Class information for:
Level 1: GENERALIZED DIRICHLET//GENERALIZED DIRICHLET DISTRIBUTION//LIOUVILLE FAMILY OF 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
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
35480 1                   GENERALIZED DIRICHLET//GENERALIZED DIRICHLET DISTRIBUTION//LIOUVILLE FAMILY OF DISTRIBUTIONS 111

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 GENERALIZED DIRICHLET authKW 2555431 11% 75% 12
2 GENERALIZED DIRICHLET DISTRIBUTION authKW 2181145 12% 59% 13
3 LIOUVILLE FAMILY OF DISTRIBUTIONS authKW 851812 3% 100% 3
4 CIISE address 845930 15% 18% 17
5 CONCORDIA INFORMAT SYST ENGN address 721371 26% 9% 29
6 BETA LIOUVILLE authKW 638858 3% 75% 3
7 CONCORDIA INFORMAT SYST ENGN CIISE address 567875 2% 100% 2
8 FACTORIZED APPROXIMATION authKW 567875 2% 100% 2
9 IMAGE DATABASE SUMMARIZATION authKW 567875 2% 100% 2
10 IMAGES CATEGORIZATION authKW 567875 2% 100% 2

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 5926 60% 0% 67
2 Statistics & Probability 527 17% 0% 19
3 Engineering, Electrical & Electronic 419 37% 0% 41
4 Computer Science, Information Systems 405 16% 0% 18
5 Computer Science, Theory & Methods 286 14% 0% 16
6 Computer Science, Hardware & Architecture 128 6% 0% 7
7 Computer Science, Interdisciplinary Applications 86 8% 0% 9
8 Computer Science, Software Engineering 72 6% 0% 7
9 Imaging Science & Photographic Technology 64 4% 0% 4
10 Operations Research & Management Science 53 5% 0% 6

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 CIISE 845930 15% 18% 17
2 CONCORDIA INFORMAT SYST ENGN 721371 26% 9% 29
3 CONCORDIA INFORMAT SYST ENGN CIISE 567875 2% 100% 2
4 CONCORDIA INFORMAT ENGN CIISE 283937 1% 100% 1
5 DRUG CLINCAL 283937 1% 100% 1
6 GRP BIOSTAT DATA MANAGEMENT 283937 1% 100% 1
7 GRP INTEGRAT GENOM 283937 1% 100% 1
8 VASANT VIHAR AREA 283937 1% 100% 1
9 BIOINFORMAT GENOM INTEGRAT GENET BIO 141968 1% 50% 1
10 DSIC ITI 94644 1% 33% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 3695 4% 0% 4
2 PATTERN ANALYSIS AND APPLICATIONS 3370 3% 0% 3
3 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 3250 5% 0% 6
4 SORT-STATISTICS AND OPERATIONS RESEARCH TRANSACTIONS 2133 1% 1% 1
5 DATA MINING AND KNOWLEDGE DISCOVERY 1849 2% 0% 2
6 ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 1724 4% 0% 4
7 JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 1498 3% 0% 3
8 PATTERN RECOGNITION 1445 5% 0% 6
9 ADVANCES IN DATA ANALYSIS AND CLASSIFICATION 1306 1% 0% 1
10 NEURAL PROCESSING LETTERS 1091 2% 0% 2

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 GENERALIZED DIRICHLET 2555431 11% 75% 12 Search GENERALIZED+DIRICHLET Search GENERALIZED+DIRICHLET
2 GENERALIZED DIRICHLET DISTRIBUTION 2181145 12% 59% 13 Search GENERALIZED+DIRICHLET+DISTRIBUTION Search GENERALIZED+DIRICHLET+DISTRIBUTION
3 LIOUVILLE FAMILY OF DISTRIBUTIONS 851812 3% 100% 3 Search LIOUVILLE+FAMILY+OF+DISTRIBUTIONS Search LIOUVILLE+FAMILY+OF+DISTRIBUTIONS
4 BETA LIOUVILLE 638858 3% 75% 3 Search BETA+LIOUVILLE Search BETA+LIOUVILLE
5 FACTORIZED APPROXIMATION 567875 2% 100% 2 Search FACTORIZED+APPROXIMATION Search FACTORIZED+APPROXIMATION
6 IMAGE DATABASE SUMMARIZATION 567875 2% 100% 2 Search IMAGE+DATABASE+SUMMARIZATION Search IMAGE+DATABASE+SUMMARIZATION
7 IMAGES CATEGORIZATION 567875 2% 100% 2 Search IMAGES+CATEGORIZATION Search IMAGES+CATEGORIZATION
8 INFINITE MIXTURE MODELS 567875 2% 100% 2 Search INFINITE+MIXTURE+MODELS Search INFINITE+MIXTURE+MODELS
9 GENERALIZED DIRICHLET MIXTURE 511085 3% 60% 3 Search GENERALIZED+DIRICHLET+MIXTURE Search GENERALIZED+DIRICHLET+MIXTURE
10 PROPORTIONAL DATA 417548 5% 29% 5 Search PROPORTIONAL+DATA Search PROPORTIONAL+DATA

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 38007 KATEDRA ELEKTROTECH ELEKT//L 1 IMPULSES//WYDZIAL INZYNIERII ELEKT KOMPUTEROWEJ
2 5343 MODEL BASED CLUSTERING//MIXTURE MODEL//EM ALGORITHM
3 38317 INEXACTIFICATION//BAYESIAN PHILOSOPHY//BAYESIANS ANIMALS AS INFORMAL
4 24942 MEAN FIELD VARIATIONAL BAYES//EXPECTATION PROPAGATION//GAUSSIAN BELIEF PROPAGATION GABP
5 19991 STAT COMPUTAT//MATRIX VARIATE//ZONAL POLYNOMIALS
6 24554 COMPOSITIONAL DATA//ISOMETRIC LOG RATIO TRANSFORMATION//LOG RATIO TRANSFORMATION
7 8004 BAYESIAN NONPARAMETRICS//DIRICHLET PROCESS//NONPARAMETRIC BAYES
8 37841 VIBROARTHROGRAPHY//KNEE JOINT SOUNDS//PHYSIOLOGICAL PATELLOFEMORAL CREPITUS
9 22920 NUMERICAL ATTRIBUTES//SUPERVISED DISCRETIZATION//DISCRETIZATION
10 1181 CONTENT BASED IMAGE RETRIEVAL//IMAGE RETRIEVAL//RELEVANCE FEEDBACK

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