Class information for:
Level 1: MEAN FIELD VARIATIONAL BAYES//EXPECTATION PROPAGATION//GAUSSIAN PROCESSES MODEL

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
27706 183 30.7 43%


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 MEAN FIELD VARIATIONAL BAYES Author keyword 11 100% 3% 6
2 EXPECTATION PROPAGATION Author keyword 5 26% 8% 15
3 GAUSSIAN PROCESSES MODEL Author keyword 2 67% 1% 2
4 NONCONJUGATE MODELS Author keyword 2 67% 1% 2
5 OZONE CONCENTRATION PREDICTION Author keyword 2 67% 1% 2
6 VARIATIONAL APPROXIMATION Author keyword 2 14% 7% 13
7 HIERARCHICAL CENTERING Author keyword 2 43% 2% 3
8 BAYESIAN PROBIT MODEL Author keyword 1 100% 1% 2
9 EVOLVING GAUSSIAN PROCESS MODEL Author keyword 1 100% 1% 2
10 PROBABILISTIC REGRESSION Author keyword 1 100% 1% 2

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 MEAN FIELD VARIATIONAL BAYES 11 100% 3% 6 Search MEAN+FIELD+VARIATIONAL+BAYES Search MEAN+FIELD+VARIATIONAL+BAYES
2 EXPECTATION PROPAGATION 5 26% 8% 15 Search EXPECTATION+PROPAGATION Search EXPECTATION+PROPAGATION
3 GAUSSIAN PROCESSES MODEL 2 67% 1% 2 Search GAUSSIAN+PROCESSES+MODEL Search GAUSSIAN+PROCESSES+MODEL
4 NONCONJUGATE MODELS 2 67% 1% 2 Search NONCONJUGATE+MODELS Search NONCONJUGATE+MODELS
5 OZONE CONCENTRATION PREDICTION 2 67% 1% 2 Search OZONE+CONCENTRATION+PREDICTION Search OZONE+CONCENTRATION+PREDICTION
6 VARIATIONAL APPROXIMATION 2 14% 7% 13 Search VARIATIONAL+APPROXIMATION Search VARIATIONAL+APPROXIMATION
7 HIERARCHICAL CENTERING 2 43% 2% 3 Search HIERARCHICAL+CENTERING Search HIERARCHICAL+CENTERING
8 BAYESIAN PROBIT MODEL 1 100% 1% 2 Search BAYESIAN+PROBIT+MODEL Search BAYESIAN+PROBIT+MODEL
9 EVOLVING GAUSSIAN PROCESS MODEL 1 100% 1% 2 Search EVOLVING+GAUSSIAN+PROCESS+MODEL Search EVOLVING+GAUSSIAN+PROCESS+MODEL
10 PROBABILISTIC REGRESSION 1 100% 1% 2 Search PROBABILISTIC+REGRESSION Search PROBABILISTIC+REGRESSION

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 GAUSSIAN PROCESS CLASSIFICATION 5 55% 3% 6
2 PROCESS CLASSIFICATION 3 45% 3% 5
3 SMOOTH MIXTURES 1 50% 1% 1
4 VARIATIONAL INFERENCE 1 20% 2% 3
5 PROCESS REGRESSION 0 14% 2% 3
6 LATENT GAUSSIAN MODELS 0 33% 1% 1
7 RANDOM EFFECTS SELECTION 0 33% 1% 1
8 APPROXIMATE INFERENCE 0 12% 2% 3
9 BAYESIAN CLASSIFICATION 0 11% 1% 2
10 DEVIANCE INFORMATION CRITERION 0 17% 1% 1

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
A review of deterministic approximate inference techniques for Bayesian machine learning 2013 1 22 32%

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 INFORMAT ENGN ENGN 1 50% 0.5% 1
2 MORI ARINORI HIGHER EDUC GLOBAL MOBIL 1 50% 0.5% 1
3 COMP NEUROENGN 0 25% 0.5% 1
4 ADV MAGNET IMAGING AMI 0 20% 0.5% 1
5 ERL 8196 0 17% 0.5% 1
6 GRP ELECT ENGN 0 17% 0.5% 1
7 MATH SCI COMPLEX 0 17% 0.5% 1
8 ENGN PROC EQUIPMENT REMFG 0 13% 0.5% 1
9 INRIA FUTURS PROJECTS SELECT 0 100% 0.5% 1
10 MATH BAT 425 0 100% 0.5% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000173868 INTRINSIC PRIORS//BAYES FACTOR//INTRINSIC BAYES FACTOR
2 0.0000160866 GENERALIZATION ERROR//LINEAR PERCEPTRON//GENERAL THEORETICAL AND MATHEMATICAL BIOPHYSICS INC LOGIC OF BIOSYSTEMS QUANTUM BIOLOGY AND RELEVANT ASPEC
3 0.0000153998 CANTABRIAN BASIN AUTHOR//STATISTICAL LEARNING TECHNIQUES//TWO SCALE DISCRETIZATION
4 0.0000118359 TIME DEPENDENT QUANTUM SYSTEMS//THEROET PHYS//DSM SERV PHYS THEOR
5 0.0000117668 TRANSFER LEARNING//MULTITASK LEARNING//DOMAIN ADAPTATION
6 0.0000106451 MODEL BASED CLUSTERING//MIXTURE MODELS//NONPARAMETRIC MIXTURE
7 0.0000103696 CORRELATED MUTATIONS//CONTACT PREDICTION//CONTACT MAP PREDICTION
8 0.0000096432 ERYTHROID GENES//THERMOBIOL//ACLARUBICIN
9 0.0000094204 ADAPTIVE NETWORKS//DIFFUSION ADAPTATION//DISTRIBUTED ESTIMATION
10 0.0000089351 DIRICHLET PROCESS//BAYESIAN NONPARAMETRICS//POSTERIOR CONSISTENCY