Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
111 | Vamsi K. Potluru, Vince D. Calhoun |
Group learning using contrast NMF : Application to functional and structural MRI of schizophrenia. |
ISCAS |
2008 |
DBLP DOI BibTeX RDF |
|
108 | Chris H. Q. Ding, Tao Li 0001, Wei Peng 0001, Haesun Park |
Orthogonal nonnegative matrix t-factorizations for clustering. |
KDD |
2006 |
DBLP DOI BibTeX RDF |
multi-peak distribution, nonnegative matrix factorization (NMF), tri-factorization, clustering, orthogonal factorization |
95 | David Guillamet, Jordi Vitrià |
Determining a Suitable Metric when Using Non-Negative Matrix Factorization. |
ICPR (2) |
2002 |
DBLP DOI BibTeX RDF |
|
87 | Ozan Gursoy, Bilge Günsel, Neslihan Serap Sengör |
Transform Invariant Video Fingerprinting by NMF. |
CAIP |
2009 |
DBLP DOI BibTeX RDF |
Video fingerprinting, transformation invariance, non-negative matrix factorization |
83 | Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou |
Two-Dimensional Non-negative Matrix Factorization for Face Representation and Recognition. |
AMFG |
2005 |
DBLP DOI BibTeX RDF |
|
83 | Nini Rao, Simon J. Shepherd |
Extracting Characteristic Patterns from Genome - Wide Expression Data by Non-Negative Matrix Factorization. |
CSB |
2004 |
DBLP DOI BibTeX RDF |
|
77 | Chris H. Q. Ding, Tao Li 0001, Wei Peng 0001 |
NMF and PLSI: equivalence and a hybrid algorithm. |
SIGIR |
2006 |
DBLP DOI BibTeX RDF |
PLSI, equivalence, NMF, chi-square |
75 | Junying Zhang, Hongyi Zhang, Le Wei, Yue Joseph Wang |
Blind Source Separation with Pattern Expression NMF. |
ISNN (1) |
2006 |
DBLP DOI BibTeX RDF |
|
72 | Jingu Kim, Haesun Park |
Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons. |
ICDM |
2008 |
DBLP DOI BibTeX RDF |
|
72 | Serhat Selcuk Bucak, Bilge Günsel |
Video Content Representation by Incremental Non-Negative Matrix Factorization. |
ICIP (2) |
2007 |
DBLP DOI BibTeX RDF |
|
72 | Stefanos Zafeiriou, Anastasios Tefas, Ioan Buciu, Ioannis Pitas |
Exploiting discriminant information in nonnegative matrix factorization with application to frontal face verification. |
IEEE Trans. Neural Networks |
2006 |
DBLP DOI BibTeX RDF |
|
72 | Emmanouil Benetos, Margarita Kotti, Constantine Kotropoulos |
Musical instrument classification using non-negative matrix factorization algorithms. |
ISCAS |
2006 |
DBLP DOI BibTeX RDF |
|
65 | Éric Gaussier, Cyril Goutte |
Relation between PLSA and NMF and implications. |
SIGIR |
2005 |
DBLP DOI BibTeX RDF |
probabilistic models, document clustering, PLSA, NMF |
63 | Yun Xue, Chong Sze Tong, Weipeng Zhang |
Survey of Distance Measures for NMF-Based Face Recognition. |
CIS |
2006 |
DBLP DOI BibTeX RDF |
|
63 | Heli Hiisilä, Ella Bingham |
Dependencies between Transcription Factor Binding Sites: Comparison between ICA, NMF, PLSA and Frequent Sets. |
ICDM |
2004 |
DBLP DOI BibTeX RDF |
|
62 | Cheng Zeng, Jiaqi Tian, Yixuan Xu |
Analyze the robustness of three NMF algorithms (Robust NMF with L1 norm, L2-1 norm NMF, L2 NMF). |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
61 | Xinhui Hu, Ryosuke Isotani, Satoshi Nakamura 0001 |
Spoken document retrieval using topic models. |
IUCS |
2009 |
DBLP DOI BibTeX RDF |
document topic model, spoken document retrieval, NMF |
60 | Jiho Yoo, Seungjin Choi |
Orthogonal Nonnegative Matrix Factorization: Multiplicative Updates on Stiefel Manifolds. |
IDEAL |
2008 |
DBLP DOI BibTeX RDF |
|
60 | Serhat Selcuk Bucak, Bilge Günsel |
Incremental clustering via nonnegative matrix factorization. |
ICPR |
2008 |
DBLP DOI BibTeX RDF |
|
60 | Xiangzhen Kong, Chun-Hou Zheng 0001, Yuqiang Wu, Yutian Wang |
Improving Tumor Clustering Based on Gene Selection. |
ICIC (1) |
2008 |
DBLP DOI BibTeX RDF |
Clustering, Independent Component Analysis, Gene Expression Data, Non-negative Matrix Factorization |
60 | Seungjin Choi |
Algorithms for orthogonal nonnegative matrix factorization. |
IJCNN |
2008 |
DBLP DOI BibTeX RDF |
|
60 | Lei Bao, Sheng Tang, Jintao Li 0001, Yongdong Zhang 0001, Wei-ping Ye |
Document Clustering Based on Spectral Clustering and Non-negative Matrix Factorization. |
IEA/AIE |
2008 |
DBLP DOI BibTeX RDF |
Document Clustering, Spectral Clustering, Non-negative Matrix Factorization |
60 | Yanhua Chen, Manjeet Rege, Ming Dong 0001, Jing Hua 0001 |
Incorporating User Provided Constraints into Document Clustering. |
ICDM |
2007 |
DBLP DOI BibTeX RDF |
|
60 | Yujiu Yang, Bao-Gang Hu |
Pairwise Constraints-Guided Non-negative Matrix Factorization for Document Clustering. |
Web Intelligence |
2007 |
DBLP DOI BibTeX RDF |
|
60 | Ivica Kopriva, Danielle Nuzillard |
Non-negative Matrix Factorization Approach to Blind Image Deconvolution. |
ICA |
2006 |
DBLP DOI BibTeX RDF |
|
60 | Rafal Zdunek, Andrzej Cichocki |
Non-negative Matrix Factorization with Quasi-Newton Optimization. |
ICAISC |
2006 |
DBLP DOI BibTeX RDF |
|
60 | Emmanouil Benetos, Margarita Kotti, Constantine Kotropoulos |
Applying Supervised Classifiers Based on Non-negative Matrix Factorization to Musical Instrument Classification. |
ICME |
2006 |
DBLP DOI BibTeX RDF |
|
60 | Tamir Hazan, Simon Polak, Amnon Shashua |
Sparse Image Coding Using a 3D Non-Negative Tensor Factorization. |
ICCV |
2005 |
DBLP DOI BibTeX RDF |
|
60 | Zhijian Yuan, Erkki Oja |
Projective Nonnegative Matrix Factorization for Image Compression and Feature Extraction. |
SCIA |
2005 |
DBLP DOI BibTeX RDF |
|
60 | Junying Zhang, Le Wei, Qiguang Miao, Yue Joseph Wang |
Image fusion based on non-negative matrix factorization. |
ICIP |
2004 |
DBLP DOI BibTeX RDF |
|
60 | David Guillamet, Marco Bressan 0001, Jordi Vitrià |
A Weighted Non-Negative Matrix Factorization for Local Representations. |
CVPR (1) |
2001 |
DBLP DOI BibTeX RDF |
|
53 | Chris H. Q. Ding, Tao Li 0001, Dijun Luo, Wei Peng 0001 |
Posterior probabilistic clustering using NMF. |
SIGIR |
2008 |
DBLP DOI BibTeX RDF |
posterior probabilistic clustering, sparse, NMF |
51 | Xinhui Hu, Hideki Kashioka, Ryosuke Isotani, Satoshi Nakamura 0001 |
Japanese Spontaneous Spoken Document Retrieval Using NMF-Based Topic Models. |
AIRS |
2009 |
DBLP DOI BibTeX RDF |
document topic model, non-negative matrix factorization, spoken document retrieval |
51 | Alexey Andriyashin, Jussi Parkkinen, Timo Jääskeläinen |
Illuminant dependence of PCA, NMF and NTF in spectral color imaging. |
ICPR |
2008 |
DBLP DOI BibTeX RDF |
|
51 | Hyekyoung Lee, Seungjin Choi |
CUR+NMF for learning spectral features from large data matrix. |
IJCNN |
2008 |
DBLP DOI BibTeX RDF |
|
51 | Raul Llinares, Jorge Igual |
Identification of compounds in ice analogs with NMF algorithms. |
IJCNN |
2007 |
DBLP DOI BibTeX RDF |
|
51 | Hafiz Malik, Farhan A. Baqai, Ashfaq A. Khokhar, Rashid Ansari |
Secure Data-Hiding in Multimedia Using NMF. |
MRCS |
2006 |
DBLP DOI BibTeX RDF |
|
48 | Stefanos Zafeiriou |
Discriminant Nonnegative Tensor Factorization Algorithms. |
IEEE Trans. Neural Networks |
2009 |
DBLP DOI BibTeX RDF |
|
48 | Yanhua Chen, Lijun Wang, Ming Dong 0001 |
Semi-supervised Document Clustering with Simultaneous Text Representation and Categorization. |
ECML/PKDD (1) |
2009 |
DBLP DOI BibTeX RDF |
Semi-supervised co-clustering, Non-negative matrix factorization |
48 | Yanhua Chen, Ming Dong 0001, Wanggen Wan |
Image co-clustering with multi-modality features and user feedbacks. |
ACM Multimedia |
2009 |
DBLP DOI BibTeX RDF |
multi-modality features, user feedbacks, co-clustering |
48 | Deng Cai 0001, Xiaofei He 0001, Xiaoyun Wu, Jiawei Han 0001 |
Non-negative Matrix Factorization on Manifold. |
ICDM |
2008 |
DBLP DOI BibTeX RDF |
|
48 | Le Li, Yu-Jin Zhang |
FastNMF: A fast monotonic fixed-point non-negative Matrix Factorization algorithm with high ease of use. |
ICPR |
2008 |
DBLP DOI BibTeX RDF |
|
48 | Rafal Zdunek |
Data Clustering with Semi-binary Nonnegative Matrix Factorization. |
ICAISC |
2008 |
DBLP DOI BibTeX RDF |
|
48 | Zhi Huang, Xianchuan Yu, Guian Wang, Zhongni Wang |
Application of Several Non-negative Matrix Factorization-Based Methods in Remote Sensing Image Fusion. |
FSKD (4) |
2008 |
DBLP DOI BibTeX RDF |
|
48 | Michael Biggs, Ali Ghodsi 0001, Stephen A. Vavasis |
Nonnegative matrix factorization via rank-one downdate. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
48 | Sven Rebhan, Waqas Sharif, Julian Eggert |
Incremental Learning in the Non-negative Matrix Factorization. |
ICONIP (2) |
2008 |
DBLP DOI BibTeX RDF |
|
48 | Lidan Miao, Hairong Qi 0001 |
A Constrained Non-Negative Matrix Factorization Approach to Unmix Highly Mixed Hyperspectral Data. |
ICIP (2) |
2007 |
DBLP DOI BibTeX RDF |
|
48 | Hyunsoo Kim, Haesun Park |
Cancer Class Discovery Using Non-negative Matrix Factorization Based on Alternating Non-negativity-Constrained Least Squares. |
ISBRA |
2007 |
DBLP DOI BibTeX RDF |
Cancer Class Discovery, Convergence Criterion, Non-negativity-constrained Least Squares, Non-negative Matrix Factorization |
48 | Sun Park, Ju-Hong Lee, Deok-Hwan Kim, Chan-Min Ahn |
Multi-document Summarization Based on Cluster Using Non-negative Matrix Factorization. |
SOFSEM (1) |
2007 |
DBLP DOI BibTeX RDF |
|
48 | Yun Xue, Chong Sze Tong, Wen-Sheng Chen, Weipeng Zhang |
A Modified Non-negative Matrix Factorization Algorithm for Face Recognition. |
ICPR (3) |
2006 |
DBLP DOI BibTeX RDF |
Fisher Linear Discriminant Analysis, Eigenface, Nonnegative Matrix Factorization |
48 | Daoqiang Zhang, Zhi-Hua Zhou, Songcan Chen |
Non-negative Matrix Factorization on Kernels. |
PRICAI |
2006 |
DBLP DOI BibTeX RDF |
|
48 | Andrzej Cichocki, Shun-ichi Amari, Rafal Zdunek, Raul Kompass, Gen Hori, Zhaoshui He |
Extended SMART Algorithms for Non-negative Matrix Factorization . |
ICAISC |
2006 |
DBLP DOI BibTeX RDF |
|
48 | Matthias Heiler, Christoph Schnörr |
Reverse-Convex Programming for Sparse Image Codes. |
EMMCVPR |
2005 |
DBLP DOI BibTeX RDF |
|
48 | Ioan Buciu, Ioannis Pitas |
Application of non-Negative and Local non Negative Matrix Factorization to Facial Expression Recognition. |
ICPR (1) |
2004 |
DBLP DOI BibTeX RDF |
|
48 | Jianjiang Lu, Baowen Xu, Jixiang Jiang, Dazhou Kang |
Non-negative Matrix Factorization for Filtering Chinese Document. |
International Conference on Computational Science |
2004 |
DBLP DOI BibTeX RDF |
|
41 | Zilu Ying, Guoyi Zhang |
Facial Expression Recognition Based on NMF and SVM. |
IFITA (3) |
2009 |
DBLP DOI BibTeX RDF |
SVM, Facial expression recognition, NMF |
39 | Kyungjoong Jeong, Jaiyoun Song, Hong Jeong |
NMF features for speech emotion recognition. |
ICHIT |
2009 |
DBLP DOI BibTeX RDF |
|
39 | Xin Li 0033, William K. Cheung 0001, Jiming Liu 0001 |
On Compressibility and Acceleration of Orthogonal NMF for POMDP Compression. |
ACML |
2009 |
DBLP DOI BibTeX RDF |
|
39 | Paresh Chandra Barman, Soo-Young Lee |
Nonnegative Matrix Factorization (NMF) Based Supervised Feature Selection and Adaptation. |
IDEAL |
2008 |
DBLP DOI BibTeX RDF |
Feature Adaptation, Feature extraction, Feature selection, Document classification, Nonnegative Matrix Factorization |
39 | Xin Li 0033, William Kwok-Wai Cheung, Jiming Liu 0001, Zhili Wu |
A novel orthogonal NMF-based belief compression for POMDPs. |
ICML |
2007 |
DBLP DOI BibTeX RDF |
|
39 | Gang Liu, Xihai Li, Daizhi Liu, Wei-Gang Zhai |
Feature Extraction of Underground Nuclear Explosions Based on NMF and KNMF. |
ISNN (1) |
2006 |
DBLP DOI BibTeX RDF |
|
39 | Tong Zhang 0010, Jue Wang, Liang Xu, Ping Liu |
Using Wearable Sensor and NMF Algorithm to Realize Ambulatory Fall Detection. |
ICNC (2) |
2006 |
DBLP DOI BibTeX RDF |
|
39 | Chang-Woo Lee, Keechul Jung |
NMF-Based Approach to Font Classification of Printed English Alphabets for Document Image Understanding. |
MDAI |
2005 |
DBLP DOI BibTeX RDF |
|
39 | Zhonglong Zheng, Jianmin Zhao, Jie Yang 0002 |
NMF with LogGabor Wavelets for Visualization. |
CAIP |
2005 |
DBLP DOI BibTeX RDF |
|
39 | Chang-Woo Lee, Hyun Kang, Keechul Jung, Hang Joon Kim |
Font Classification Using NMF. |
CAIP |
2003 |
DBLP DOI BibTeX RDF |
|
37 | Dingding Wang 0001, Chris H. Q. Ding, Tao Li 0001 |
Feature subset non-negative matrix factorization and its applications to document understanding. |
SIGIR |
2010 |
DBLP DOI BibTeX RDF |
feature subset selection, NMF |
37 | Yuhua Gu, Lawrence O. Hall, Dmitry B. Goldgof |
Ant Clustering Using Ensembles of Partitions. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
Ant-based clustering, Clustering, Ensembles, Fuzzy c-means, NMF, Consensus clustering |
37 | Kenji Watanabe, Takio Kurita |
Automatic Factorization of Biological Signals Measured by Fluorescence Correlation Spectroscopy Using Non-negative Matrix Factorization. |
ICONIP (2) |
2007 |
DBLP DOI BibTeX RDF |
Protein dynamics, Pattern recognition, Signal processing, NMF |
36 | Mikkel N. Schmidt, Ole Winther, Lars Kai Hansen |
Bayesian Non-negative Matrix Factorization. |
ICA |
2009 |
DBLP DOI BibTeX RDF |
|
36 | Ioan Buciu, Nikos Nikolaidis 0001, Ioannis Pitas |
Nonnegative Matrix Factorization in Polynomial Feature Space. |
IEEE Trans. Neural Networks |
2008 |
DBLP DOI BibTeX RDF |
|
36 | Taiping Zhang, Bin Fang 0001, Yuan Yan Tang, Guanghui He, Jing Wen |
Topology Preserving Non-negative Matrix Factorization for Face Recognition. |
IEEE Trans. Image Process. |
2008 |
DBLP DOI BibTeX RDF |
|
36 | Tuomas Virtanen, Ali Taylan Cemgil, Simon J. Godsill |
Bayesian extensions to non-negative matrix factorisation for audio signal modelling. |
ICASSP |
2008 |
DBLP DOI BibTeX RDF |
|
36 | Emmanuel Vincent 0001, Nancy Bertin, Roland Badeau |
Harmonic and inharmonic Nonnegative Matrix Factorization for Polyphonic Pitch transcription. |
ICASSP |
2008 |
DBLP DOI BibTeX RDF |
|
36 | Sun Park |
Personalized Summarization Agent Using Non-negative Matrix Factorization. |
PRICAI |
2008 |
DBLP DOI BibTeX RDF |
|
36 | Jiayu Tang, Paul H. Lewis |
Non-negative matrix factorisation for object class discovery and image auto-annotation. |
CIVR |
2008 |
DBLP DOI BibTeX RDF |
non-negative matrix factorisation, object detection, automatic image annotation |
36 | Morten Mørup, Kristoffer Hougaard Madsen, Lars Kai Hansen |
Approximate L0 constrained non-negative matrix and tensor factorization. |
ISCAS |
2008 |
DBLP DOI BibTeX RDF |
|
36 | Scott Rickard, Andrzej Cichocki |
When is non-negative matrix decomposition unique? |
CISS |
2008 |
DBLP DOI BibTeX RDF |
|
36 | Chih-Jen Lin |
On the Convergence of Multiplicative Update Algorithms for Nonnegative Matrix Factorization. |
IEEE Trans. Neural Networks |
2007 |
DBLP DOI BibTeX RDF |
|
36 | Zhongyuan Zhang, Tao Li 0001, Chris H. Q. Ding, Xiang-Sun Zhang |
Binary Matrix Factorization with Applications. |
ICDM |
2007 |
DBLP DOI BibTeX RDF |
|
36 | Tao Li 0001, Chris H. Q. Ding, Michael I. Jordan |
Solving Consensus and Semi-supervised Clustering Problems Using Nonnegative Matrix Factorization. |
ICDM |
2007 |
DBLP DOI BibTeX RDF |
|
36 | Yanhua Chen, Manjeet Rege, Ming Dong 0001, Farshad Fotouhi |
Deriving semantics for image clustering from accumulated user feedbacks. |
ACM Multimedia |
2007 |
DBLP DOI BibTeX RDF |
|
36 | Andrzej Cichocki, Rafal Zdunek |
Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization. |
ISNN (3) |
2007 |
DBLP DOI BibTeX RDF |
|
36 | Kurt Stadlthanner, Dominik Lutter, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Petia Georgieva, Carlos García Puntonet |
Sparse Nonnegative Matrix Factorization with Genetic Algorithms for Microarray Analysis. |
IJCNN |
2007 |
DBLP DOI BibTeX RDF |
|
36 | Rafal Zdunek, Andrzej Cichocki |
Blind Image Separation Using Nonnegative Matrix Factorization with Gibbs Smoothing. |
ICONIP (2) |
2007 |
DBLP DOI BibTeX RDF |
|
36 | Jie Wang 0008, Weijun Zhong, Jun Zhang 0001 |
NNMF-Based Factorization Techniques for High-Accuracy Privacy Protection on Non-negative-valued Datasets. |
ICDM Workshops |
2006 |
DBLP DOI BibTeX RDF |
|
36 | Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari |
Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms. |
ICA |
2006 |
DBLP DOI BibTeX RDF |
|
36 | Kurt Stadlthanner, Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang |
Extended Sparse Nonnegative Matrix Factorization. |
IWANN |
2005 |
DBLP DOI BibTeX RDF |
|
36 | Stefanos Zafeiriou, Anastasios Tefas, Ioan Buciu, Ioannis Pitas |
Class-Specific Discriminant Non-negative Matrix Factorization for Frontal Face Verification. |
ICAPR (2) |
2005 |
DBLP DOI BibTeX RDF |
|
36 | Weixiang Liu, Nanning Zheng 0001, Xi Li |
Nonnegative Matrix Factorization for EEG Signal Classification. |
ISNN (2) |
2004 |
DBLP DOI BibTeX RDF |
|
36 | Jianjiang Lu, Baowen Xu, Jixiang Jiang |
Generating Different Semantic Spaces for Document Classification. |
AWCC |
2004 |
DBLP DOI BibTeX RDF |
|
36 | Han Foon Neo, Andrew Teoh Beng Jin, David Ngo Chek Ling |
Face Recognition Using Wavelet Transform and Non-negative Matrix Factorization. |
Australian Conference on Artificial Intelligence |
2004 |
DBLP DOI BibTeX RDF |
|
36 | David Guillamet, Jordi Vitrià |
Non-negative Matrix Factorization for Face Recognition. |
CCIA |
2002 |
DBLP DOI BibTeX RDF |
|
36 | David Guillamet, Bernt Schiele, Jordi Vitrià |
Analyzing Non-Negative Matrix Factorization for Image Classification. |
ICPR (2) |
2002 |
DBLP DOI BibTeX RDF |
|
36 | David Guillamet, Jordi Vitrià |
Unsupervised Learning of Part-Based Representations. |
CAIP |
2001 |
DBLP DOI BibTeX RDF |
part representation, object segmentation, non-negative matrix factorization |
31 | Ming Tong, Yiran Chen 0002, Lei Ma, He Bai 0010, Xing Yue |
NMF with local constraint and Deep NMF with temporal dependencies constraint for action recognition. |
Neural Comput. Appl. |
2020 |
DBLP DOI BibTeX RDF |
|
31 | Ming Tong, He Bai 0010, Xing Yue, Haili Bu |
PTL-LTM model for complex action recognition using local-weighted NMF and deep dual-manifold regularized NMF with sparsity constraint. |
Neural Comput. Appl. |
2020 |
DBLP DOI BibTeX RDF |
|
31 | Zhaoqiang Liu, Vincent Y. F. Tan |
Rank-One NMF-Based Initialization for NMF and Relative Error Bounds Under a Geometric Assumption. |
ITA |
2018 |
DBLP DOI BibTeX RDF |
|
31 | Zhaoqiang Liu, Vincent Y. F. Tan |
Rank-One NMF-Based Initialization for NMF and Relative Error Bounds Under a Geometric Assumption. |
IEEE Trans. Signal Process. |
2017 |
DBLP DOI BibTeX RDF |
|
31 | Lahouari Ghouti, Abdullah Owaidh |
NMF-Density: NMF-Based Breast Density Classifier. |
ESANN |
2014 |
DBLP BibTeX RDF |
|
31 | Rajesh Jaiswal, Derry Fitzgerald, Dan Barry, Eugene Coyle, Scott Rickard |
Clustering NMF basis functions using Shifted NMF for monaural sound source separation. |
ICASSP |
2011 |
DBLP DOI BibTeX RDF |
|