Search results for "NMF"

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