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Clustering de séries temporelles
Regroupement automatique de séries temporelles similaires sans supervision, afin de découvrir les motifs et structures naturels dans les données temporelles.
Classement
86 modèles au total
Benchmarks
CIFAR-10
MNIST
AE+GIT
STL-10
ImageNet-10
Citeseer
Cora
ORL
MvDSCN
HandWritten
BDGP
CIFAR-20
ImageNet-Dogs
Scene-15
CIFAR-100
COIL-20
DEKM
USPS
Reuters
CIFAR10
coil-100
Fashion
Fruit
pendigits
100 leaves
ALOI
CALTECH-101
Card
CCV
HW
MSRC-V1
Stanford-Cars
Stanford-Dogs
WIKI
Amazon-Photo
DLPFC
WebKB
ABO-LC
CIFAR10-MC
CUB-Birds
LandUse-21
Oxford Flowers
ALOI-100
Bank 77
BBCSport
Clinc-150
Fashion-MNIST
AE+GIT
Hdigit
JAFFE
Noisy-MNIST
YouTubeFace
Breast-Cancer
Caltech 101-7
Caltech-2V
Caltech101-20
ENZYMES
MNIST-USPS
NUS-WIDE
Synthetic3d
Airway
Boxes
Chinese customer service intent clustering dataset
cmu_faces
D31
Events2012
Events2018
HAR
Iris
lactate
letterrec.
MVTec-AD
optdigits
Scene
SUN RGB-D
Tiny-ImageNet
AIDS
AWA
BBC
Bills
Caltech-5V
CUB
Face-V5
HBC
Massive
MTD
MTOP
Ogbn-Arxiv
Ogbn-products
Olivetti face
Proteins
Reddit
REDDIT-MULTI-5K
socialmuse24
UCI-digit
Wikipedia
Yale
Amazon
Animal
CMU-PIE
DBLP
Dermatology
Digits
E. coli
F-mnist
FERET
GoEmo
IAPR
MBA
MERFISH
Mfeat
Mpeg7
MSRC
MSRCV2
NGs
NUS
NUSWIDEOBJ
olivetti
Palm
Pathbased
Pubmed
R15
STARmap
Synthetic (K=2)
Twitter
Visium
Winnipeg
Yaleface
3Sources
abalone
AMAP
BANKING
BAT
Brain
Caltech-3V
Caltech101-all
Chess-KRVK
CIFAR
CIFAR100-20
CLINC
cmc
CMUface
d = 10
d = 5
D1
D2
D3
D4
D6
D7
D8
D9
ESP-Game
Flickr
ImageNet
ImageNet-1K
Keck
Lung
Magic
MDAS
Miniboone
MIR Flickr
mouse brain dataset
MUUFL
PEAL
QSAR-Bio
Robot-Navigate
Sat
Seeds
Segment
Semeion
SIFT
Spambase
Stack-Overflow
Steel-Plates
Trento
UAT
UCI
Vowel
wbc
Weiz
Wisconsin
YoutubeVideo
YTF-100
YTF-20
Zoo
100Leaves-2V
20-Newsgroups
ACM
ALOI-10
arXivAI
arXivCS
Augsburg
BBCSports
BBCSports-2V
Beans
Berlin
BRCA
BZR
Caltech-4V
car
Chameleon
CIFAR 10
CIFAR-100-20
CUB-200-2011
CV
DD
DSTC-12
DTD
EAT
Event
Flowers
Food-101
Fruit360
Human Breast Cancer
human lymph node dataset
HW2
HWU
IBL test dataset
IMDB-BINARY
Keck gesture dataset
Letters
LGG
M-Image
MAB
Moon
MUTAG
Neurons V1
Notting-Hill
outdoor scene
OW-DFA-40
Oxford Flower
Oxford 102 Flower
Oxford-IIIT Pet
Oxford-IIIT-Pets
Patent
PBMC
Prokaryotic
RING
School
SS
Texas
UCF-101
UCF-11 YouTube action dataset
VGG Face
Weizmann action dataset
XuZhou
Youtube
YTF-10
1
10
100Leaves-3V
11
12
13
14
15
151508
151509
151510
151671
16
17
17Flowers
18
19
2
20
20NG
3
3Source
4
5
6
7
75Flowers
8
9
A-V
Abstract
ACM2
adult
AdventureWorks
AG-News
AGWX
AGWY
AGWZ
AID
ALO1_100
ALOI-1000
Aloideep
Aloideep3v
Amazon-Computer
AN
AP
AR
ARL Polarimetric Thermal Face Dataset
Arxiv
AwA_fea
balance-scale
bank
Banking Market
Baron_Human
BBCSports-3V
BDGPEA
Beef
Birth-30K
Bladder
blobs
BlogCatalog
BM
border
Botswana
breast
C -> A
Cal-5V
CALTE7
Caltech
Caltech-256
Caltech102-5
Caltech2M
Caltech3M
Caltech7-5
Caltech7-5V
Captions
Cards
CBF
CC
Celltype
CHB-MIT
Children Book
Chinese Art
CIF10Tra4
CIFAR-10-2
CIFAR10-All
CIFAR100-4
COIL
COIL-10
COIL20MV
COLLAB
Communities and Crime
Computer
Contemporary Art
Cornell
COX2
Credit Card
CricketX
CricketY
CricketZ
Cross-Task
CV(3)
DERMATO
DHFR
Diabetes
Diaphragm
Dioni→Loukia
DLD
Dry Bean
DT
Dublin
ECGFiveDays
EMNIST
energy-y2
English Twitter
ESP
Event8
Expand-30K
Extended Yale-B
EYaleB10
Face four
FaceAll
FacesUCR
Fashion-2V
FASHMINST
FasMNI4V
FiftyWords
Flip-Flop RNNs
Flower-17
FordB
ForestTypes
French Twitter
FRGC
Fructus Aurantii Disease Dataset
Fructus Aurantii Pest Dataset
G-S
G-T
G-TS
Gesture
GMAD3
GPOVY
GPZ1
GPZ2
HandWrite
HandWritten-2V
Heart
Hide-100K
HLN
Houston13→Houston18
Houston18→Houston13
HUH
Human Glioblastoma
Human Lymph Node A1 Section
Human Tonsil
Human Tonsil with Add-on Antibodies
Human_ESC
HW_6Views
HW-6V
HW4
I-DA
ImageNet10-2
IMDB
ImgNetDogs-15
Industrial Motor Assembly Dataset
infinite MNIST
ISOLET
Kdd9
KIPAN
KUST-BTD
KUST-CBD
KUST-CED
KUST-CLD
KUST-CTD
KUST-CVD
KUST-ETD
landsatEW
LandUse-2V
Large-scale neural calcium imaging dataset
Leaves
Lightning7
Limb_Muscle
Lorenz Systems
Loukia→Dioni
Lung-Discrete
M-DA
M1
M2
M3
M4
M5
M6
M7
Mag
Magento
MCID
MDSA
ME
ME E9.5
Meat
Merge-100K
mfea-fac
MIntRec
MIT-Indoor67
MMI
ModelNet
ModelNet-40
MoteStrain
Mouse Brain Anterior
Movies
MP
MPOAG
MRSC
MSRA25
MSRCV
Multi-model Action Detection dataset
MusicBrainz
MVC
N-MNIST
NCI1
Newthyroid
NHface
NoiyMNIST
NTU2012
NU
NUS-WIDE-OBJECT
NUS-WIDE-SCENE
NUS22
NUSOBJECT
OB
optical_test
ORLRaws10p
OSU leaf
Out-Scene
Oxford4
PaviaC→PaviaU
PaviaU→PaviaC
PDM Attractors
pengleukEW
PFold
PGWZ
Photo
PIE
Postures
PPTW
ProteinFold
PTC_FM
PTC-MR
Questions
R2
R5
Real
REDDIT-M-12K
REU7200
Reuters-10k
Reuters-2V
Salinas
SARS1
SARS2
SB
SC
Scene-2V
Sci-Fi
Searchsnippets
semeionEW
SensIT Vehicle
SGWZ
ShapeletSim
ShapesAll
SM
SM-BIO
SM-BIO-SY
SM-BIO-SY(10)
SM-BIO(9)
SM(7)
SN
SN(2)
Soccer
soybean_test
Spatial Multi-modal Omics Simulation Dataset
spatial multi-omics simulation dataset
Spleen
Squirrel
SSBM
Stack Exchange
StackO
Standford Cars
Stl10-fea
SwedishLeaf
Symbols
SYN-FIX
SYN-VAR
Syn. Gauss.
Syn. Transf.
synthetic
T-A
TaxoBench-CS
THUCNews
thyroid
TinyImgNet-200
TPC-E
Trachea
TS2
TT
TUH
Tumor
TWEET
Tweet12
Tweet18
TwoPatterns
UCM
UT interaction dataset
VGGFace2-50
VGGFACEFIFTY
VGGFACEHUND
Video Game
vote
Waveform
Wiki Art
Wiki_fea
wine
WS
Yahoo! Answers
Yale3
Yelp
YOUTUBEACE
YouTubeFace_sel
YouTubeFace10
YouTubeFace50
YTB10
YTF
YTF-200
YtVideo
Zafar
Zeisel
ZO