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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

Production Process of Hand Sanitizer from Vietnamese Coconut Oil

TRAN, THIEN HIEN, THI HUYEN, TRANG TRAN, PHAM, HUY QUOC, VU-QUANG, HIEU, NGUYEN, TRINH DUY, THINH, PHAM VAN, HONG NHAN, LE THI, QUYNH ANH, PHAN NGUYEN, CANG, MAI HUYNH, BUI, LE MINH

Journal:

Asian Journal of Chemistry

Year:

2019

Language:

english

File:

PDF, 678 KB

english, 2019

4

A Conceptual Design and Numerical Analysis for a Small-Scale and Low-Cost Plastic Recycling Machine

Le, Anh T. M., Doan, Hoang D., Ngo, Loc P., Huynh, Ly T., Huynh, Tuan N., Phan, Huy T., Tran, Thanh T., Wang, Y.

Journal:

E3S Web of Conferences

Year:

2019

Language:

english

File:

PDF, 597 KB

english, 2019

5

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

6

Nonnegative Matrix and Tensor Factorizations || Multi-Way Array (Tensor) Factorizations and Decompositions

Cichocki, Andrzej, Zdunek, Rafal, Phan, Anh Huy, Amari, Shun-Ichi

Year:

2009

Language:

english

File:

PDF, 56.08 MB

english, 2009

7

Livelihood Vulnerability Assessment to Climate Change at Community Level Using Household Survey: A Case Study from Nam Dinh Province, Vietnam

The Cong, Phan, Huu Manh, Dang, Anh Huy, Hoang, Thi Ly Phuong, Tran, Thi Tuyen, Luong

Journal:

Mediterranean Journal of Social Sciences

Year:

2016

Language:

english

File:

PDF, 334 KB

english, 2016

8

Graphene-coated quartz crystal microbalance for detection of volatile organic compounds at room temperature

Quang, Vu Van, Hung, Vu Ngoc, Tuan, Le Anh, Phan, Vu Ngoc, Huy, Tran Quang, Quy, Nguyen Van

Journal:

Thin Solid Films

Year:

2014

Language:

english

File:

PDF, 1.78 MB

english, 2014

9

Low Complexity Damped Gauss--Newton Algorithms for CANDECOMP/PARAFAC

Phan, Anh-Huy, Tichavský, Petr, Cichocki, Andrzej

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2013

Language:

english

File:

PDF, 666 KB

english, 2013

10

Application of Graphene Oxide-MnFe2O4Magnetic Nanohybrids as Magnetically Separable Adsorbent for Highly Efficient Removal of Arsenic from Water

Huong, Pham Thi Lan, Huy, Le Thanh, Phan, Vu Ngoc, Huy, Tran Quang, Nam, Man Hoai, Lam, Vu Dinh, Le, Anh-Tuan

Journal:

Journal of Electronic Materials

Year:

2016

Language:

english

File:

PDF, 921 KB

english, 2016

11

Nonnegative Matrix and Tensor Factorizations || Projected Gradient Algorithms

Cichocki, Andrzej, Zdunek, Rafal, Phan, Anh Huy, Amari, Shun-Ichi

Year:

2009

Language:

english

File:

PDF, 1.73 MB

english, 2009

12

Two-Step Hydrothermal Synthesis of Bifunctional Hematite–Silver Heterodimer Nanoparticles for Potential Antibacterial and Anticancer Applications

Trang, Vu Thi, Tam, Le Thi, Phan, Vu Ngoc, Van Quy, Nguyen, Huy, Tran Quang, Le, Anh-Tuan

Journal:

Journal of Electronic Materials

Year:

2017

Language:

english

File:

PDF, 5.14 MB

english, 2017

13

Fabrication of Cu(In,Ga)(S,Se)2Solar Cells by Solution Method

Tuan, Pham Anh, Phan, Vu Ngoc, Huy, Tran Duc, Dung, Dang Viet Anh, Quang, Nguyen Xuan, Cuong, Nguyen Duy

Journal:

Journal of Electronic Materials

Year:

2017

Language:

english

File:

PDF, 1.45 MB

english, 2017

14

Functional Iron Oxide–Silver Hetero-Nanocomposites: Controlled Synthesis and Antibacterial Activity

Trang, Vu Thi, Tam, Le Thi, Van Quy, Nguyen, Huy, Tran Quang, Thuy, Nguyen Thanh, Tri, Doan Quang, Cuong, Nguyen Duy, Tuan, Pham Anh, Van Tuan, Hoang, Le, Anh-Tuan, Phan, Vu Ngoc

Journal:

Journal of Electronic Materials

Year:

2017

Language:

english

File:

PDF, 2.06 MB

english, 2017

15

Photochemical Decoration of Silver Nanocrystals on Magnetic MnFe2O4Nanoparticles and Their Applications in Antibacterial Agents and SERS-Based Detection

Huy, Le Thanh, Tam, Le Thi, Van Son, Tran, Cuong, Nguyen Duy, Nam, Man Hoai, Vinh, Le Khanh, Huy, Tran Quang, Ngo, Duc-The, Phan, Vu Ngoc, Le, Anh-Tuan

Journal:

Journal of Electronic Materials

Year:

2017

Language:

english

File:

PDF, 1.88 MB

english, 2017

16

Data Reduction for Dynamic Stability Classification in Power System

Nguyen, Ngoc Au, Le, Trong Nghia, Quyen, Huy Anh, Phan, Thi Thanh Binh

Journal:

IETE Journal of Research

Year:

2018

Language:

english

File:

PDF, 836 KB

english, 2018

17

Expanding severe acute respiratory infection (SARI) surveillance beyond influenza: The process and data from 1 year of implementation in Vietnam

Alroy, Karen A., Do, Trang Thuy, Tran, Phu Dac, Dang, Tan Quang, Vu, Long Ngoc, Le, Nga Thi Hang, Dang, Anh Duc, Ngu, Nghia Duy, Ngo, Tu Huy, Hoang, Phuong Vu Mai, Phan, Lan Trong, Nguyen, Thuong Vu,

Journal:

Influenza and Other Respiratory Viruses

Year:

2018

Language:

english

File:

PDF, 1.46 MB

english, 2018

18

Quadratic programming over ellipsoids with applications to constrained linear regression and tensor decomposition

Phan, Anh-Huy, Yamagishi, Masao, Mandic, Danilo, Cichocki, Andrzej

Journal:

Neural Computing and Applications

Year:

2019

Language:

english

File:

PDF, 2.51 MB

english, 2019

19

[IEEE 2019 International Conference on System Science and Engineering (ICSSE) - Dong Hoi, Vietnam (2019.7.20-2019.7.21)] 2019 International Conference on System Science and Engineering (ICSSE) - Evaluating E-commerce Design Platforms by a Fuzzy VIKOR Approach

Nguyen, Phan-Anh-Huy

Year:

2019

Language:

english

File:

PDF, 218 KB

english, 2019

20

Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition

Phan, Anh-Huy, Cichocki, Andrzej, Oseledets, Ivan, Calvi, Giuseppe G., Ahmadi-Asl, Salman, Mandic, Danilo P.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2019

Language:

english

File:

PDF, 3.58 MB

english, 2019

21

[IEEE 2019 International Symposium on Electrical and Electronics Engineering (ISEE) - Ho Chi Minh, Vietnam (2019.10.10-2019.10.12)] 2019 International Symposium on Electrical and Electronics Engineering (ISEE) - Design of a Dual-band Rectenna for Small IoT Terminal

Trinh, Le Huy, Vu Ngoc Anh, Ha, Trinh, Viet Hoang, Duy Phan, Dinh, Thi Khanh, Hong Nguyen, Ferrero, Fabien

Year:

2019

Language:

english

File:

PDF, 712 KB

english, 2019

22

Halide perovskite photocatalysis: Progress and perspectives

Huynh, Kim Anh, Nguyen, Dang Le Tri, Nguyen, Van‐Huy, Vo, Dai‐Viet N., Trinh, Quang Thang, Nguyen, Thang Phan, Kim, Soo Young, Van Le, Quyet

Journal:

Journal of Chemical Technology & Biotechnology

Year:

2020

Language:

english

File:

PDF, 2.55 MB

english, 2020

23

Nonnegative Matrix and Tensor Factorizations ||

Cichocki, Andrzej, Zdunek, Rafal, Phan, Anh Huy, Amari, Shun-Ichi

Year:

2009

File:

PDF, 123.67 MB

2009

24

How primary healthcare workers obtain information during consultations to aid safe prescribing in low-income and lower middle-income countries: a systematic review

Smith, Chris, van Velthoven, Michelle Helena, Truong, Nguyen Duc, Nam, Nguyen Hai, Anh, VÅ© Phan, AL-Ahdal, Tareq Mohammed Ali, Hassan, Osama Gamal, Kouz, Basel, Huy, Nguyen Tien, Brewster, Malcolm, P

Journal:

BMJ Global Health

Year:

2020

File:

PDF, 611 KB

2020

25

PARAFAC algorithms for large-scale problems

Anh Huy Phan, Andrzej Cichocki

Journal:

Year:

2011

Language:

english

File:

PDF, 2.38 MB

english, 2011

26

Characterization of immobilization methods of antiviral antibodies in serum for electrochemical biosensors

Tran Quang Huy, Nguyen Thi Hong Hanh, Pham Van Chung, Dang Duc Anh, Phan Thi Nga, Mai Anh Tuan

Journal:

Applied Surface Science

Year:

2011

Language:

english

File:

PDF, 1.06 MB

english, 2011

27

Extended HALS algorithm for nonnegative Tucker decomposition and its applications for multiway analysis and classification

Anh Huy Phan, Andrzej Cichocki

Journal:

Year:

2011

Language:

english

File:

PDF, 1.24 MB

english, 2011

28

Mesomechanics of plastic deformation and fracture of partially crystalline polyethylene

V. E. Panin, Hanh Vay, A. I. Slosman, Thanh Phan Anh, Huy Van Minh

Journal:

Russian Physics Journal

Year:

1997

Language:

english

File:

PDF, 424 KB

english, 1997

29

Seeking an appropriate alternative least squares algorithm for nonnegative tensor factorizations

Anh Huy Phan, Andrzej Cichocki

Journal:

Neural Computing and Applications

Year:

2012

Language:

english

File:

PDF, 1.26 MB

english, 2012

30

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

31

Enhanced cross phase modulation instability in birefringent photonic crystal fibers in the anomalous dispersion regime

Nguyen, Anh Tuan, Phan Huy, Kien, Brainis, Edouard, Mergo, Pawel, Wojcik, Jan, Nasilowski, Tomasz, Van Erps, Jurgen, Thienpont, Hugo, Massar, Serge

Journal:

Year:

2006

Language:

english

File:

PDF, 292 KB

english, 2006

32

Photon pair source based on parametric fluorescence in periodically poled twin-hole silica fiber

Phan Huy, Kien, Nguyen, Anh Tuan, Brainis, Edouard, Haelterman, Marc, Emplit, Philippe, Corbari, Costantino, Canagasabey, Albert, Kazansky, Peter G., Deparis, Olivier, Fotiadi, Andrei A.

Journal:

Year:

2007

Language:

english

File:

PDF, 236 KB

english, 2007

33

A novel biosensor based on serum antibody immobilization for rapid detection of viral antigens

Tran Quang Huy, Nguyen Thi Hong Hanh, Nguyen Thanh Thuy, Pham Van Chung, Phan Thi Nga, Mai Anh Tuan

Journal:

Year:

2011

Language:

english

File:

PDF, 803 KB

english, 2011

34

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Tensor classification for P300-based brain computer interface

Onishi, Akinari, Phan, Anh Huy, Matsuoka, Kiyotoshi, Cichocki, Andrzej

Year:

2012

Language:

english

File:

PDF, 227 KB

english, 2012

35

[IEEE 2012 International Conference on Control, Automation and Information Sciences (ICCAIS) - Saigon, Vietnam (2012.11.26-2012.11.29)] 2012 International Conference on Control, Automation and Information Sciences (ICCAIS) - Inverse Adaptive Fuzzy model identification of the 2-axes PAM robot arm

Anh, Ho Pham Huy, Lam, Chung Tan, Lam, Phan Huynh

Year:

2012

Language:

english

File:

PDF, 611 KB

english, 2012

36

Nonsmooth Optimization for Efficient Beamforming in Cognitive Radio Multicast Transmission

Phan, Anh Huy, Tuan, Hoang Duong, Kha, Ha Hoang, Ngo, Duy Trong

Journal:

IEEE Transactions on Signal Processing

Year:

2012

Language:

english

File:

PDF, 2.54 MB

english, 2012

37

A Two-Stage MMSE Beamformer for Underdetermined Signal Separation

Koldovsky, Zbynek, Tichavsky, Petr, Anh Huy Phan,, Cichocki, Andrzej

Journal:

IEEE Signal Processing Letters

Year:

2013

Language:

english

File:

PDF, 983 KB

english, 2013

38

[IEEE 2011 IEEE Statistical Signal Processing Workshop (SSP) - Nice, France (2011.06.28-2011.06.30)] 2011 IEEE Statistical Signal Processing Workshop (SSP) - Damped Gauss-Newton algorithm for nonnegative Tucker decomposition

Phan, Anh Huy, Tichavsky, Petr, Cichocki, Andrzej

Year:

2011

Language:

english

File:

PDF, 542 KB

english, 2011

39

CANDECOMP/PARAFAC Decomposition of High-Order Tensors Through Tensor Reshaping

Phan, Anh-Huy, Tichavsky, Petr, Cichocki, Andrzej

Journal:

IEEE Transactions on Signal Processing

Year:

2013

Language:

english

File:

PDF, 3.79 MB

english, 2013

40

[IEEE 2011 IEEE Statistical Signal Processing Workshop (SSP) - Nice, France (2011.06.28-2011.06.30)] 2011 IEEE Statistical Signal Processing Workshop (SSP) - Stability analysis and fast damped-gauss-newton algorithm for INDSCAL tensor decomposition

Koldovsky, Zbynek, Tichavsky, Petr, Phan, Anh Huy

Year:

2011

Language:

english

File:

PDF, 474 KB

english, 2011

41

Cramér-Rao-Induced Bounds for CANDECOMP/PARAFAC Tensor Decomposition

Tichavsky, Petr, Phan, Anh Huy, Koldovsky, Zbyněk

Journal:

IEEE Transactions on Signal Processing

Year:

2013

Language:

english

File:

PDF, 2.87 MB

english, 2013

42

[IEEE 2012 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT) - Ho Chi Minh City (2012.12.12-2012.12.15)] 2012 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT) - A zero-knowledge protocol based on a new product of durations

Anh, Bui, Huy, Phan

Year:

2012

Language:

english

File:

PDF, 1.07 MB

english, 2012

43

[IEEE 2010 International Conference on Advanced Technologies for Communications (ATC 2010) - Ho Chi Minh City, Vietnam (2010.10.20-2010.10.22)] The 2010 International Conference on Advanced Technologies for Communications - A tensorial approach to single trial recognition for Brain Computer Interface

Phan, Anh Huy, Cichocki, Andrzej, Thanh Vu-Dinh,

Year:

2010

Language:

english

File:

PDF, 2.17 MB

english, 2010

44

[IEEE 2008 IEEE Workshop on Machine Learning for Signal Processing (MLSP) (Formerly known as NNSP) - Cancun, Mexico (2008.10.16-2008.10.19)] 2008 IEEE Workshop on Machine Learning for Signal Processing - Flexible HALS algorithms for sparse non-negative matrix/tensor factorization

Cichocki, Andrzej, Phan, Anh Huy, Caiafa, Cesar

Year:

2008

Language:

english

File:

PDF, 679 KB

english, 2008

45

[IEEE 2012 Fourth International Conference on Communications and Electronics (ICCE) - Hue, Vietnam (2012.08.1-2012.08.3)] 2012 Fourth International Conference on Communications and Electronics (ICCE) - A local improvement approach for survivable long-reach hybrid WDM-TDM PON design

Truong, Dieu Linh, Do, Phan Thuan, Duong, Quang Huy, Pham, Anh T.

Year:

2012

Language:

english

File:

PDF, 724 KB

english, 2012

46

[IEEE 2009 16th International Conference on Digital Signal Processing (DSP) - Santorini, Greece (2009.07.5-2009.07.7)] 2009 16th International Conference on Digital Signal Processing - A compressive sensing approach for progressive transmission of images

Sanei, Saeid, Phan, Anh Huy, Lo, Jen-Lung, Abolghasemi, Vahid, Cichocki, Andrezj

Year:

2009

Language:

english

File:

PDF, 748 KB

english, 2009

47

[IEEE 2010 International Conference on Advanced Technologies for Communications (ATC 2010) - Ho Chi Minh City, Vietnam (2010.10.20-2010.10.22)] The 2010 International Conference on Advanced Technologies for Communications - Classification of scenes based on multiway feature extraction

Phan, Anh Huy, Cichocki, Andrzej, Thanh Vu-Dinh,

Year:

2010

Language:

english

File:

PDF, 1.17 MB

english, 2010

48

[IEEE 2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Aruba (2009.12.13-2009.12.16)] 2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Fast nonnegative tensor factorization for very large-scale problems using two-stage procedure

Phan, Anh Huy, Cichocki, Andrzej

Year:

2009

Language:

english

File:

PDF, 739 KB

english, 2009

49

[IEEE 2008 IEEE Workshop on Machine Learning for Signal Processing (MLSP) (Formerly known as NNSP) - Cancun, Mexico (2008.10.16-2008.10.19)] 2008 IEEE Workshop on Machine Learning for Signal Processing - Simple and efficient algorithm for distributed compressed sensing

Phan, Anh Huy, Cichocki, Andrzej, Nguyen, Kim Sach

Year:

2008

Language:

english

File:

PDF, 1.26 MB

english, 2008

50

Fast Alternating LS Algorithms for High Order CANDECOMP/PARAFAC Tensor Factorizations

Phan, Anh-Huy, Tichavsky, Petr, Cichocki, Andrzej

Journal:

IEEE Transactions on Signal Processing

Year:

2013

Language:

english

File:

PDF, 4.02 MB

english, 2013