Co-Authors
AuthorsNo. of Publications
ching, wk 73
jing, liping 25
ye, yunming 23
wu, qingyao 20
li, xutao 18
wang, wei 18
chan, raymond h. 14
li, wen 14
bai, zhong zhi 13
fung, es 13
yip, andy m. 13
zeng, tieyong 13
huang, yu mei 11
akutsu, t 10
li, fang 10
liao, li zhi 10
sun, hai wei 10
yau, andy c. 9
chen, chuan 8
cheung, dw 8
liu, yang 8
plemmons, robert j. 8
wen, yw 8
wu, edmond h. 8
yip, ky 8
yu, jian 8
zhang, sq 8
chan, tony f. 7
huang, joshua zhexue 7
lin, xue lei 7
wang, fan 7
yuan, xiaoming 7
zhang, shuqin 7
hu, xiaohua 6
huang, jz 6
nikolova, m 6
sham, pc 6
siu, tk 6
wei, yimin 6
wen, you wei 6
zhang, xiongjun 6
ao, si 5
beling, cd 5
chen, luonan 5
chu, sck 5
cui, lu bin 5
fung, s 5
hayashida, m 5
ho, kf 5
huang, joshua 5
kwan, wilson c. 5
lam, ey 5
lin, fr 5
pan, jianyu 5
shen, chenyang 5
yang, liu 5
yuen, wo 5
zhang, s 5
zhao, xi le 5
bertaccini, daniele 4
cheung, dwl 4
chu, delin 4
huang, z 4
jiang, l 4
jin, zhengmeng 4
lee, yf 4
li, m 4
lin, fu rong 4
lu, linzhang 4
min, huaqing 4
ngan, henry y.t. 4
nikolova, mila 4
pan, junjun 4
qi, liqun 4
shen, huanfeng 4
tam, chi pan 4
tan, mingkui 4
wong, kk 4
yan, y 4
yao, h 4
yuan, qiangqiang 4
zhuang, lina 4
bose, n. k. 3
cai, hongmin 3
chan, rh 3
chan, ws 3
chang, huibin 3
cheung, l 3
cui, h 3
fung, e 3
fung, sl 3
gan, guojun 3
golub, gene h. 3
jia, zhigang 3
ke, rihuan 3
li, mark junjie 3
liu, y 3
ma, x 3
pan, jian yu 3
qiao, motong 3
shao, f 3
sun, p 3
sze, kn 3
tang, z 3
tong, hongzhi 3
wang, hong 3
wu, h 3
wu, q 3
xu, s 3
xu, z 3
yan, yuguang 3
yu, c 3
yung, sp 3
zhang, liangpei 3
zhang, wenxing 3
zhang, xiaodan 3
zhang, xiaowei 3
zhou, xiaohua 3
abubakar, a 2
bai, minru 2
benzi, michele 2
bose, nirmal k. 2
bose, nk 2
chan, ey 2
chan, tf 2
chen, jian 2
chen, xiao shan 2
chen, xiaojun 2
cheng, vkw 2
cheung, d 2
cheung, kh 2
cheung, yiu ming 2
cheung, ym 2
deng, dong 2
doncescu, andrei 2
fong, py 2
fung, eric s. 2
gao, lianru 2
guo, r 2
ho, shen shyang 2
huang, joshua z. 2
huang, ting zhu 2
huang, yumei 2
jin, xiao qing 2
kao, b 2
law, yan nei 2
lee, hwee kuan 2
leng, tau 2
li, jie 2
liao, haiyong 2
liu, dongdong 2
liu, h 2
liu, zhiping 2
lyu, j 2
ng, tw 2
niu, qiang 2
pang, gkh 2
potts, daniel 2
rong, h 2
serra-capizzano, stefano 2
shi, ruichao 2
siu, tak kuen 2
song, guang jing 2
song, hengjie 2
tablino-possio, cristina 2
tang, wc 2
vong, seak weng 2
wang, h 2
wang, zhicheng 2
weiss, pierre 2
wen, y 2
wong, joyce c. 2
wu, fang xiang 2
wu, hanrui 2
xia, jiali 2
xu, jun 2
xu, xiaofei 2
yang, laurence t. 2
yang, m 2
yang, qiang 2
yang, yu fei 2
yau, ac 2
yip, yl 2
you, j 2
zeng, tie yong 2
zhang, bing 2
zhang, chao 2
zhang, lei hong 2
zhang, q 2
zhao, p 2
zhao, xile 2
zhou, jin 2
zhou, x 2
zhou, zhi hua 2
zhu, hong 2
zhu, zhaochen 2
abawajy, jemal h. 1
akutsu, tatsuya 1
altman, e 1
amizic, bruno 1
ao, s. i. 1
aubanel, eric 1
aziz, yashinov 1
babacan, s. derin 1
bah, zhong zhi 1
bahi, jacques 1
bai, zz 1
bal, zhong zhi 1
baling, cd 1
banicescu, ioana 1
bao, b 1
barel, mv 1
barlow, j 1
barlow, jesse l. 1
barlow, jl 1
beling, christopher d. 1
bertaccini, d 1
bhalla, subhash 1
biasini, m 1
bic, lubomir f. 1
bijlsma, mf 1
bioucas-dias, jose m. 1
biswas, rupak 1
bourgeois, anu 1
brent, richard p. 1
buecker, martin 1
cabaleiro, josé carlos 1
cai, jian feng 1
cai, jianfeng 1
cai, xing 1
cao, g 1
cao, jiezhang 1
cao, r 1
cariño, ricolindo 1
carretero, jesus 1
chan, kl 1
chan, lc 1
chan, raymond 1
chan, tony 1
chaudhuri, subhasis 1
chen, jinjun 1
chen, m 1
chen, w 1
cheng, kw 1
cheng, li 1
cheng, miaomiao 1
cheng, vincent k.w. 1
cheung, ck 1
cheung, f 1
cheung, g 1
cheung, gene 1
cheung, lwt 1
cheung, wm 1
china, hm 1
ching, hm 1
ching, wai ki 1
ching, wk 1
chung, yuho 1
chut, delin 1
cong, gao 1
couturier, raphael 1
crozier, stuart 1
dai, yuanshun 1
de mello, rodrigo 1
degraba, tj 1
deriche, r 1
deriche, r. 1
deriche, rachid 1
di martino, beniamino 1
diao, huaian 1
dillencourt, michael b. 1
ding, meng 1
ding, w 1
ding, weiyang 1
doallo, ramon 1
domingo-ferrer, josep 1
dongarra, jack 1
fan, huixin 1
fang, zhi wei 1
faugeras, olivier 1
ferro, g 1
fong, wai lam 1
fu, h 1
fu, haoying 1
fu, hongfei 1
fu, hy 1
fu, xiyou 1
fu-rong lin 1
fusai, gianluca 1
ge, h 1
gong, m 1
gonzales, d 1
gonzales, da 1
gravvanis, george a. 1
guo, zhuang 1
gustafson, john 1
han, chao 1
han, lixin 1
he, zengyou 1
hegland, markus 1
ho, andy c. 1
ho, man kiu 1
hoehn, gt 1
hon, cc 1
huang, chun hsi 1
huang, joshua zhe xue 1
huang, qiming 1
huang, x 1
huang, z. 1
huang, zhexue 1
huang, zhichao 1
ierotheou, constantinos 1
javidi, bahram 1
jiang, h 1
jiang, siyu 1
jie, wei 1
jin, xq 1
jing, l 1
joubert, gerhard 1
kang, moon gi 1
kao, p 1
karatza, helen 1
katsaggelos, aggelos k. 1
ke, r 1
khan, sheheryar 1
khoo, us 1
kong, xiangnan 1
koo, jaehoon 1
kornprobst, p 1
kornprobst, p. 1
kornprobst, pierre 1
koziris, nectarios 1
kwan, jsh 1
kwan, wc 1
lam, e 1
lam, philip 1
lee, vhf 1
lee, yiu f. 1
lee, yiu fai 1
lei, zhou 1
leung, fcc 1
li, chunming 1
li, d 1
li, junjie 1
li, limin 1
li, mj 1
li, pingxiang 1
li, w 1
li, wk 1
li, x 1
li, xiaolong 1
li, xinxin 1
li, yan 1
li, yiming 1
li, z 1
liao, h 1
lim, lek heng 1
lin, g 1
lin, t 1
lin, xuelei 1
liu, chunxiao 1
liu, feng 1
liu, jin 1
liu, sophia w.t.t. 1
liu, xinxin 1
liu, ye 1
liu, ying 1
lopez, hector sanchez 1
lou, yifei 1
lu, lin zhang 1
lu, lz 1
lu, xin 1
luk, franklin 1
ma, liyan 1
magli, enrico 1
mak, gy 1
malandain, grégoire 1
marazzina, daniele 1
marena, marina 1
marinoni, andrea 1
martin, maria j. 1
mastronardi, n. 1
mateo-sanz, josep m. 1
melhado, i 1
meng, xiangchao 1
michielse, peter h. 1
milanfar, peyman 1
min, lihua 1
moisan, lionel 1
molina, rafael 1
nagy, james 1
nagy, jg 1
narravula, harsha 1
ng, j 1
ng, michael 1
ng, yw 1
ngan, hyt 1
ngan, yt 1
ni, jun 1
nikolova, m. 1
nino-ruiz, elias d. 1
o'donnell, john 1
pan, lei 1
pan, yi 1
pang, h 1
pang, j 1
park, taesung 1
peelers, r. 1
peeters, ronald r. 1
perrone, l 1
pi, ling 1
pimentel, felipe 1
plemmons, r 1
plemmons, robert 1
poole, michael 1
prasad, sudhakar 1
qiao, s 1
qiao-qiao, she 1
qiu, guoping 1
qiu, h 1
qiu, shaojian 1
qiu, y 1
quintana-orti, enrique 1
rao, vishwas 1
rauber, thomas 1
rong, hongqiang 1
rost, karla 1
ruan, peiying 1
runger, gudula 1
ruo, r 1
salem, fatima abu 1
sandu, adrian 1
sarker, biplab kumer 1
sedukhin, stanislav g. 1
shen, chaomin 1
shen, chunli 1
shen, h 1
shi, hongchi 1
simske, steven j. 1
skjellum, tony 1
so, mm 1
so, mmc 1
sokhansanj, bahrad 1
sokhansanj, bahrad a. 1
song, gj 1
song, n 1
strazdins, peter 1
su, hanjing 1
suffredini, a 1
suffredini, af 1
sun, haiwei 1
sun, hw 1
sun, jing 1
sun, na 1
sun, shaolong 1
sun, yu yin 1
sunaert, stefan 1
sze, ck 1
tai, xue cheng 1
tai, xuecheng 1
tam, chipan 1
tan, ben 1
tan, roger c.e. 1
tanaka, yuichi 1
tang, hw 1
tang, y 1
thulasiram, ruppa k. 1
tian, xinmin 1
ting, kw 1
tomko, karen 1
tong, cs 1
tong, t 1
torra, vicenç 1
touriño, juan 1
tsang, ivor w. 1
tsing, nk 1
tsui, stephen 1
tyrtyshnikov, e 1
tyrtyshnikov, e. e. 1
tyrtyshnikov, eugene 1
van engelen, robert 1
van hecke, p. 1
van hecke, paul 1
verdoscia, lorenzo 1
vieville, thierry 1
wan, xiang 1
wang, eric ke 1
wang, f 1
wang, j 1
wang, lili 1
wang, s 1
wang, xiaoyan 1
wang, yang 1
wang, yong 1
wang, yuanyuan 1
wang, zeng qi 1
wang, zhen 1
wei, yancong 1
wei, yi min 1
wen, youwei 1
wong, ast 1
wong, c. k. 1
wong, ckt 1
wong, kelvin 1
wong, kelvin k. 1
wong, limsoon 1
wong, st 1
wong, stc 1
wong, stephen t.c. 1
woo, cm 1
woo, teresa k.c. 1
wu, edmond hao cun 1
wu, jiesheng 1
wu, stephen 1
wu, yj 1
xiao, bin 1
xiao, jin 1
xiao, yu 1
xin, jingxue 1
xu, chengzhong 1
xu, guoxia 1
xu, wei 1
xu, yonghui 1
xue, jingling 1
yan, h 1
yan, hanjun 1
yan, hong 1
yan, li 1
yang, c 1
yang, can 1
yang, f 1
yang, q 1
yang, xi 1
yang, xiaoguang 1
yao, yuan 1
ye, y 1
ye, yuzhong 1
yin, guo jian 1
yin, jun feng 1
yip, am 1
yip, k 1
young, geoffrey s. 1
yu, jeffrey xu 1
yuan, jiang 1
yuan, xiao ming 1
yung, nelson h.c. 1
zang, w 1
zekri, ahmed 1
zeng, j 1
zhang, haijun 1
zhang, jd 1
zhang, l 1
zhang, leihong 1
zhang, naimin 1
zhang, qiang 1
zhang, w 1
zhang, x 1
zhang, xiaodong 1
zhang, xin 1
zhang, y 1
zhang, yu 1
zhao, hongyu 1
zhao, l 1
zhao, xl 1
zheng, minling 1
zheng, yao 1
zhexue huang, joshua 1
zhi-hua, zhou 1
zhong, erheng 1
zhou, bingbing 1
zhou, chen 1
zhou, guanglu 1
zhou, tj 1
zhou, xiaobo 1
zhu, hu 1
zhu, ming 1
zhuang, l 1
zlatev, zahari 1
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Keywords in Publications
keywordsNo. of Authors
regularization 9
algorithms 8
data mining 8
toeplitz matrices 8
classification 7
computers 7
deconvolution 7
gene expression 7
optimization 7
brca1 6
brca1 protein - genetics 6
brca2 6
brca2 protein - genetics 6
breast cancer susceptibility gene 6
breast neoplasms - genetics - pathology 6
circulant matrix 6
clustering 6
deblurring 6
gene mutation 6
genetic predisposition to disease - genetics 6
image restoration 6
markov chain 6
models, genetic 6
open reading frames - genetics 6
preconditioned conjugate gradient method 6
preconditioners 6
toeplitz matrix 6
chromosome mapping - methods 5
doppler broadening 5
gene expression profiling - methods 5
gene expression regulation 5
humans 5
linear systems 5
multivariate data 5
patterned fabric inspection 5
polymorphism, single nucleotide - genetics 5
software 5
steady-state probability distribution 5
total variation 5
alternating minimization 4
animals 4
artificial intelligence 4
cluster analysis 4
coincidence doppler broadening spectroscopy 4
computational biology - methods 4
denoising 4
estimation 4
fast fourier transform 4
hidden markov model 4
image reconstruction 4
iterative methods 4
markov chains 4
models, statistical 4
preconditioning 4
subspace clustering 4
alternating direction methods 3
bioinformatics 3
block matrix 3
categorical data 3
categorical time series 3
categorical variables 3
computer simulation 3
constraints 3
convergence 3
cosine transform 3
cosine transform preconditioner 3
data interpretation, statistical 3
defect detection 3
discrete cosine transform 3
dna - chemistry 3
dna mutational analysis - methods 3
double-doppler 3
eigenvalues 3
electronic data processing 3
expressed sequence tags 3
gabor filter 3
gaussian noise 3
generalized least squares method 3
gohberg-semencul formula 3
high-dimensional data 3
high-resolution 3
hyperspectral imaging 3
image decomposition 3
image interpretation, computer-assisted 3
information storage and retrieval 3
instruments 3
inverse filter 3
least absolute deviation 3
least-squares method 3
linear discriminant analysis 3
linkage disequilibrium 3
m-matrices 3
machine learning 3
mathematics 3
multivariate 3
multivariate markov chains 3
mumford-shah model 3
noise reduction 3
non-negativity constraints 3
nonlinear image restoration 3
nonnegativity 3
oligonucleotide array sequence analysis - methods 3
pattern recognition, automated 3
pattern-based clustering 3
patterned texture 3
physics engineering 3
polymorphism, single nucleotide 3
prediction of demand 3
re-manufacturing systems 3
restoration 3
richardson-lucy 3
saddle point problem 3
sherman-morrison-woodbury formula 3
single nucleotide polymorphism 3
singular value decomposition 3
sparsity 3
stability 3
stationary probability distribution 3
stochastic processes 3
super-resolution 3
tensor 3
texture analysis 3
time series 3
transition probability 3
uniform noise 3
wavelet transform 3
3-d patches 2
adaptive regularized least squares 2
adaptive short time discrete fourier transform 2
additives 2
admm 2
advertising model 2
advertising wear out phenomenon 2
alternating direction method 2
alternating direction method of multipliers 2
approximate inverse-free preconditioners 2
attributes weights 2
audio-magnetotelluric (amt) 2
augmented lagrangian 2
background extraction 2
banded matrices 2
bias-correction 2
blind deconvolution 2
block diagonal 2
block-diagonal 2
block-toeplitz matrix 2
blood proteins - analysis 2
boundary conditions 2
cancer 2
carotid artery diseases - blood - diagnosis 2
cartoon and texture 2
categorical data sequences 2
cell physiological phenomena 2
challenges 2
chromosome mapping - statistics & numerical data 2
clustering algorithms 2
clustering methods 2
compound-eye 2
compression 2
computational biology 2
computer engineering 2
computer systems and computers 2
constrained least squares 2
constrained total-variation 2
continuation 2
convex optimization 2
convex programming 2
correlated credit migrations 2
credibility theory 2
credit ratings 2
customer lifetime value 2
customers classification 2
data assimilation 2
databases, genetic 2
deep learning (dl) 2
demand prediction 2
differential equations 2
direct method 2
discrete fourier transform 2
discrete wavelet transforms 2
discriminant analysis 2
divide-and-conquer procedure 2
document clustering 2
domain adaptation 2
double higher-order hidden markov model 2
eigenpair 2
eigenvectors 2
epithelial-mesenchymal transition (emt) 2
euler equations 2
evolution, molecular 2
fast cosine transform 2
feature weighting 2
finite difference method 2
forward stable 2
fourier transform 2
gene expression regulation - physiology 2
gene frequency 2
gene regulatory networks 2
genes, regulator 2
genetic markers 2
genetic regulatory network 2
genome-wide association study 2
genomics 2
genomics - statistics & numerical data 2
gmres 2
haplotypes - genetics 2
heterogeneity 2
high dimensional markov chains 2
high resolution 2
higher-order 2
higher-order markov chain process 2
higher-order markov chains 2
higher-order markov decision process 2
higher-order markov model 2
hyperspectral denoising 2
hyperspectral destriping 2
hyperspectral image (hsi) 2
hyperspectral image (hsi) denoising 2
hyperspectral imagery 2
incomplete cholesky factorization preconditioner 2
inexact 2
inexact computation 2
information science and informaiton theory 2
inpainting 2
integral equations 2
interior point method 2
interpolation 2
inverse preconditioners 2
inverse problem 2
inversion 2
inversion formulas 2
irreducible tridiagonal matrix 2
iterative algorithm 2
iterative algorithms 2
iterative decoding 2
iterative method 2
iterative methods (mathematics) 2
joint inversionresistivity 2
joint minimization 2
joint optimization 2
k-means 2
k-means-type algorithm 2
k-mode 2
l1/2-regularization 2
lanczos method 2
laplace equations 2
lattice 2
least mixed norm 2
least squares problem 2
linear control 2
linear programming 2
logic 2
long range dependence 2
low rank 2
low resolution 2
low-rank 2
low-rank tensor factorization 2
l∞-norm constraint 2
magnetotelluric 2
manifolds 2
markov model 2
markov process 2
mass spectrometry - methods 2
mathematical models 2
matrices 2
median filter 2
medical informatics - methods 2
minimization 2
minimization problem 2
mining methods and algorithms 2
missing data reconstruction 2
models, biological 2
monte carlo method 2
monte carlo simulation 2
motif 2
motion estimation 2
multidimensional data 2
multigrid method 2
multilevel matrices 2
multiple sources 2
multiplicative noise 2
negative customer 2
neoplasm proteins - metabolism 2
neural networks (computer) 2
newsboy's model 2
nonlinear equations 2
nonlinear unmixing 2
nonnegative tensor 2
nonsmooth and nonconvex optimization 2
numerical analysis 2
numerical range 2
numerical variables 2
operator splitting method 2
optical aberrations 2
optimal hidden economic states 2
optimal transport 2
overage cost 2
pattern recognition, automated - methods 2
peak detection 2
perron-frobenius theorem 2
phase-mask 2
plug-and-play 2
portfolio 2
positron annihilation radiation spectroscopy 2
power method 2
preconditioned conjugate gradient 2
preconditioned conjugate gradient methods 2
probabilistic boolean network 2
probability 2
proteomics - methods 2
pulsation advertising policy 2
quadrature rules 2
quantitative trait loci - genetics 2
quantization 2
queueing problems 2
queueing systems 2
random forest 2
reconstruction 2
recursion 2
regime-switching 2
regression 2
relationship marketing 2
remote sensing 2
risk management 2
rna-binding proteins (rbps) 2
schur complement 2
self-similarity 2
semi-smooth newton method 2
semi-supervised learning 2
sensitivity and specificity 2
sequence analysis, dna - methods 2
shortage cost 2
signal and image processing 2
signal transduction - genetics 2
signal transduction - physiology 2
skm-snp 2
smile effect 2
snp 2
space-fractional diffusion equations 2
spectral radius 2
spectral smile correction 2
spot interest rates 2
stationary distribution 2
stochastic dynamic programming 2
stratified sampling 2
subtypes 2
subtyping 2
superresolution image reconstruction 2
systems biology 2
systems theory 2
tensor decomposition 2
texture 2
time dimension 2
toeplitz matrices. 2
toeplitz-like structure 2
toeplitz-related matrices 2
total-variation 2
transcription factors - genetics 2
transforms 2
transition matrices 2
travel time 2
traveltime 2
triangular toeplitz matrix 2
undecimated wavelet transforml 2
unidimensional scaling 2
value-at-risk 2
variable splitting method 2
velocity 2
video surveillance 2
wavelet 2
wavelet denoising 2
wavelets 2
weak markov chain process 2
yeasts - genetics 2
15a18 1
15a69 1
4d-var 1
65f25 1
accuracy 1
active learning 1
adaptive filter 1
adaptive weighted 1
affinity calculation 1
affinity propagation 1
agglomerative 1
air quality prediction 1
algorithm 1
alternating direction implicit iteration 1
alternating directions method 1
alternating iterative algorithm 1
alternating minimization algorithm 1
alternating minimization methods 1
alternative directional multiplier method 1
alternative minimization 1
ams(mos) subject classification: 65f10, 65f15, 43e10 1
ams(mos) subject classifications: 45e10, 45l10, 65r20, 65j10 1
anomalous diffusion 1
antitriangular schur form 1
approximate inverse 1
approximation 1
arnoldi process 1
atmospheric imaging 1
attention 1
attribute weighting 1
augmented matrix 1
autoregression models 1
background 1
bag weights estimation 1
banded-splitting smoother 1
bayesian methods 1
between-class scatter 1
bi-nuclear quasi-norm 1
bicluster 1
bilinear low rank matrix factorization (blrmf) 1
bioimage segmentation 1
biological data 1
biological image segmentation 1
biomolecular network analysis 1
bit-depth expansion 1
blind channel identification 1
block laplacian matrix 1
block lower triangular 1
block lower triangular toeplitz matrix 1
block preconditioner 1
block successive overrelaxation 1
block system of equations 1
block triangular toeplitz-like matrix 1
block two-by-two matrices 1
block ε-circulant preconditioner 1
block ϵ-circulant approximation 1
block-toeplitz-toeplitz-block-like matrix 1
blur 1
blur removal 1
bolus delay 1
boundary value methods 1
box constraints 1
box-constraints 1
brand switching 1
buffer storage 1
burgers equation 1
cancer prediction 1
canonical correlation analysis 1
cardiopulmonary resuscitation 1
cartoon 1
categorical 1
categorical datum 1
character generation 1
chromatic aberration 1
circulant 1
circulant integral operator 1
circulant matrices 1
circulant preconditioned conjugate gradient method 1
circulant preconditioner 1
circulant preconditioning 1
circulant tensors 1
classification accuracy 1
cluster interpretation 1
cluster numbers 1
cluster procedure 1
cluster tree 1
cluster validation 1
clustering of multiple graphs 1
co-clustering 1
co-occurrence data 1
co-transfer learning 1
coexpressed genes 1
collective classification 1
color 1
color correction 1
color image 1
color image restoration 1
color images 1
color saturation 1
color space 1
color-to-grayscale 1
colored noise 1
colorization 1
community 1
compressed sensing 1
compressive representation 1
computational complexity 1
computer architecture 1
computer graphics 1
concurrent computing 1
condition estimation 1
condition number 1
condition numbers 1
conjugate gradient (cg) method 1
conjugate gradient for normal equations (cgne) method 1
conjugate gradient method 1
conjugate gradient squares method 1
conjugate gradients 1
consistent maximum likelihood estimation 1
constrained total least squares 1
constraint preconditioner 1
constraint preconditioners 1
constraint preconditioning 1
continuation methods 1
continuous time markov chain 1
contraction 1
contrast 1
contrast enhancement 1
convergence analysis 1
convergence of gmres 1
convergency 1
convex function 1
convexity 1
convolutional neural network 1
copy number variation 1
correlation 1
correlation methods 1
cotransfer learning 1
coupled markov chain 1
coupled markov chains 1
coupled total variation 1
covariance matrix 1
covid-19 1
crank–nicolson adi methods 1
cumulant tensors 1
curvature 1
data analysis 1
data clustering 1
data integration 1
data reduction 1
data streams 1
data warehouse 1
dcc 1
deblussing 1
decision support systems-dss 1
decision trees 1
decolorization 1
decompression 1
deep learning 1
deep reinforcement learning 1
dense region 1
dense regions discovery 1
diagonal matrix 1
diagonal-times-toeplitz matrices 1
diagonalization 1
dictionary 1
dictionary learning 1
dictionary learning (dl) 1
dimension reduction 1
dimensional factorization 1
dimensional splitting 1
dimensionality reduction 1
direct methods 1
directed cyclic network (dcn) 1
directed hypergraph 1
discrete maximum principle 1
discrete transform 1
discretization 1
discriminative topic 1
displacement kernel 1
displacement rank 1
displacement structure 1
divide-and-conquer method 1
divide-and-conquer strategy 1
domain decomposition 1
domain ontology 1
domain selection 1
double markovian regime-switching model 1
doubly stochastic matrices 1
drazin inverse 1
drug–target interaction prediction 1
dual problem 1
edge-preserving 1
eigenvalue and eigenvector 1
eigenvalue bound 1
eigenvalue bounds 1
eigenvalue distribution 1
electrical engineering 1
electromagnetic cavity 1
electronics engineering - electrical engineering 1
energy functional 1
engineering 1
ensemble classifier 1
ensemble kalman filter 1
ensemble methods 1
error bound 1
esscher transform 1
euler lagrange equation 1
exotic options 1
exponential decay 1
fast fourier transforms 1
fast sine transform 1
fast solver 1
feature evaluation and selection 1
feature extraction 1
feature group 1
feature selection 1
feature weight 1
feedback 1
filter matrices 1
finite impulse response (fir) system identification 1
finite impulse response filter 1
finite volume methods 1
first order perturbation bound 1
fmri 1
foley-sammon transform 1
foreground 1
fractional diffusion equation 1
fractional diffusion equations 1
fractional partial differential equations 1
fractional sub-diffusion equations 1
framelet 1
fredholm equations 1
functional linear regression 1
functional module identification 1
fuzzy k-means clustering 1
fuzzy membership function 1
fuzzy membership functions 1
fuzzy modeling 1
fuzzy sets 1
g-norm 1
gait recognition 1
galerkin projection 1
galerkin projection methods 1
gamma correction 1
gene coexpression networks 1
gene ontology (go) 1
gene regulatory network 1
gene selection 1
gene-mirna network 1
generalized cross validation 1
generalized cross validation (gcv) 1
generalized foley-sammon transform 1
generating function 1
genome-wide 1
genomic data 1
geometric knowledge 1
gibbs oscillation 1
global convergence 1
gmres method 1
gohberg--semencul formula 1
gradient 1
gradient method 1
graph 1
graph bi-laplacian 1
graph convolutional network 1
graph laplacian 1
graph signal processing 1
graph-based model 1
graphical model 1
group inverse 1
h1n1 1
half-quadratic regularization 1
hankel matrix 1
hedge weighting 1
helmholtz equation 1
hermitian and skew-hermitian splitting method 1
hermitian matrix 1
heterogeneous domain adaptation 1
heterogeneous transfer learning 1
heterogeneous transfer learning (htl) 1
heuristics 1
hierarchical clustering 1
high dimensional data 1
high dynamic range 1
high-dynamic range imaging 1
high-order finite difference schemes 1
high-order quadrature 1
high-order singular value decomposition 1
high-resolution image reconstruction 1
higher order singular value decomposition 1
histogram equalization 1
histogram transfer 1
homography 1
huber norm 1
huber prior 1
hybrid approach 1
hypergraph 1
hyperspectral data 1
hyperspectral face recognition 1
hyperspectral image analysis 1
hyperspectral image unmixing 1
hyperspectral images (hsis) denoising 1
illumination 1
ilu 1
image annotation 1
image blending 1
image classification 1
image colorization 1
image compression 1
image deconvolution 1
image denoising 1
image enhancement 1
image gradients 1
image processing 1
image recovery 1
image retrieval 1
image segmentation 1
image stitching 1
imbalanced classification 1
implicit linear initial value problem 1
implicit linear multistep formulas 1
impulse noise 1
in-hospital cardiac arrest 1
incremental linear discriminant analysis (ilda) 1
incremental regularized least squares 1
indefinite toeplitz systems 1
index 1
inexact iterations 1
information retrieval 1
initial value problems 1
intelligent systems 1
interactive 1
inverse 1
inverse positive matrix 1
inverse problems 1
irreducible 1
irreducible tensor 1
it z-eigenvalue 1
joint distribution 1
joint probability graph 1
jordan canonical form 1
jpeg 1
k-means algorithm 1
k-means clustering 1
k-modes 1
k-modes cluster 1
kernel 1
kernel density estimation 1
kernel functions 1
knn 1
knowledge-based vsm 1
kolmogorov’s backward equations 1
kronecker product 1
krylov space 1
krylov subspace iterative solver 1
krylov subspace method 1
krylov subspace methods 1
kullback-leibler divergence 1
kurdyka-łojasiewicz property 1
kurdykalojasiewicz inequality 1
l norm data fidelity 1 1
label dependency 1
label ranking 1
label transfer 1
labels propagation 1
labels ranking 1
lad 1
lagrange multiplier 1
lasso 1
latent image bases 1
learned dictionaries 1
learned dictionary 1
learning rate 1
least squares 1
least squares estimations 1
least squares problems 1
least squares regression 1
limiting probability distribution vector 1
linear discriminant analysis (lda). 1
linear inverse problems 1
linear models 1
linear multistep formulas in bv form 1
linear prediction 1
linear spectral unmixing 1
linear system 1
lipschitz regulation 1
lms-newton adaptive filter algorithm 1
local adaptation 1
local hyperplane 1
local mass conservative form 1
local modularity 1
low contrast 1
low-rank approximation 1
low-rank tensor recovery 1
low-resolution image categorization 1
lsqr 1
m-matrix 1
machine-learning methods 1
manifold learning 1
manifold regularization 1
map 1
markov chain with restart 1
mask function 1
matrix algebra 1
matrix computation 1
matrix differentiation 1
matrix functions 1
matrix preconditioner 1
matrix recovery 1
matrix splitting 1
maximum a posteriori estimation 1
maximum likelihood estimation 1
maximum mean discrepancy 1
medical image classification 1
medical images 1
medical imaging 1
medium field 1
methodology 1
metric learning 1
meyer's model 1
microarray 1
microscopy images 1
minimal polynomial 1
minimal positive solution 1
mode 1
modis images 1
module detection 1
module identification 1
moore-penrose inverse 1
mortality risk 1
mover-stayer model 1
mr perfusion 1
mri 1
multi-class 1
multi-densities 1
multi-dimension 1
multi-dimensional network 1
multi-dimensional networks 1
multi-domain association 1
multi-instance learning 1
multi-instance multi-label data 1
multi-instance multi-label learning 1
multi-label 1
multi-label classification 1
multi-label collective classification 1
multi-label learning 1
multi-phase texture segmentation 1
multi-relational data 1
multi-view 1
multi-view clustering 1
multiband matrices 1
multidimensional query language 1
multidimensional shrinkage 1
multidomain 1
multidomain classification 1
multigrid 1
multilabel learning 1
multilinear pagerank 1
multilinear pagerank vector 1
multiphase 1
multiphase region competition 1
multiple graphs clustering 1
multiple graphs cut 1
multiple images 1
multiple linear systems 1
multiple mover-stayer model 1
multiple networks 1
multiplicative half-quadratic regularization 1
multistochastic tensors 1
multivariate polynomial equation 1
multiview clustering 1
navier-stokes equations 1
nearest neighbor 1
neonatal 1
network integration 1
networks 1
neumann boundary condition 1
neural network 1
neurons 1
newton method 1
newton's iteration 1
noise measurement 1
non-convex model 1
non-hermitian matrix 1
non-iid sampling 1
non-lipschitz 1
non-local 1
non-negative tensor 1
non-normal innovations 1
non-rectangular domain 1
non-symmetric toeplitz matrices 1
nonconvex and nonsmooth 1
nonconvex data fitting 1
nonconvex nonsmooth global minimization 1
nonconvex nonsmooth regularization 1
nonlinear network inference 1
nonlinearity 1
nonlocal total variation 1
nonlocal variational model 1
nonnegative data 1
nonnegative irreducible matrix 1
nonnegative matrix 1
nonnegative matrix factorization 1
nonnegative tensors 1
nonparametric approach 1
nonseparable variable coefficients 1
nonsmooth and nonconvex 1
nonsmooth and nonconvex analysis 1
nonsmooth and nonconvex minimization 1
nonsmooth optimization 1
nonsymmetric algebraic riccati equation 1
nonsymmetric indefinite systems 1
nonsymmetric toeplitz matrices 1
normal 1
normal matrix 1
nuclear norm 1
nuclear norm regularization 1
number of clusters 1
numeric data 1
numerical methods for option pricing 1
numerical solution of differential equations 1
olap algebra 1
one-sided space-fractional derivative 1
online learning 1
operations research in telecommunications 1
operator splitting 1
opinion mining 1
optimal solutions 1
optimisation 1
option valuation 1
ordinal scales 1
orthogonal nonnegative matrix factorization 1
orthogonality 1
oseen problem 1
outlier detection 1
outliers 1
overlapping clustering 1
pagerank 1
pan-sharpening 1
parallel algorithms 1
parameter estimation 1
partial bidiagonalization 1
partial magnitudes 1
patched-tubes 1
pcb insertion 1
peaceman–rachford splitting method 1
penalty methods 1
periodic eigenproblem 1
permanent 1
permutation tensors 1
perron complement and perron root 1
perron vector 1
personal communication networks 1
perturbation 1
perturbation analysis 1
perturbation bound 1
peturbation bound 1
phase retrieval 1
poisson noise 1
poisson singular integral 1
polar decomposition 1
polynomial approximation 1
population genetics 1
preconditioned conjugate-gradient-type method 1
preconditioner 1
prediction 1
pregnancy 1
primal-dual algorithm 1
primitive tensor 1
principal component analysis 1
probabilistic boolean network (pbn) model 1
probabilistic boolean networks 1
problem solving 1
production 1
production sequencing 1
prognosis 1
projection method 1
projections 1
properties of minimizers 1
proximal alternating minimization 1
proximal linearized minimization 1
proximal operators 1
proximal optimization 1
quadratic convergence 1
quadratic programming 1
quadratures 1
quantitative perfusion analysis 1
quaternion 1
quaternion svd 1
random blurring function 1
random forest classifier 1
random forests 1
random walk 1
random walk with restart 1
rank deficient 1
ranking 1
rate of convergence 1
rational function 1
rectangular matrices 1
rectangular tensors 1
recursive least squares 1
recursive-based method 1
reflectance 1
region competition 1
registration 1
regression models 1
regularization parameters 1
regularized least squares 1
relations ranking 1
relief 1
representation learning 1
reproducing kernel hilbert space 1
residual learning 1
retinex 1
robust matrix factorization 1
robust tensor completion 1
rosc 1
scalability 1
segmentation 1
selective segmentation 1
semantic relationship 1
semantic similarity measure 1
semismooth newton's methods 1
semisupervised learning 1
sentiment analysis 1
sentiment lexicon 1
sentiment lexicon construction 1
separable 1
sequencing 1
sessions 1
shrunken 1
shrunken centroid 1
signal and image restoration 1
signal prediction 1
signal processing 1
signed graph 1
significant snp selection 1
sinc method 1
sinc-galerkin discretization 1
sinc-galerkin methods 1
sine transform matrix 1
skew-circulant 1
skew-hermitian matrix 1
sliding windows 1
snr 1
space-fractional diffusion equations krylov subspace methods 1
space–time fractional partial differential equation 1
sparse and redundant representations 1
sparse representation 1
spatial regularization 1
spatially variant 1
spatially varying regularization parameters 1
spatially-variant operator 1
spectral analysis 1
spectral clustering 1
spectral clustering (sc) 1
spectral mixture analysis 1
spectral projection 1
splitting 1
splitting iteration method 1
splittings 1
stability and convergence analysis 1
state-space model subnetwork mining 1
statistics 1
stochastic tensor 1
structural similarity index 1
structured matrices 1
structured total least squares 1
student's t-test 1
subspace learning 1
subspace structure 1
successive overrelaxation 1
super-resolution algorithm 1
super-resolution image reconstruction 1
superlinear convergence 1
superresolution 1
supervised dimensionality reduction 1
supervised learning 1
support 1
surface treatment 1
survival 1
svm 1
symmetric indefinite systems 1
symmetric orthogonal 1
symmetric tensors 1
tabu search 1
tangential frequency filtering decomposition 1
tensor block coordinate descent 1
tensor completion 1
tensor equation 1
tensor factorization 1
tensor low rank model 1
tensor nuclear norm 1
tensor representation 1
tensor singular value decomposition 1
tensors 1
term similarity 1
testing 1
text categorization 1
text clustering 1
text mining 1
text-to-image 1
textures 1
the trace ratio optimization problem 1
third-order tensor analysis 1
three-dimensional displays 1
thresholding 1
tikhonov regularization 1
time dependent pdes 1
time-dependent partial differential equation 1
time-dependent space-fractional diffusion equation 1
time-space fractional diffusion equations 1
time–space fractional diffusion equation 1
toeplitz 1
toeplitz least squares problems 1
toeplitz systems 1
toeplitz tensors 1
toeplitz-block matrix 1
toeplitz-like matrices 1
toeplitz-like matrix 1
toeplitz-plus-diagonal matrices 1
toeplitzlike matrix 1
tone mapping 1
tools 1
topic model 1
total least squares 1
total variation (tv) 1
total variation regularization 1
total variational 1
total variational regularization 1
transductive learning 1
transfer learning 1
transferred weight 1
transform approximation 1
transformation function 1
transformed tensor singular value decomposition 1
transition probability matrix 1
transition probability tensor 1
transition probability tensors 1
transitive transfer learning 1
travelling salesman 1
tree classifier 1
truncated structured tucker machine 1
tubal rank 1
two dimensional displays 1
two-dimensional time-dependent nonlocal problems 1
unconditional stability analysis 1
uniqueness 1
unitary transform 1
unlabeled data 1
unsupervised learning 1
unsymmetric block (almost) toeplitz linear systems 1
user access patterns 1
variable coecients 1
variable coefficients 1
variable diffusion coefficients 1
variable weighting 1
variable-splitting 1
variance maximization 1
variational approach 1
variational fusion model 1
variational method 1
variational methods 1
variational model 1
vertical transmission 1
visual tensors 1
visual tracking 1
wasserstein distance 1
waveform relaxation 1
waveform relaxation method 1
wavelet shrinkage 1
weather forecast 1
web information system 1
web mining 1
website topology 1
weighted least squares problem 1
weighted pseudoinverse 1
weighted regularized total least squares 1
weighted tikhonov regularization 1
weighted toeplitz matrices 1
weighting 1
weighting mask functions 1
wiener--hopf equations 1
wiener-hopf equation 1
windowing methods 1
within-class scatter 1
z-matrix 1
zoom super-resolution reconstruction 1
κ-means 1
κ-modes algorithm 1
ℓ -norm ∞ 1
ℓ data fitting 1 1
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Co-Investigators
InvestigatorsNo. of Grants
michalski, joseph ryan 1
wu, jin 1
zhuang, lina 1
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