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1

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 2 Applications and Future Perspectives

Cichocki, Andrzej, Lee, Namgil, Oseledets, Ivan, Phan, Anh-Huy, Zhao, Qibin, Sugiyama, Masashi, Mandic, Danilo P.

Journal:

Foundations and Trends® in Machine Learning

Year:

2017

Language:

english

File:

PDF, 3.06 MB

english, 2017

2

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions

Cichocki, Andrzej, Lee, Namgil, Oseledets, Ivan, Phan, Anh-Huy, Zhao, Qibin, Mandic, Danilo P.

Journal:

Foundations and Trends® in Machine Learning

Year:

2016

Language:

english

File:

PDF, 9.14 MB

english, 2016

3

Nonnegative Matrix and Tensor Factorizations : An algorithmic perspective

Zhou, Guoxu, Cichocki, Andrzej, Zhao, Qibin, Xie, Shengli

Journal:

IEEE Signal Processing Magazine

Year:

2014

Language:

english

File:

PDF, 1.84 MB

english, 2014

4

Rank minimization on tensor ring: an efficient approach for tensor decomposition and completion

Yuan, Longhao, Li, Chao, Cao, Jianting, Zhao, Qibin

Journal:

Machine Learning

Year:

2019

File:

PDF, 1.61 MB

2019

5

Fast synthesis of temperature-sensitive PNIPAAm hydrogels by microwave irradiation

Zhenxia Zhao, Zhong Li, Qibin Xia, Hongxia Xi, Yuesheng Lin

Journal:

European Polymer Journal

Year:

2008

Language:

english

File:

PDF, 825 KB

english, 2008

6

Rational design of Zika virus subunit vaccine with enhanced efficacy

Tai, Wanbo, Chen, Jiawei, Zhao, Guangyu, Geng, Qibin, He, Lei, Chen, Yuehong, Zhou, Yusen, Li, Fang, Du, Lanying

Journal:

Journal of Virology

Year:

2019

File:

PDF, 4.83 MB

2019

7

Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis

Cichocki, Andrzej, Mandic, Danilo, De Lathauwer, Lieven, Zhou, Guoxu, Zhao, Qibin, Caiafa, Cesar, PHAN, HUY ANH

Journal:

IEEE Signal Processing Magazine

Year:

2015

Language:

english

File:

PDF, 4.09 MB

english, 2015

8

[IEEE 2009 16th IEEE International Symposium on the Physical and Failure Analysis of Integrated Circuits (IPFA) - Suzhou, Jiangsu, China (2009.07.6-2009.07.10)] 2009 16th IEEE International Symposium on the Physical and Failure Analysis of Integrated Circuits - Wet etch recipe development for removing lead-free C4 bumps

Liu Qibin,, Zhao Xiaole,, Huang Weidong,, Chin, J.M.

Year:

2009

Language:

english

File:

PDF, 5.75 MB

english, 2009

9

Rational design of Zika virus subunit vaccine with enhanced efficacy

Tai, Wanbo, Chen, Jiawei, Zhao, Guangyu, Geng, Qibin, He, Lei, Chen, Yuehong, Zhou, Yusen, Li, Fang, Du, Lanying

Journal:

Journal of Virology

Year:

2019

Language:

english

File:

PDF, 4.83 MB

english, 2019

10

Molecular dynamics simulations for responses of nanotwinned diamond films under nanoindentation

Huang, Cheng, Peng, Xianghe, Yang, Bo, Zhao, Yinbo, Xiang, Henggao, Chen, Xiang, Li, Qibin, Fu, Tao

Journal:

Ceramics International

Year:

2017

Language:

english

File:

PDF, 1.55 MB

english, 2017

11

Decision support system design for rail transport of hazardous materials

Li, Qibin, Liu, Dan, Zhao, Rui

Journal:

Proceedings of the ICE - Transport

Year:

2014

Language:

english

File:

PDF, 1.84 MB

english, 2014

12

Low Tensor-Ring Rank Completion by Parallel Matrix Factorization

Yu, Jinshi, Zhou, Guoxu, Li, Chao, Zhao, Qibin, Xie, Shengli

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2020

File:

PDF, 3.99 MB

2020

13

Higher Order Partial Least Squares (HOPLS): A Generalized Multilinear Regression Method

Qibin Zhao,, Caiafa, C. F., Mandic, D. P., Chao, Z. C., Nagasaka, Y., Fujii, N., Liqing Zhang,, Cichocki, A.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2013

Language:

english

File:

PDF, 2.02 MB

english, 2013

14

Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion

Yuan, Longhao, Li, Chao, Mandic, Danilo, Cao, Jianting, Zhao, Qibin

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2019

Language:

english

File:

PDF, 5.26 MB

english, 2019

15

Sparse Bayesian Classification of EEG for Brain-Computer Interface

Zhang, Yu, Zhou, Guoxu, Jin, Jing, Zhao, Qibin, Wang, Xingyu, Cichocki, Andrzej

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 2.33 MB

english, 2015

16

Electrical resistivity structures and tectonic implications of Main Karakorum Thrust (MKT) in the western Himalayas: NNE Pakistan

Hussain, Shah Syed Tallataf, Zhao, Junmeng, Xiao, Qibin, Imran, Bhatti Zahid, Khan, Nangyal Ghani, Zhang, Heng, Deng, Gong, Liu, Hongbing

Journal:

Physics of the Earth and Planetary Interiors

Year:

2018

Language:

english

File:

PDF, 2.61 MB

english, 2018

17

Non-local Meets Global: An Integrated Paradigm for Hyperspectral Image Restoration

He, Wei, Yao, Quanming, Li, Chao, Yokoya, Naoto, Zhao, Qibin, Zhang, Hongyan, Zhang, Liangpei

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2020

File:

PDF, 10.49 MB

2020

18

Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data

Zhou, Guoxu, Zhao, Qibin, Zhang, Yu, Adali, Tulay, Xie, Shengli, Cichocki, Andrzej

Journal:

Proceedings of the IEEE

Year:

2016

Language:

english

File:

PDF, 2.80 MB

english, 2016

19

Numerical Study of Lightning Protection of Wind Turbine Blade with De-Icing Electrical Heating System

Zhao, Yang, Wang, Xi, Zhou, Qibin, Wang, Zhenxing, Bian, Xiaoyan

Journal:

Year:

2020

Language:

english

File:

PDF, 3.44 MB

english, 2020

20

Analysis of Restrike Overvoltage of Circuit Breakers in Offshore Wind Farms

Zhou, Qibin, Cheng, Yu, Bian, Xiaoyan, Liu, Feifan, Zhao, Yang

Journal:

IEEE Transactions on Appiled Superconductivity

Year:

2016

Language:

english

File:

PDF, 511 KB

english, 2016

21

The Dynamic EEG Microstates in Mental Rotation

Kong, Wanzeng, Wang, Luyun, Zhang, Jianhai, Zhao, Qibin, Sun, Junfeng

Journal:

Year:

2018

Language:

english

File:

PDF, 1.62 MB

english, 2018

22

GW5-Like , a homolog of GW5 , negatively regulates grain width, weight and salt resistance in rice

Tian, Peng, Liu, Jiafan, Mou, Changling, Shi, Cuilan, Zhang, Huan, Zhao, Zhichao, Lin, Qibin, Wang, Jie, Wang, Jiulin, Zhang, Xin, Guo, Xiuping, Cheng, Zhijun, Zhu, Shanshan, Ren, Yulong, Lei, Cailin,

Journal:

Journal of Integrative Plant Biology

Year:

2018

Language:

english

File:

PDF, 1.30 MB

english, 2018

23

Rank minimization on tensor ring: an efficient approach for tensor decomposition and completion

Yuan, Longhao, Li, Chao, Cao, Jianting, Zhao, Qibin

Journal:

Machine Learning

Year:

2019

Language:

english

File:

PDF, 1.61 MB

english, 2019

24

Multilinear and nonlinear generalizations of partial least squares: an overview of recent advances

Zhao, Qibin, Zhang, Liqing, Cichocki, Andrzej

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2014

Language:

english

File:

PDF, 642 KB

english, 2014

25

Functional study of CHS gene family members in citrus revealed a novel CHS gene affecting the production of flavonoids

Wang, Zhibin, Yu, Qibin, Shen, Wanxia, El Mohtar, Choaa A., Zhao, Xiaochun, Gmitter, Fredrick G.

Journal:

BMC Plant Biology

Year:

2018

Language:

english

File:

PDF, 6.73 MB

english, 2018

26

Deep electrical structure of the Sulu orogen and neighboring areas

QiBin Xiao, GuoZe Zhao, JiJun Wang, Yan Zhan, XiaoBin Chen, Ji Tang, JunTao Cai, ZhanSheng Wan, LiFeng Wang, Wei Ma, JiHong Zhang

Journal:

SCIENCE CHINA Earth Sciences

Year:

2009

Language:

english

File:

PDF, 1.44 MB

english, 2009

27

Temporal Proteome and Lipidome Profiles Reveal Hepatitis C Virus-Associated Reprogramming of Hepatocellular Metabolism and Bioenergetics

Diamond, Deborah L., Syder, Andrew J., Jacobs, Jon M., Sorensen, Christina M., Walters, Kathie-Anne, Proll, Sean C., McDermott, Jason E., Gritsenko, Marina A., Zhang, Qibin, Zhao, Rui, Metz, Thomas O.

Journal:

Year:

2010

Language:

english

File:

PDF, 1.27 MB

english, 2010

28

An analytical-finite-element method for calculating mesh stiffness of spur gear pairs with complicated foundation and crack

Wang, Qibin, Chen, Kangkang, Zhao, Bo, Ma, Hui, Kong, Xianguang

Journal:

Engineering Failure Analysis

Year:

2018

Language:

english

File:

PDF, 4.42 MB

english, 2018

29

Genetic diversity ofPoncirusand phylogenetic relationships with its relatives revealed by SSR and SNP/InDel markers

Zhu, Shiping, Wang, Fusheng, Shen, Wanxia, Jiang, Dong, Hong, Qibin, Zhao, Xiaochun

Journal:

Acta Physiologiae Plantarum

Year:

2015

Language:

english

File:

PDF, 1.07 MB

english, 2015

30

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Tensor-ring Nuclear Norm Minimization and Application for Visual : Data Completion

Yu, Jinshi, Li, Chao, Zhao, Qibin, Zhao, Guoxu

Year:

2019

Language:

english

File:

PDF, 1000 KB

english, 2019

31

A Prior Neurophysiologic Knowledge Free Tensor-Based Scheme for Single Trial EEG Classification

Jie Li, Liqing Zhang, Dacheng Tao, Han Sun, Qibin Zhao

Journal:

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Year:

2009

Language:

english

File:

PDF, 1.23 MB

english, 2009

32

Metal Pollution (Cd, Pb, Zn, and As) in Agricultural Soils and Soybean,Glycine max, in Southern China

Zhao, Yunyun, Fang, Xiaolong, Mu, Yinghui, Cheng, Yanbo, Ma, Qibin, Nian, Hai, Yang, Cunyi

Journal:

Bulletin of Environmental Contamination and Toxicology

Year:

2014

Language:

english

File:

PDF, 437 KB

english, 2014

33

Concurrent Nucleotide Substitution Mutations in the Human Genome Are Characterized by a Significantly Decreased Transition/Transversion Ratio

Zhu, Wenjuan, Cooper, David N., Zhao, Qiang, Wang, Ye, Liu, Ruihong, Li, Qibin, Férec, Claude, Wang, Yiming, Chen, Jian-Min

Journal:

Year:

2015

Language:

english

File:

PDF, 820 KB

english, 2015

34

[IEEE 2015 International Symposium on Lightning Protection (XIII SIPDA) - Balneario Camboriu, Brazil (2015.9.28-2015.10.2)] 2015 International Symposium on Lightning Protection (XIII SIPDA) - Experimental study on the surge protection of converters in direct-driven permanent-magnetic wind turbines

Qibin Zhou,, Feifan Liu,, Yu Cheng,, Yang Zhao,

Year:

2015

Language:

english

File:

PDF, 441 KB

english, 2015

35

GMrepo: a database of curated and consistently annotated human gut metagenomes

Wu, Sicheng, Sun, Chuqing, Li, Yanze, Wang, Teng, Jia, Longhao, Lai, Senying, Yang, Yaling, Luo, Pengyu, Dai, Die, Yang, Yong-Qing, Luo, Qibin, Gao, Na L, Ning, Kang, He, Li-jie, Zhao, Xing-Ming, Chen

Journal:

Nucleic Acids Research

Year:

2019

Language:

english

File:

PDF, 2.78 MB

english, 2019

36

Coseismic electric and magnetic signals observed during 2017 Jiuzhaigou Mw 6.5 earthquake and explained by electrokinetics and magnetometer rotation

Gao, Yongxin, Zhao, Guoze, Chong, Jiajun, Klemperer, Simon L, Han, Bing, Jiang, Feng, Wen, Jian, Chen, Xiaobin, Zhan, Yan, Tang, Ji, Xiao, Qibin, Wang, Lifeng

Journal:

Geophysical Journal International

Year:

2020

File:

PDF, 5.32 MB

2020

37

BENEFITS OF MULTI-DOMAIN FEATURE OF MISMATCH NEGATIVITY EXTRACTED BY NON-NEGATIVE TENSOR FACTORIZATION FROM EEG COLLECTED BY LOW-DENSITY ARRAY

CONG, FENGYU, PHAN, ANH HUY, ZHAO, QIBIN, HUTTUNEN-SCOTT, TIINA, KAARTINEN, JUKKA, RISTANIEMI, TAPANI, LYYTINEN, HEIKKI, CICHOCKI, ANDRZEJ

Journal:

International Journal of Neural Systems

Year:

2012

Language:

english

File:

PDF, 501 KB

english, 2012

38

Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation

Zhang, Yu, Zhou, Guoxu, Zhao, Qibin, Cichocki, Andrzej, Wang, Xingyu

Journal:

Year:

2016

Language:

english

File:

PDF, 1.18 MB

english, 2016

39

FLIC: Fast linear iterative clustering with active search

Zhao, Jiaxing, Bo, Ren, Hou, Qibin, Cheng, Ming-Ming, Rosin, Paul

Journal:

Computational Visual Media

Year:

2018

Language:

english

File:

PDF, 5.51 MB

english, 2018

40

[IEEE 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) - Honolulu, HI, USA (2018.11.12-2018.11.15)] 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) - Epileptic Focus Localization Based on iEEG by Using Positive Unlabeled (PU) Learning

Zhao, Xuyang, Tanaka, Toshihisa, Kong, Wanzeng, Zhao, Qibin, Cao, Jianting, Sugano, Hidenori, Yoshiday, Noboru

Year:

2018

Language:

english

File:

PDF, 1015 KB

english, 2018

41

[IEEE 2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Santander, Spain (2012.09.23-2012.09.26)] 2012 IEEE International Workshop on Machine Learning for Signal Processing - Sequential nonnegative tucker decomposition on multi-way array of time-frequency transformed event-related potentials

Cong, Fengyu, Zhou, Guoxu, Zhao, Qibin, Wu, Qiang, Nandi, Asoke K., Ristaniemi, Tapani, Cichocki, Andrzej

Year:

2012

Language:

english

File:

PDF, 334 KB

english, 2012

42

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - Kernel-based tensor partial least squares for reconstruction of limb movements

Zhao, Qibin, Zhou, Guoxu, Adali, Tulay, Zhang, Liqing, Cichocki, Andrzej

Year:

2013

Language:

english

File:

PDF, 319 KB

english, 2013

43

LOW-RANK APPROXIMATION BASED NON-NEGATIVE MULTI-WAY ARRAY DECOMPOSITION ON EVENT-RELATED POTENTIALS

CONG, FENGYU, ZHOU, GUOXU, ASTIKAINEN, PIIA, ZHAO, QIBIN, WU, QIANG, NANDI, ASOKE K, HIETANEN, JARI K., RISTANIEMI, TAPANI, CICHOCKI, ANDRZEJ

Journal:

International Journal of Neural Systems

Year:

2014

Language:

english

File:

PDF, 377 KB

english, 2014

44

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Low-rank Embedding of Kernels in Convolutional Neural Networks under Random Shuffling

Li, Chao, Sun, Zhun, Yu, Jinshi, Hou, Ming, Zhao, Qibin

Year:

2019

Language:

english

File:

PDF, 1.17 MB

english, 2019

45

[IEEE 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) - Lanzhou, China (2019.11.18-2019.11.21)] 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) - A One-Dimensional Convolutional Neural Network Model for Automated Localization of Epileptic Foci

Li, Boning, Zhao, Xuyang, Zhao, Qibin, Tanaka, Toshihisa, Cao, Jianting

Year:

2019

File:

PDF, 2.10 MB

2019

46

Evidence of crustal ‘channel flow’ in the eastern margin of Tibetan Plateau from MT measurements

GuoZe Zhao, XiaoBin Chen, LiFeng Wang, JiJun Wang, Ji Tang, ZhanSheng Wan, JiHong Zhang, Yan Zhan, QiBin Xiao

Journal:

Chinese Science Bulletin

Year:

2008

Language:

english

File:

PDF, 712 KB

english, 2008

47

Noninvasive BCIs: Multiway Signal-Processing Array Decompositions

Cichocki, A., Washizawa, Y., Rutkowski, T., Bakardjian, H., Anh-Huy Phan, Seungjin Choi, Hyekyoung Lee, Qibin Zhao, Liqing Zhang, Yuanqing Li

Journal:

Year:

2008

Language:

english

File:

PDF, 1.97 MB

english, 2008

48

Selectively Patterning Polymer Opal Films via Microimprint Lithography

Ding, Tao, Zhao, Qibin, Smoukov, Stoyan K., Baumberg, Jeremy J.

Journal:

Advanced Optical Materials

Year:

2014

Language:

english

File:

PDF, 2.21 MB

english, 2014

49

Identification of metabolites of rupestonic acid in rat urine by liquid chromatography combined with electrospray ionization quadrupole time-of-flight tandem mass spectrometry

Gu, Dongyu, Yang, Yi, Chen, Qibin, Habasi, Madina, Zhao, Jiangyu, Aisa, Haji Akber

Journal:

Biomedical Chromatography

Year:

2015

Language:

english

File:

PDF, 974 KB

english, 2015

50

Characterization, expression and silencing by RNAi of p53 fromPenaeus monodon

Dai, Wenting, Qiu, Lihua, Zhao, Chao, Fu, Mingjun, Ma, Zhenhua, Zhou, Falin, Yang, Qibin

Journal:

Molecular Biology Reports

Year:

2016

Language:

english

File:

PDF, 2.03 MB

english, 2016

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