Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '15 ◽

10.1145/2783258.2783338 ◽

2015 ◽

Author(s):

Hannah Kim ◽

Jaegul Choo ◽

Jingu Kim ◽

Chandan K. Reddy ◽

Haesun Park

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Joint Nonnegative Matrix Factorization ◽

Simultaneous Discovery

Download Full-text

Joint nonnegative matrix factorization and network embedding for graph co-clustering

Neurocomputing ◽

10.1016/j.neucom.2021.08.014 ◽

2021 ◽

Author(s):

Yan Wang ◽

Xiaoke Ma

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Network Embedding ◽

Joint Nonnegative Matrix Factorization

Download Full-text

Multi-View Clustering via Joint Nonnegative Matrix Factorization

Proceedings of the 2013 SIAM International Conference on Data Mining ◽

10.1137/1.9781611972832.28 ◽

2013 ◽

Author(s):

Jialu Liu ◽

Chi Wang ◽

Jing Gao ◽

Jiawei Han

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Joint Nonnegative Matrix Factorization

Download Full-text

Locality Preserved Joint Nonnegative Matrix Factorization for Speech Emotion Recognition

IEICE Transactions on Information and Systems ◽

10.1587/transinf.2018dal0002 ◽

2019 ◽

Vol E102.D (4) ◽

pp. 821-825

Author(s):

Seksan MATHULAPRANGSAN ◽

Yuan-Shan LEE ◽

Jia-Ching WANG

Keyword(s):

Emotion Recognition ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Speech Emotion Recognition ◽

Joint Nonnegative Matrix Factorization

Download Full-text

Integration of multiple genomic imaging data for the study of schizophrenia using joint nonnegative matrix factorization

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2017.7952323 ◽

2017 ◽

Author(s):

Min Wang ◽

Ting-Zhu Huang ◽

Vince D. Calhoun ◽

Jian Fang ◽

Yu-Ping Wang

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Imaging Data ◽

Joint Nonnegative Matrix Factorization

Download Full-text

A Topic Community-Based Method for Friend Recommendation in Online Social Networks via Joint Nonnegative Matrix Factorization

2015 Third International Conference on Advanced Cloud and Big Data ◽

10.1109/cbd.2015.15 ◽

2015 ◽

Author(s):

Chaobo He ◽

Hanchao Li ◽

Xiang Fei ◽

Yong Tang ◽

Jia Zhu

Keyword(s):

Social Networks ◽

Matrix Factorization ◽

Online Social Networks ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Community Based ◽

Friend Recommendation ◽

Joint Nonnegative Matrix Factorization

Download Full-text

Multi-view embedding learning via robust joint nonnegative matrix factorization

Proceedings 2014 IEEE International Conference on Security, Pattern Analysis, and Cybernetics (SPAC) ◽

10.1109/spac.2014.6982680 ◽

2014 ◽

Author(s):

Weihua Ou ◽

Kesheng Zhang ◽

Xinge You ◽

Fei Long

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Joint Nonnegative Matrix Factorization

Download Full-text

Joint nonnegative matrix factorization for exemplar-based voice conversion

10.21437/interspeech.2014-538 ◽

2014 ◽

Author(s):

Zhizheng Wu ◽

Eng Siong Chng ◽

Haizhou Li

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Voice Conversion ◽

Joint Nonnegative Matrix Factorization

Download Full-text

Pansharpening multispectral remote sensing data by multiplicative joint nonnegative matrix factorization

International Journal of Remote Sensing ◽

10.1080/01431161.2015.1137650 ◽

2016 ◽

Vol 37 (4) ◽

pp. 805-818 ◽

Author(s):

Moussa Sofiane Karoui ◽

Khelifa Djerriri ◽

Issam Boukerch

Keyword(s):

Remote Sensing ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Remote Sensing Data ◽

Sensing Data ◽

Multispectral Remote Sensing ◽

Joint Nonnegative Matrix Factorization

Download Full-text

Joint Nonnegative Matrix Factorization for Underdetermined Blind Source Separation in Nonlinear Mixtures

Latent Variable Analysis and Signal Separation - Lecture Notes in Computer Science ◽

10.1007/978-3-319-93764-9_11 ◽

2018 ◽

pp. 107-115

Author(s):

Ivica Kopriva

Keyword(s):

Blind Source Separation ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Source Separation ◽

Nonnegative Matrix ◽

Underdetermined Blind Source Separation ◽

Nonlinear Mixtures ◽

Joint Nonnegative Matrix Factorization

Download Full-text

Integration of Imaging (epi)Genomics Data for the Study of Schizophrenia Using Group Sparse Joint Nonnegative Matrix Factorization

IEEE/ACM Transactions on Computational Biology and Bioinformatics ◽

10.1109/tcbb.2019.2899568 ◽

2020 ◽

Vol 17 (5) ◽

pp. 1671-1681 ◽

Author(s):

Min Wang ◽

Ting-Zhu Huang ◽

Jian Fang ◽

Vince D. Calhoun ◽

Yu-Ping Wang

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Joint Nonnegative Matrix Factorization

Download Full-text