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Non-negativematrix factorization based unmixing for principal component transformed hyperspectral data

Xiu-rui GENG,Lu-yan JI,Kang SUN

Frontiers of Information Technology & Electronic Engineering 2016, Volume 17, Issue 5,   Pages 403-412 doi: 10.1631/FITEE.1600028

Abstract: Non-negative matrix factorization (NMF) has been widely used in mixture analysis for hyperspectral remotecomponent analysis (PCA) can be used to mitigate these two problems, the transformed data will contain negativenumbers, hindering the direct use of the multiplicative iteration rule of NMF.In this paper, we analyze the impact of PCA on NMF, and find that multiplicative NMF can also be applicable‘principal component NMF’ (PCNMF).

Keywords: Non-negative matrix factorization (NMF)     Principal component analysis (PCA)     Endmember     Hyperspectral    

Past review, current progress, and challenges ahead on the cocktail party problem Review

Yan-min QIAN, Chao WENG, Xuan-kai CHANG, Shuai WANG, Dong YU

Frontiers of Information Technology & Electronic Engineering 2018, Volume 19, Issue 1,   Pages 40-63 doi: 10.1631/FITEE.1700814

Abstract: describe the conventional single-channel techniques such as computational auditory scene analysis (CASA), non-negativematrix factorization (NMF) and generative models, the conventional multi-channel techniques such as

Keywords: Cocktail party problem     Computational auditory scene analysis     Non-negative matrix factorization     Permutation    

Organophosphate esters in sediment from Taihu Lake, China: Bridging the gap between riverine sources and lake sinks

Frontiers of Environmental Science & Engineering 2022, Volume 16, Issue 3, doi: 10.1007/s11783-021-1464-9

Abstract:

• Eleven OPEs were detected in river sediment and lake sediment in Taihu Lake.

Keywords: Organophosphate esters     Partition     Vertical distribution     Composition profile     Positive matrix factorization    

Characterization of submicron aerosols in the urban outflow of the central Pearl River Delta region of China

Zhaoheng GONG, Zijuan LAN, Lian XUE, Liwu ZENG, Lingyan HE, Xiaofeng HUANG

Frontiers of Environmental Science & Engineering 2012, Volume 6, Issue 5,   Pages 725-733 doi: 10.1007/s11783-012-0441-8

Abstract: Four components of OA were identified by the Positive Matrix Factorization (PMF) analysis, including

Keywords: organic aerosol     high-resolution time-of-flight aerosol mass spectrometer (HR-ToF-AMS)     positive matrixfactorization    

Decitabine induces -mediated immune responses in p53-mutated triple-negative breast cancer: a clinical

Frontiers of Medicine doi: 10.1007/s11684-023-1016-8

Abstract: Here, we reposition decitabine for triple-negative breast cancer (TNBC), a subtype with frequent p53

Keywords: p53 mutation     triple-negative breast cancer     decitabine     DNMT1     IRF7     innate immune response    

Eco-innovative design approach: Integrating quality and environmental aspects in prioritizing and solving engineering problems

Mahmoud CHAKROUN,Grigore GOGU,Thomas PACAUD,Fran?ois THIRION

Frontiers of Mechanical Engineering 2014, Volume 9, Issue 3,   Pages 203-217 doi: 10.1007/s11465-014-0308-8

Abstract: This approach provides a synergy between the Life Cycle Assessment (LCA), the non-quality matrix, theThen, for a better consideration of environmental aspects, a new tool is developed, the non-quality matrix

Keywords: eco-innovation     non-quality matrix     TRIZ     composted product spreading    

Negative Energy in Faster Than Light Investigation ——An Important Direction to Researches

Huang Zhixun

Strategic Study of CAE 2001, Volume 3, Issue 7,   Pages 42-47

Abstract:

This paper describes a series of expectations and experiments on the negative energy notion.The aim is to find the relation between the faster-than-light research and the negative energy concepts

Keywords: negative energy     faster than light     Casimir's effect     evanescent mode     negative refraction index    

Progress in systemic therapy for triple-negative breast cancer

Hongnan Mo, Binghe Xu

Frontiers of Medicine 2021, Volume 15, Issue 1,   Pages 1-10 doi: 10.1007/s11684-020-0741-5

Abstract: Triple-negative breast cancer (TNBC) is the most aggressive subtype of breast cancer with a heterogeneous

Keywords: triple-negative breast cancer     immunotherapy     targeted therapy    

Personalized topic modeling for recommending user-generated content Article

Wei ZHANG, Jia-yu ZHUANG, Xi YONG, Jian-kou LI, Wei CHEN, Zhe-min LI

Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 5,   Pages 708-718 doi: 10.1631/FITEE.1500402

Abstract: A generative model that combines hierarchical topic modeling and matrix factorization is proposed.

Keywords: User-generated content (UGC)     Collaborative filtering (CF)     Matrix factorization (MF)     Hierarchical topic    

Fast implementation of kernel simplex volume analysis based on modified Cholesky factorization for endmember

Jing LI,Xiao-run LI,Li-jiao WANG,Liao-ying ZHAO

Frontiers of Information Technology & Electronic Engineering 2016, Volume 17, Issue 3,   Pages 250-257 doi: 10.1631/FITEE.1500244

Abstract: A novel approach tackles the second issue by initially using a modified Cholesky factorization to decomposethe volume matrix into triangular matrices, in order to avoid directly computing the determinant tautologically

Keywords: Endmember extraction     Modified Cholesky factorization     Spatial pixel purity index (SPPI)     New simplex    

Decellularized extracellular matrix mediates tissue construction and regeneration

Frontiers of Medicine 2022, Volume 16, Issue 1,   Pages 56-82 doi: 10.1007/s11684-021-0900-3

Abstract: Contributing to organ formation and tissue regeneration, extracellular matrix (ECM) constituents provideContaining the crucial traits of the cellular microenvironment, ECM substitutes mediate cell–matrix interactions

Keywords: decellularized extracellular matrix     3D culture     organoids     tissue repair    

Perspective of mixed matrix membranes for carbon capture

Shinji Kanehashi, Colin A. Scholes

Frontiers of Chemical Science and Engineering 2020, Volume 14, Issue 3,   Pages 460-469 doi: 10.1007/s11705-019-1881-5

Abstract: Mixed matrix membranes (MMMs) have a composite structure that consists of polymers and fillers, therefore

Keywords: membranes     polymeric     mixed matrix     impurities    

Field validation of UHPC layer in negative moment region of steel-concrete composite continuous girder

Minghong QIU; Xudong SHAO; Weiye HU; Yanping ZHU; Husam H. HUSSEIN; Yaobei HE; Qiongwei LIU

Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 6,   Pages 744-761 doi: 10.1007/s11709-022-0843-z

Abstract: Improving the cracking resistance of steel-normal concrete (NC) composite beams in the negative momentThis study proposed an innovative structural configuration for the negative bending moment region inIn order to investigate the feasibility and effectiveness of this new UHPC jointed structure in the negativefield investigation, strains on the surface of the concrete bridge deck, rebar, and steel beam in the negativedemonstrated that the new configuration with the UHPC layer provided an effective alternative for the negative

Keywords: field test     steel-concrete composite beam     continuous girder bridge     negative bending moment region    

Prognostic value of the 21-gene recurrence score in ER-positive, HER2-negative, node-positive breastcancer was similar in node-negative diseases: a single-center study of 800 patients

Jiayi Wu, Weiqi Gao, Xiaosong Chen, Chunxiao Fei, Lin Lin, Weiguo Chen, Ou Huang, Siji Zhu, Jianrong He, Yafen Li, Li Zhu, Kunwei Shen

Frontiers of Medicine 2021, Volume 15, Issue 4,   Pages 621-628 doi: 10.1007/s11684-020-0738-0

Abstract: Chinese patients with pN0-1, estrogen receptor-positive (ER ), human epidermal growth factor receptor 2-negative

Keywords: early breast cancer     21-gene assay     recurrence score     prognosis    

The Negative Electrostatic Spring Effect Analysis and Experimental Validation of Silicon Micromechanical

Xia Dunzhu,Zhou Bailing,Wang Shourong

Strategic Study of CAE 2007, Volume 9, Issue 8,   Pages 66-68

Abstract:  The negative electrostatic spring effect of feedback force generator is analyzed in focus,  

Keywords: silicon micromechanical z-axis gyroscope     negative electrostatic spring constant     feedback force generator    

Title Author Date Type Operation

Non-negativematrix factorization based unmixing for principal component transformed hyperspectral data

Xiu-rui GENG,Lu-yan JI,Kang SUN

Journal Article

Past review, current progress, and challenges ahead on the cocktail party problem

Yan-min QIAN, Chao WENG, Xuan-kai CHANG, Shuai WANG, Dong YU

Journal Article

Organophosphate esters in sediment from Taihu Lake, China: Bridging the gap between riverine sources and lake sinks

Journal Article

Characterization of submicron aerosols in the urban outflow of the central Pearl River Delta region of China

Zhaoheng GONG, Zijuan LAN, Lian XUE, Liwu ZENG, Lingyan HE, Xiaofeng HUANG

Journal Article

Decitabine induces -mediated immune responses in p53-mutated triple-negative breast cancer: a clinical

Journal Article

Eco-innovative design approach: Integrating quality and environmental aspects in prioritizing and solving engineering problems

Mahmoud CHAKROUN,Grigore GOGU,Thomas PACAUD,Fran?ois THIRION

Journal Article

Negative Energy in Faster Than Light Investigation ——An Important Direction to Researches

Huang Zhixun

Journal Article

Progress in systemic therapy for triple-negative breast cancer

Hongnan Mo, Binghe Xu

Journal Article

Personalized topic modeling for recommending user-generated content

Wei ZHANG, Jia-yu ZHUANG, Xi YONG, Jian-kou LI, Wei CHEN, Zhe-min LI

Journal Article

Fast implementation of kernel simplex volume analysis based on modified Cholesky factorization for endmember

Jing LI,Xiao-run LI,Li-jiao WANG,Liao-ying ZHAO

Journal Article

Decellularized extracellular matrix mediates tissue construction and regeneration

Journal Article

Perspective of mixed matrix membranes for carbon capture

Shinji Kanehashi, Colin A. Scholes

Journal Article

Field validation of UHPC layer in negative moment region of steel-concrete composite continuous girder

Minghong QIU; Xudong SHAO; Weiye HU; Yanping ZHU; Husam H. HUSSEIN; Yaobei HE; Qiongwei LIU

Journal Article

Prognostic value of the 21-gene recurrence score in ER-positive, HER2-negative, node-positive breastcancer was similar in node-negative diseases: a single-center study of 800 patients

Jiayi Wu, Weiqi Gao, Xiaosong Chen, Chunxiao Fei, Lin Lin, Weiguo Chen, Ou Huang, Siji Zhu, Jianrong He, Yafen Li, Li Zhu, Kunwei Shen

Journal Article

The Negative Electrostatic Spring Effect Analysis and Experimental Validation of Silicon Micromechanical

Xia Dunzhu,Zhou Bailing,Wang Shourong

Journal Article