorizations AH Phan, P Tichavský, A Cichocki IEEE Transactions on Signal Processing 61 (19), 4834-4846, 2013 | 186 | 2013 |
| Noninvasive BCIs: Multiway signal-processing array decompositions A Cichocki, Y Washizawa, T Rutkowski, H Bakardjian, AH Phan, S Choi, ... Computer 41 (10), 34-42, 2008 | 165 | 2008 |
| Stable low-rank tensor decomposition for compression of convolutional neural network AH Phan, K Sobolev, K Sozykin, D Ermilov, J Gusak, P Tichavský, ... Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 156 | 2020 |
| Low complexity damped Gauss--Newton algorithms for CANDECOMP/PARAFAC AH Phan, P Tichavsky, A Cichocki SIAM Journal on Matrix Analysis and Applications 34 (1), 126-147, 2013 | 147* | 2013 |
| PARAFAC algorithms for large-scale problems P Anh Huy, C Andrzej Neurocomputing 74 (11), 1970–1984, 2011 | 139* | 2011 |
| Multi-domain feature extraction for small event-related potentials through nonnegative multi-way array decomposition from low dense array EEG F Cong, AH Phan, P Astikainen, Q Zhao, Q Wu, JK Hietanen, T Ristaniemi, ... International journal of neural systems 23 (02), 1350006, 2013 | 87 | 2013 |
| Extended HALS algorithm for nonnegative Tucker decomposition and its applications for multiway analysis and classification AH Phan, A Cichocki Neurocomputing 74 (11), 1956-1969, 2011 | 81 | 2011 |
| Benefits of multi-domain feature of mismatch negativity extracted by non-negative tensor factorization from EEG collected by low-density array F Cong, AH Phan, Q Zhao, T Huttunen-Scott, J Kaartinen, T Ristaniemi, ... International journal of neural systems 22 (06), 1250025, 2012 | 76 | 2012 |
| Randomized algorithms for computation of Tucker decomposition and higher order SVD (HOSVD) S Ahmadi-Asl, S Abukhovich, MG Asante-Mensah, A Cichocki, AH Phan, ... IEEE Access 9, 28684-28706, 2021 | 75 | 2021 |
| Flexible HALS algorithms for sparse non-negative matrix/tensor factorization A Cichocki, AH Phan, C Caiafa 2008 IEEE Workshop on machine learning for signal processing, 73-78, 2008 | 71 | 2008 |
| CANDECOMP/PARAFAC decomposition of high-order tensors through tensor reshaping AH Phan, P Tichavský, A Cichocki IEEE Transactions on Signal Processing 61 (19), 4847-4860, 2013 | 63 | 2013 |
| Amari Si. Nonnegative matrix and tensor factorizations: applications to exploratory multi-way data analysis and blind source separation A Cichocki, R Zdunek, AH Phan John Wiley & Sons 10, 9780470747278, 2009 | 56 | 2009 |
| Cramer-Rao-Induced Bounds for CANDECOMP/PARAFAC tensor decomposition P Tichavsky, AH Phan, Z Koldovsky Transactions on Signal Processsing 61 (8), 1986-1997, 2013 | 48 | 2013 |
| Tensor Deflation for CANDECOMP/PARAFAC. Part 1: Alternating Subspace Update Algorithm AH Phan, P Tichavsky, A Cichocki Transaction on Signal Processing, 2015 | 45 | 2015 |
Andrzej CichockiSystems Research Institute, Nicolaus Copernicus University, RIKEN (AIP)Verified email at riken.jp
