Class information for:
Level 1: DISTRIBUTION MIXTURES//MAXIMAL PREDICTIVE CLASSIFICATION//MIXTURE OF MULTIVARIATE BERNOULLI DISTRIBUTIONS

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
17 4 BIOCHEMISTRY & MOLECULAR BIOLOGY//MICROBIOLOGY//JOURNAL OF BACTERIOLOGY 725599
235 3       INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY//MICROBIOLOGY//POLYPHASIC TAXONOMY 48268
885 2             INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY//POLYPHASIC TAXONOMY//YUNNAN MICROBIOL 11596
35462 1                   DISTRIBUTION MIXTURES//MAXIMAL PREDICTIVE CLASSIFICATION//MIXTURE OF MULTIVARIATE BERNOULLI DISTRIBUTIONS 112

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 DISTRIBUTION MIXTURES authKW 1125605 5% 67% 6
2 MAXIMAL PREDICTIVE CLASSIFICATION authKW 562804 2% 100% 2
3 MIXTURE OF MULTIVARIATE BERNOULLI DISTRIBUTIONS authKW 562804 2% 100% 2
4 MULTIVARIATE BERNOULLI DISTRIBUTIONS authKW 562804 2% 100% 2
5 PRODUCT MIXTURES authKW 375202 2% 67% 2
6 SEQUENTIAL EM ALGORITHM authKW 375202 2% 67% 2
7 BAHADUR LAZARSFELD EXPANSIONS authKW 281402 1% 100% 1
8 BAYESIAN RISK CONSISTENCY authKW 281402 1% 100% 1
9 CENSUS DATA PRESENTATION authKW 281402 1% 100% 1
10 CLASSIFICATION MAXIMUM LIKELIHOOD ESTIMATE authKW 281402 1% 100% 1

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Cybernetics 632 7% 0% 8
2 Computer Science, Artificial Intelligence 496 18% 0% 20
3 Computer Science, Theory & Methods 247 13% 0% 15
4 Microbiology 226 20% 0% 22
5 Computer Science, Interdisciplinary Applications 221 13% 0% 14
6 Mathematical & Computational Biology 155 7% 0% 8
7 Statistics & Probability 136 9% 0% 10
8 Medical Informatics 86 4% 0% 4
9 Psychology, Mathematical 64 2% 0% 2
10 Engineering, Electrical & Electronic 39 13% 0% 15

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 HAUTE ECOLE CHARLEROI EUROPE 281402 1% 100% 1
2 COMP LEARNING ROYAL HOLLOWAY 93799 1% 33% 1
3 INFORMAT THEORY AUTOMAT 33492 10% 1% 11
4 NSF MICROBIAL ECOL 10048 1% 4% 1
5 ROLF NEVANLINNA 6147 2% 1% 2
6 ELECT ENGN INFORMAT TECHNOL MATH 5768 2% 1% 2
7 MSU DOE PLANT 1714 1% 1% 1
8 NUCL SCI PHYS ENGN 1422 3% 0% 3
9 HIIT 1384 1% 0% 1
10 HELSINKI UNIV CENT HOSP 1260 1% 0% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 BINARY-COMPUTING IN MICROBIOLOGY 53880 3% 6% 3
2 KYBERNETIKA 7834 6% 0% 7
3 COMPUTER APPLICATIONS IN THE BIOSCIENCES 4945 4% 0% 4
4 MEASUREMENT TECHNIQUES 3402 4% 0% 5
5 JOURNAL OF CLASSIFICATION 2381 2% 0% 2
6 STATISTICAL ANALYSIS AND DATA MINING 2114 1% 1% 1
7 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 1480 4% 0% 5
8 SANKHYA-THE INDIAN JOURNAL OF STATISTICS SERIES B 1471 1% 1% 1
9 INTERNATIONAL JOURNAL OF BIO-MEDICAL COMPUTING 1386 2% 0% 2
10 WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY 1384 1% 0% 1

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 DISTRIBUTION MIXTURES 1125605 5% 67% 6 Search DISTRIBUTION+MIXTURES Search DISTRIBUTION+MIXTURES
2 MAXIMAL PREDICTIVE CLASSIFICATION 562804 2% 100% 2 Search MAXIMAL+PREDICTIVE+CLASSIFICATION Search MAXIMAL+PREDICTIVE+CLASSIFICATION
3 MIXTURE OF MULTIVARIATE BERNOULLI DISTRIBUTIONS 562804 2% 100% 2 Search MIXTURE+OF+MULTIVARIATE+BERNOULLI+DISTRIBUTIONS Search MIXTURE+OF+MULTIVARIATE+BERNOULLI+DISTRIBUTIONS
4 MULTIVARIATE BERNOULLI DISTRIBUTIONS 562804 2% 100% 2 Search MULTIVARIATE+BERNOULLI+DISTRIBUTIONS Search MULTIVARIATE+BERNOULLI+DISTRIBUTIONS
5 PRODUCT MIXTURES 375202 2% 67% 2 Search PRODUCT+MIXTURES Search PRODUCT+MIXTURES
6 SEQUENTIAL EM ALGORITHM 375202 2% 67% 2 Search SEQUENTIAL+EM+ALGORITHM Search SEQUENTIAL+EM+ALGORITHM
7 BAHADUR LAZARSFELD EXPANSIONS 281402 1% 100% 1 Search BAHADUR+LAZARSFELD+EXPANSIONS Search BAHADUR+LAZARSFELD+EXPANSIONS
8 BAYESIAN RISK CONSISTENCY 281402 1% 100% 1 Search BAYESIAN+RISK+CONSISTENCY Search BAYESIAN+RISK+CONSISTENCY
9 CENSUS DATA PRESENTATION 281402 1% 100% 1 Search CENSUS+DATA+PRESENTATION Search CENSUS+DATA+PRESENTATION
10 CLASSIFICATION MAXIMUM LIKELIHOOD ESTIMATE 281402 1% 100% 1 Search CLASSIFICATION+MAXIMUM+LIKELIHOOD+ESTIMATE Search CLASSIFICATION+MAXIMUM+LIKELIHOOD+ESTIMATE

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 35480 GENERALIZED DIRICHLET//GENERALIZED DIRICHLET DISTRIBUTION//LIOUVILLE FAMILY OF DISTRIBUTIONS
2 20230 RAOULTELLA PLANTICOLA//LECLERCIA ADECARBOXYLATA//RAOULTELLA
3 28356 BACTERIOLOGICAL CODE//APPROVED LISTS OF BACTERIAL NAMES//BIOMED PHYS SCI
4 13510 RAPID ANTIBIOTIC SUSCEPTIBILITY TEST//JOURNAL OF CLINICAL MICROBIOLOGY//AUTO SCAN W A
5 19406 BIODIVERSITY INFORMATICS//BIOCASE//DIGITARIUM
6 33985 POSTERIOR CLASS PROBABILITIES//ASYMMETRIC CLASSIFICATION PROBLEMS//FISHERS CLASSIFIER
7 28362 A A MARKOV//A N KOLMOGOROV//JACOB BERNOULLIS THEOREM
8 23165 PYROLYSIS MASS SPECTROMETRY//CURIE POINT PYROLYSIS MASS SPECTROMETRY//FERMENTER BROTHS
9 26489 REGULAR MINIMALITY//STIMULUS SPACE//FECHNERIAN SCALING
10 5343 MODEL BASED CLUSTERING//MIXTURE MODEL//EM ALGORITHM

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