Class information for:
Level 1: TRIPLET MARKOV CHAINS//ITERATIVE CONDITIONAL ESTIMATION//AUTOLOGISTIC DISTRIBUTION

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
9871 1048 24.6 49%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
1409 7552 DIRICHLET PROCESS//MARKOV CHAIN MONTE CARLO//BAYESIAN NONPARAMETRICS

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 TRIPLET MARKOV CHAINS Author keyword 15 82% 1% 9
2 ITERATIVE CONDITIONAL ESTIMATION Author keyword 11 69% 1% 9
3 AUTOLOGISTIC DISTRIBUTION Author keyword 9 83% 0% 5
4 MARKOV RANDOM FIELDS Author keyword 9 11% 7% 75
5 REMOTE SENSING IMAGE PROC FUS GRP Address 8 70% 1% 7
6 AUTOLOGISTIC MODEL Author keyword 8 46% 1% 13
7 AUTO MODELS Author keyword 6 80% 0% 4
8 CNRSUMR 5157 Address 6 53% 1% 8
9 GENERALIZED MIXTURE ESTIMATION Author keyword 4 67% 0% 4
10 PAIRWISE MARKOV CHAIN Author keyword 4 67% 0% 4

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 TRIPLET MARKOV CHAINS 15 82% 1% 9 Search TRIPLET+MARKOV+CHAINS Search TRIPLET+MARKOV+CHAINS
2 ITERATIVE CONDITIONAL ESTIMATION 11 69% 1% 9 Search ITERATIVE+CONDITIONAL+ESTIMATION Search ITERATIVE+CONDITIONAL+ESTIMATION
3 AUTOLOGISTIC DISTRIBUTION 9 83% 0% 5 Search AUTOLOGISTIC+DISTRIBUTION Search AUTOLOGISTIC+DISTRIBUTION
4 MARKOV RANDOM FIELDS 9 11% 7% 75 Search MARKOV+RANDOM+FIELDS Search MARKOV+RANDOM+FIELDS
5 AUTOLOGISTIC MODEL 8 46% 1% 13 Search AUTOLOGISTIC+MODEL Search AUTOLOGISTIC+MODEL
6 AUTO MODELS 6 80% 0% 4 Search AUTO+MODELS Search AUTO+MODELS
7 GENERALIZED MIXTURE ESTIMATION 4 67% 0% 4 Search GENERALIZED+MIXTURE+ESTIMATION Search GENERALIZED+MIXTURE+ESTIMATION
8 PAIRWISE MARKOV CHAIN 4 67% 0% 4 Search PAIRWISE+MARKOV+CHAIN Search PAIRWISE+MARKOV+CHAIN
9 PICKARD RANDOM FIELDS 4 67% 0% 4 Search PICKARD+RANDOM+FIELDS Search PICKARD+RANDOM+FIELDS
10 TRIPLET MARKOV FIELDS 4 67% 0% 4 Search TRIPLET+MARKOV+FIELDS Search TRIPLET+MARKOV+FIELDS

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 GIBBS RANDOM FIELDS 39 51% 5% 55
2 MULTICLASS SEGMENTATION 11 100% 1% 6
3 MARKOV RANDOM FIELDS 8 14% 5% 57
4 FIELD LIKE APPROXIMATIONS 7 53% 1% 10
5 BAYESIAN RECONSTRUCTIONS 6 80% 0% 4
6 TRIPLET MARKOV FIELDS 6 80% 0% 4
7 TEXTURED IMAGES 6 29% 2% 17
8 MULTIRESOLUTION OPTIMAL INTERPOLATION 6 100% 0% 4
9 LIKELIHOOD HYPERPARAMETER ESTIMATION 4 75% 0% 3
10 TRIPLET MARKOV CHAINS 4 75% 0% 3

Journals

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
An innovative support vector machine based method for contextual image classification 2014 3 6 50%
Statistical-mechanical approach to image processing 2002 72 60 57%
Multiresolution Markov models for signal and image processing 2002 118 197 33%
CONSTRAINED MONTE-CARLO MAXIMUM-LIKELIHOOD FOR DEPENDENT DATA 1992 320 35 17%
Automatic recognition of maize cell types using context information 2005 0 6 67%
Degradation identification and model parameter estimation in discontinuity-adaptive visual reconstruction 2002 7 53 45%
Applications of noncausal Gauss-Markov random field models in image and video processing 2007 0 19 47%
PATTERN-RECOGNITION 1987 0 4 100%
Edge-preserving restoration in 2-D fluorescence microscopy 1996 0 38 37%
EDGE-PRESERVING RESTORATION OF LOW-LIGHT-LEVEL MICROSCOPE IMAGES 1995 0 11 36%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 REMOTE SENSING IMAGE PROC FUS GRP 8 70% 0.7% 7
2 CNRSUMR 5157 6 53% 0.8% 8
3 CITI 3 11% 2.7% 28
4 UMR 5157 3 21% 1.1% 12
5 REMOTE SENSING SCI PLICAT 1 50% 0.2% 2
6 UP 2600 1 50% 0.2% 2
7 TECNOL INFORMAT COMPUTAC 1 20% 0.5% 5
8 GET INT 1 25% 0.3% 3
9 CIENCIA COMPUTAC INTELIGENCIA ARTIFICIAL 1 11% 0.6% 6
10 SAMOS 1 11% 0.6% 6

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000194025 FEATURELESS OBJECTS//CIRCULANT SYMMETRY//EDGE TRANSFORMATION
2 0.0000153951 TEXTURE CLASSIFICATION//TEXTURE SEGMENTATION//FRACTAL DESCRIPTORS
3 0.0000117906 COOLING SCHEDULES//FINITE TIME PERFORMANCE//ADAPTIVE COOLING SCHEDULE
4 0.0000106206 COUPLING FROM THE PAST//ADAPTIVE MARKOV CHAIN MONTE CARLO//GEOMETRIC ERGODICITY
5 0.0000099991 MULTILEVEL THRESHOLDING//IMAGE THRESHOLDING//THRESHOLDING
6 0.0000089088 ROBOT INFORMAT TECHNOL//CONTENT PRESENTATION//ONLINE MUSEUMS
7 0.0000088470 BRAIN EXTRACTION//TALAIRACH TRANSFORMATION//SKULL STRIPPING
8 0.0000082523 KNOWLEDGE INSTINCT//NEURAL MODELING FIELDS//COGNITIVE DISSONANCES
9 0.0000079954 CODISPERSION COEFFICIENT//UNILATERAL PROCESSES//UNIT ROOT MODELS
10 0.0000076898 SPECKLE REDUCTION//DESPECKLING//SIGNAL PROC REMOTE CONTROL