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IEICE Trans

Keyword : nonnegative matrix factorization

Deep Multiplicative Update Algorithm for Nonnegative Matrix Factorization and Its Application to Audio Signals
Hiroki TANJI Takahiro MURAKAMI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2023/07/01
Vol. E106-A  No. 7 ; pp. 962-975
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
nonnegative matrix factorization, multiplicative update algorithm, deep unfolding, audio denoising, supervised signal separation, 
 Summary | Full Text:PDF
Supervised Audio Source Separation Based on Nonnegative Matrix Factorization with Cosine Similarity Penalty
Yuta IWASE Daichi KITAMURA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2022/06/01
Vol. E105-A  No. 6 ; pp. 906-913
Type of Manuscript:  PAPER
Category: Engineering Acoustics
Keyword: 
audio source separation, nonnegative matrix factorization, orthogonality, cosine similarity, 
 Summary | Full Text:PDF
Noise Robust Acoustic Anomaly Detection System with Nonnegative Matrix Factorization Based on Generalized Gaussian Distribution
Akihito AIBA Minoru YOSHIDA Daichi KITAMURA Shinnosuke TAKAMICHI Hiroshi SARUWATARI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2021/03/01
Vol. E104-D  No. 3 ; pp. 441-449
Type of Manuscript:  PAPER
Category: Speech and Hearing
Keyword: 
nonnegative matrix factorization, generalized Gaussian distribution, anomaly detection, outlier detection, 
 Summary | Full Text:PDF
Estimation of the Matrix Rank of Harmonic Components of a Spectrogram in a Piano Music Signal Based on the Stein's Unbiased Risk Estimator and Median Filter
Seokjin LEE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2019/11/01
Vol. E102-D  No. 11 ; pp. 2276-2279
Type of Manuscript:  LETTER
Category: Music Information Processing
Keyword: 
automatic music transcription, nonnegative matrix factorization, number of bases estimation, Stein's unbiased risk estimator, 
 Summary | Full Text:PDF
Learning of Nonnegative Matrix Factorization Models for Inconsistent Resolution Dataset Analysis
Masahiro KOHJIMA Tatsushi MATSUBAYASHI Hiroshi SAWADA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2019/04/01
Vol. E102-D  No. 4 ; pp. 715-723
Type of Manuscript:  INVITED PAPER (Special Section on Award-winning Papers)
Category: 
Keyword: 
inconsistent resolution dataset, probabilistic model, nonnegative matrix factorization, collective matrix factorization, 
 Summary | Full Text:PDF
Independent Low-Rank Matrix Analysis Based on Generalized Kullback-Leibler Divergence
Shinichi MOGAMI Yoshiki MITSUI Norihiro TAKAMUNE Daichi KITAMURA Hiroshi SARUWATARI Yu TAKAHASHI Kazunobu KONDO Hiroaki NAKAJIMA Hirokazu KAMEOKA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2019/02/01
Vol. E102-A  No. 2 ; pp. 458-463
Type of Manuscript:  LETTER
Category: Engineering Acoustics
Keyword: 
blind source separation, nonnegative matrix factorization, Poisson distribution, Kullback-Leibler divergence, 
 Summary | Full Text:PDF
Gauss-Seidel HALS Algorithm for Nonnegative Matrix Factorization with Sparseness and Smoothness Constraints
Takumi KIMURA Norikazu TAKAHASHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2017/12/01
Vol. E100-A  No. 12 ; pp. 2925-2935
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
nonnegative matrix factorization, hierarchical alternating least squares algorithm, Euclidean distance, global convergence, sparseness, smoothness, 
 Summary | Full Text:PDF
Maximum Volume Constrained Graph Nonnegative Matrix Factorization for Facial Expression Recognition
Viet-Hang DUONG Manh-Quan BUI Jian-Jiun DING Bach-Tung PHAM Pham The BAO Jia-Ching WANG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2017/12/01
Vol. E100-A  No. 12 ; pp. 3081-3085
Type of Manuscript:  LETTER
Category: Image
Keyword: 
facial expression recognition, nonnegative matrix factorization, feature extraction, graph regularized, projected gradient descent, 
 Summary | Full Text:PDF
Detecting Semantic Communities in Social Networks
Zhen LI Zhisong PAN Guyu HU Guopeng LI Xingyu ZHOU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2017/11/01
Vol. E100-A  No. 11 ; pp. 2507-2512
Type of Manuscript:  LETTER
Category: Graphs and Networks
Keyword: 
community detection, semantic label, content information, nonnegative matrix factorization, 
 Summary | Full Text:PDF
Community Discovery on Multi-View Social Networks via Joint Regularized Nonnegative Matrix Triple Factorization
Liangliang ZHANG Longqi YANG Yong GONG Zhisong PAN Yanyan ZHANG Guyu HU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2017/06/01
Vol. E100-D  No. 6 ; pp. 1262-1270
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
data mining, community discovery, social network, nonnegative matrix factorization, 
 Summary | Full Text:PDF
Nonnegative Component Representation with Hierarchical Dictionary Learning Strategy for Action Recognition
Jianhong WANG Pinzheng ZHANG Linmin LUO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/04/01
Vol. E99-D  No. 4 ; pp. 1259-1263
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
hierarchical dictionary learning strategy, nonnegative component representation, nonnegative matrix factorization, action recognition, 
 Summary | Full Text:PDF
Unsupervised Learning of Continuous Density HMM for Variable-Length Spoken Unit Discovery
Meng SUN Hugo VAN HAMME Yimin WANG Xiongwei ZHANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/01/01
Vol. E99-D  No. 1 ; pp. 296-299
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
spoken unit discovery, unsupervised HMM learning, nonnegative matrix factorization, language acquisition, 
 Summary | Full Text:PDF
Target Source Separation Based on Discriminative Nonnegative Matrix Factorization Incorporating Cross-Reconstruction Error
Kisoo KWON Jong Won SHIN Nam Soo KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/11/01
Vol. E98-D  No. 11 ; pp. 2017-2020
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
nonnegative matrix factorization, discriminative basis, cross-reconstruction error, 
 Summary | Full Text:PDF
Music Signal Separation Based on Supervised Nonnegative Matrix Factorization with Orthogonality and Maximum-Divergence Penalties
Daichi KITAMURA Hiroshi SARUWATARI Kosuke YAGI Kiyohiro SHIKANO Yu TAKAHASHI Kazunobu KONDO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2014/05/01
Vol. E97-A  No. 5 ; pp. 1113-1118
Type of Manuscript:  LETTER
Category: Engineering Acoustics
Keyword: 
music signal separation, nonnegative matrix factorization, supervised method, 
 Summary | Full Text:PDF
Geometric Source Separation Method Using Nonnegative Matrix Factorization and Interference Suppression
Seokjin LEE Sang Ha PARK Koeng-Mo SUNG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2011/11/01
Vol. E94-A  No. 11 ; pp. 2442-2447
Type of Manuscript:  LETTER
Category: Engineering Acoustics
Keyword: 
acoustic source separation, nonnegative matrix factorization, beamformer, multi-channel, interference suppression, 
 Summary | Full Text:PDF