Class information for:
Level 1: PROJECTION PURSUIT//AUTO ASSOCIATIVE MODELS//DISCRIMINANT SPACE

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
4 4 PSYCHIATRY//PSYCHOLOGY, CLINICAL//PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH 1867560
505 3       PSYCHOLOGY, MATHEMATICAL//APPLIED PSYCHOLOGICAL MEASUREMENT//PSYCHOMETRIKA 22649
3183 2             SLICED INVERSE REGRESSION//SUFFICIENT DIMENSION REDUCTION//CENTRAL SUBSPACE 2293
32278 1                   PROJECTION PURSUIT//AUTO ASSOCIATIVE MODELS//DISCRIMINANT SPACE 154

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PROJECTION PURSUIT authKW 1154001 22% 17% 34
2 AUTO ASSOCIATIVE MODELS authKW 409311 1% 100% 2
3 DISCRIMINANT SPACE authKW 272873 1% 67% 2
4 SPHERING authKW 272873 1% 67% 2
5 2 DIMENSIONAL PROJECTIONS authKW 204656 1% 100% 1
6 AUTOMATIC WATER POLLUTION DETECTION authKW 204656 1% 100% 1
7 BACKGROUND CLUSTER authKW 204656 1% 100% 1
8 BAYES FACTOR CRITERION authKW 204656 1% 100% 1
9 BAYES LINEAR DISCRIMINANT FUNCTION authKW 204656 1% 100% 1
10 BAYESIAN NETWORKS AND ENSEMBLES authKW 204656 1% 100% 1

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 5537 46% 0% 71
2 Computer Science, Artificial Intelligence 708 18% 0% 28
3 Social Sciences, Mathematical Methods 259 5% 0% 8
4 Mathematics, Interdisciplinary Applications 193 8% 0% 13
5 Computer Science, Interdisciplinary Applications 131 8% 0% 13
6 Computer Science, Theory & Methods 126 8% 0% 13
7 Automation & Control Systems 61 5% 0% 7
8 Engineering, Electrical & Electronic 57 14% 0% 21
9 Mathematics, Applied 51 8% 0% 13
10 Psychology, Mathematical 45 1% 0% 2

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 CNRS MODAL TEAM 204656 1% 100% 1
2 DIPARTIMENTO INFORMAT SISTEMAT A RUBERTI 204656 1% 100% 1
3 ESTAD ECONOMETRICA 204656 1% 100% 1
4 SAT PROBABIL THEORY ACTUARIAL MATH 204656 1% 100% 1
5 TOULOUSE ECON GREMAQ IMT 204656 1% 100% 1
6 UN CORDOBA 204656 1% 100% 1
7 UNIV MEXICO IIMAS STAT 204656 1% 100% 1
8 DIPARTIMENTO ECON SOC POLIT 167441 2% 27% 3
9 INVEST ASTRON 68215 1% 17% 2
10 PROJET IS2 40930 1% 20% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 CONTRIBUTIONS TO STATISTICS 5580 3% 1% 4
2 COMPUTATIONAL STATISTICS & DATA ANALYSIS 3274 6% 0% 9
3 STATISTICS AND COMPUTING 2988 3% 0% 4
4 REVISTA MEXICANA DE ASTRONOMIA Y ASTROFISICA 2566 3% 0% 4
5 MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING 2528 2% 0% 3
6 ECONOMETRIC THEORY 2458 3% 0% 4
7 ANNALS OF STATISTICS 1841 4% 0% 6
8 JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 1798 2% 0% 3
9 APPLIED STOCHASTIC MODELS AND DATA ANALYSIS 1676 1% 1% 1
10 ACTA APPLICANDAE MATHEMATICAE 1512 3% 0% 4

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 PROJECTION PURSUIT 1154001 22% 17% 34 Search PROJECTION+PURSUIT Search PROJECTION+PURSUIT
2 AUTO ASSOCIATIVE MODELS 409311 1% 100% 2 Search AUTO+ASSOCIATIVE+MODELS Search AUTO+ASSOCIATIVE+MODELS
3 DISCRIMINANT SPACE 272873 1% 67% 2 Search DISCRIMINANT+SPACE Search DISCRIMINANT+SPACE
4 SPHERING 272873 1% 67% 2 Search SPHERING Search SPHERING
5 2 DIMENSIONAL PROJECTIONS 204656 1% 100% 1 Search 2+DIMENSIONAL+PROJECTIONS Search 2+DIMENSIONAL+PROJECTIONS
6 AUTOMATIC WATER POLLUTION DETECTION 204656 1% 100% 1 Search AUTOMATIC+WATER+POLLUTION+DETECTION Search AUTOMATIC+WATER+POLLUTION+DETECTION
7 BACKGROUND CLUSTER 204656 1% 100% 1 Search BACKGROUND+CLUSTER Search BACKGROUND+CLUSTER
8 BAYES FACTOR CRITERION 204656 1% 100% 1 Search BAYES+FACTOR+CRITERION Search BAYES+FACTOR+CRITERION
9 BAYES LINEAR DISCRIMINANT FUNCTION 204656 1% 100% 1 Search BAYES+LINEAR+DISCRIMINANT+FUNCTION Search BAYES+LINEAR+DISCRIMINANT+FUNCTION
10 BAYESIAN NETWORKS AND ENSEMBLES 204656 1% 100% 1 Search BAYESIAN+NETWORKS+AND+ENSEMBLES Search BAYESIAN+NETWORKS+AND+ENSEMBLES

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 33985 POSTERIOR CLASS PROBABILITIES//ASYMMETRIC CLASSIFICATION PROBLEMS//FISHERS CLASSIFIER
2 31256 PRINCIPAL CURVES//PRINCIPAL MANIFOLD//MODE ESTIMATE SEQUENCE
3 15528 SLICED INVERSE REGRESSION//SUFFICIENT DIMENSION REDUCTION//CENTRAL SUBSPACE
4 21089 EXCESS MASS//SIZER//SET ESTIMATION
5 3148 BREAKDOWN POINT//DATA DEPTH//HALFSPACE DEPTH
6 9146 BANDWIDTH SELECTION//DENSITY ESTIMATION//MEAN INTEGRATED SQUARED ERROR
7 38317 INEXACTIFICATION//BAYESIAN PHILOSOPHY//BAYESIANS ANIMALS AS INFORMAL
8 29804 FLOW AND WATER QUALITY MODELING//HIGH WATER LEVEL FREQUENCY//KAMLA MILLS
9 5343 MODEL BASED CLUSTERING//MIXTURE MODEL//EM ALGORITHM
10 37331 MAPPING OF MULTIDIMENSIONAL DATA//PROBABILISTIC ESTIMATE//METHOD OF PARTICLES

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