Class information for:
Level 1: DEPENDENT MIXTURE MODEL//HMM WITH ADDITIVE WHITE GAUSSIAN NOISE//MIXED HIDDEN MARKOV MODELS

Basic class information

Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes

The table includes all classes above and classes immediately below the current class.



Cluster id Level Cluster label #P
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
23 3       STATISTICS & PROBABILITY//STAT//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 119395
1464 2             DIRICHLET PROCESS//BAYESIAN NONPARAMETRICS//MARKOV CHAIN MONTE CARLO 8006
33401 1                   DEPENDENT MIXTURE MODEL//HMM WITH ADDITIVE WHITE GAUSSIAN NOISE//MIXED HIDDEN MARKOV MODELS 139

Terms with highest relevance score



rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 DEPENDENT MIXTURE MODEL authKW 453482 1% 100% 2
2 HMM WITH ADDITIVE WHITE GAUSSIAN NOISE authKW 453482 1% 100% 2
3 MIXED HIDDEN MARKOV MODELS authKW 453482 1% 100% 2
4 PREDICTION ERROR REPRESENTATION authKW 453482 1% 100% 2
5 VITERBI EXTRACTION authKW 453482 1% 100% 2
6 VITERBI TRAINING authKW 340108 2% 50% 3
7 HIDDEN MARKOV MODEL authKW 276137 40% 2% 56
8 ALCOHOLISM CLINICAL TRIAL authKW 226741 1% 100% 1
9 ARMA COVARIANCES authKW 226741 1% 100% 1
10 BIOSTAT SCI SOCIAL SCI HLTH POLICY address 226741 1% 100% 1

Web of Science journal categories



chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 12529 73% 0% 101
2 Social Sciences, Mathematical Methods 1186 12% 0% 16
3 Mathematical & Computational Biology 589 12% 0% 17
4 Psychology, Mathematical 330 4% 0% 5
5 Biology 134 9% 0% 13
6 Mathematics, Interdisciplinary Applications 99 6% 0% 9
7 Automation & Control Systems 69 5% 0% 7
8 Medical Informatics 67 3% 0% 4
9 Computer Science, Interdisciplinary Applications 66 6% 0% 9
10 Computer Science, Information Systems 28 4% 0% 6

Address terms



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 BIOSTAT SCI SOCIAL SCI HLTH POLICY 226741 1% 100% 1
2 CASE COURRIER 051 226741 1% 100% 1
3 EA 720 226741 1% 100% 1
4 GREQAM UMR 7316CENT MARSEILLE 226741 1% 100% 1
5 INTERUNIV PUBL SERV CRISP 226741 1% 100% 1
6 PROBABIL STAT MOSELISAT 226741 1% 100% 1
7 PUBL HLTH SCISECT SOCIAL BEHAV SCI 226741 1% 100% 1
8 SCORING 226741 1% 100% 1
9 UMR 5157 TELECOM 226741 1% 100% 1
10 UNIT PSYCHOMETR 226741 1% 100% 1

Journals



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ANNALS OF STATISTICS 4600 6% 0% 9
2 BERNOULLI 4374 4% 0% 5
3 JOURNAL OF EDUCATIONAL AND BEHAVIORAL STATISTICS 4117 2% 1% 3
4 BIOMETRICS 4008 6% 0% 9
5 ESAIM-PROBABILITY AND STATISTICS 3889 1% 1% 2
6 JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS 3494 2% 1% 3
7 SOCIOLOGICAL METHODS & RESEARCH 2697 2% 0% 3
8 SCANDINAVIAN JOURNAL OF STATISTICS 2527 3% 0% 4
9 ANNALS OF APPLIED STATISTICS 2329 2% 0% 3
10 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 2264 5% 0% 7

Author Key Words



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 DEPENDENT MIXTURE MODEL 453482 1% 100% 2 Search DEPENDENT+MIXTURE+MODEL Search DEPENDENT+MIXTURE+MODEL
2 HMM WITH ADDITIVE WHITE GAUSSIAN NOISE 453482 1% 100% 2 Search HMM+WITH+ADDITIVE+WHITE+GAUSSIAN+NOISE Search HMM+WITH+ADDITIVE+WHITE+GAUSSIAN+NOISE
3 MIXED HIDDEN MARKOV MODELS 453482 1% 100% 2 Search MIXED+HIDDEN+MARKOV+MODELS Search MIXED+HIDDEN+MARKOV+MODELS
4 PREDICTION ERROR REPRESENTATION 453482 1% 100% 2 Search PREDICTION+ERROR+REPRESENTATION Search PREDICTION+ERROR+REPRESENTATION
5 VITERBI EXTRACTION 453482 1% 100% 2 Search VITERBI+EXTRACTION Search VITERBI+EXTRACTION
6 VITERBI TRAINING 340108 2% 50% 3 Search VITERBI+TRAINING Search VITERBI+TRAINING
7 HIDDEN MARKOV MODEL 276137 40% 2% 56 Search HIDDEN+MARKOV+MODEL Search HIDDEN+MARKOV+MODEL
8 ALCOHOLISM CLINICAL TRIAL 226741 1% 100% 1 Search ALCOHOLISM+CLINICAL+TRIAL Search ALCOHOLISM+CLINICAL+TRIAL
9 ARMA COVARIANCES 226741 1% 100% 1 Search ARMA+COVARIANCES Search ARMA+COVARIANCES
10 CHILDHOOD OBESITY INTERVENTION 226741 1% 100% 1 Search CHILDHOOD+OBESITY+INTERVENTION Search CHILDHOOD+OBESITY+INTERVENTION

Core articles

The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.

Classes with closest relation at Level 1



rank cluster_id2 link
1 26889 MATRIX EXPONENTIAL DISTRIBUTION//PHASE TYPE DISTRIBUTION//RATIONAL ARRIVAL PROCESSES
2 5343 MODEL BASED CLUSTERING//MIXTURE MODEL//EM ALGORITHM
3 19481 ION CHANNEL MODELING//TIME INTERVAL OMISSION//FAST GATING
4 32281 SHANNON MCMILLAN THEOREM//BIFURCATING AUTOREGRESSIVE PROCESS//STRONG DEVIATION THEOREM
5 10855 STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL//MULTIVARIATE BEHAVIORAL RESEARCH//CLASS ENUMERATION
6 14756 TIME SERIES OF COUNTS//INAR MODELS//BINOMIAL THINNING
7 17661 DIRECTIONAL DATA//CIRCULAR DATA//VON MISES DISTRIBUTION
8 7202 BAYES FACTOR//INTRINSIC PRIORS//INTRINSIC BAYES FACTOR
9 5674 PARTICLE FILTER//SEQUENTIAL MONTE CARLO//NONLINEAR FILTERING
10 19993 MANPOWER PLANNING//STOCHASTIC POPULATION SYSTEMS//STAT OPERAT SECT

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