Class information for:
Level 1: SURVIVAL TREE//DECISION TREE//RECURSIVE PARTITIONING

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
148 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//ROUGH SETS 65230
1215 2             ROUGH SETS//DATA MINING//ASSOCIATION RULES 9433
14666 1                   SURVIVAL TREE//DECISION TREE//RECURSIVE PARTITIONING 785

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SURVIVAL TREE authKW 483432 2% 71% 17
2 DECISION TREE authKW 296807 18% 5% 142
3 RECURSIVE PARTITIONING authKW 177742 4% 14% 31
4 REGRESSION TREE authKW 155872 5% 9% 43
5 NEURAL TREES authKW 131386 1% 55% 6
6 OBLIQUE DECISION TREE authKW 125457 1% 63% 5
7 POST PRUNING authKW 120442 0% 100% 3
8 CASCADE GENERALIZATION authKW 90330 0% 75% 3
9 BREAKTHROUGH INDEX authKW 80295 0% 100% 2
10 CALIBRATED INITIAL VALUES authKW 80295 0% 100% 2

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 13863 32% 0% 255
2 Computer Science, Artificial Intelligence 13480 35% 0% 271
3 Mathematical & Computational Biology 3325 12% 0% 96
4 Medical Informatics 2687 7% 0% 58
5 Computer Science, Interdisciplinary Applications 1259 11% 0% 89
6 Computer Science, Theory & Methods 1021 10% 0% 82
7 Computer Science, Information Systems 577 8% 0% 60
8 Engineering, Electrical & Electronic 355 15% 0% 116
9 Operations Research & Management Science 351 5% 0% 41
10 Computer Science, Cybernetics 256 2% 0% 14

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ABT ENERGIESYST BEIDE 40147 0% 100% 1
2 ACACIAS 4 40147 0% 100% 1
3 AGNY EVALUAC TECHNOL SANITARIA 40147 0% 100% 1
4 ARTIFICIAL INTELLIGENCE TECHNOL MODELLING GRP 40147 0% 100% 1
5 CHAIR KNOWLEDGE ENGN 40147 0% 100% 1
6 COHERIS SPAD 40147 0% 100% 1
7 COMP INF SC 40147 0% 100% 1
8 CVGIP 40147 0% 100% 1
9 D ESTADIST INV OPERAT 40147 0% 100% 1
10 DIREZ CENT STAT POPULAZ TERR 40147 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMPUTATIONAL STATISTICS & DATA ANALYSIS 12051 5% 1% 39
2 MACHINE LEARNING 10272 2% 1% 18
3 JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 8818 2% 1% 15
4 STATISTICS IN MEDICINE 7039 5% 0% 36
5 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 6022 6% 0% 50
6 PATTERN RECOGNITION 5090 4% 0% 30
7 CONTRIBUTIONS TO STATISTICS 4369 1% 1% 8
8 BIOMETRICS 3139 2% 0% 19
9 ANNALS OF APPLIED STATISTICS 2924 1% 1% 8
10 STATISTICAL ANALYSIS AND DATA MINING 2711 0% 2% 3

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 SURVIVAL TREE 483432 2% 71% 17 Search SURVIVAL+TREE Search SURVIVAL+TREE
2 DECISION TREE 296807 18% 5% 142 Search DECISION+TREE Search DECISION+TREE
3 RECURSIVE PARTITIONING 177742 4% 14% 31 Search RECURSIVE+PARTITIONING Search RECURSIVE+PARTITIONING
4 REGRESSION TREE 155872 5% 9% 43 Search REGRESSION+TREE Search REGRESSION+TREE
5 NEURAL TREES 131386 1% 55% 6 Search NEURAL+TREES Search NEURAL+TREES
6 OBLIQUE DECISION TREE 125457 1% 63% 5 Search OBLIQUE+DECISION+TREE Search OBLIQUE+DECISION+TREE
7 POST PRUNING 120442 0% 100% 3 Search POST+PRUNING Search POST+PRUNING
8 CASCADE GENERALIZATION 90330 0% 75% 3 Search CASCADE+GENERALIZATION Search CASCADE+GENERALIZATION
9 BREAKTHROUGH INDEX 80295 0% 100% 2 Search BREAKTHROUGH+INDEX Search BREAKTHROUGH+INDEX
10 CALIBRATED INITIAL VALUES 80295 0% 100% 2 Search CALIBRATED+INITIAL+VALUES Search CALIBRATED+INITIAL+VALUES

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 22920 NUMERICAL ATTRIBUTES//SUPERVISED DISCRETIZATION//DISCRETIZATION
2 3424 BOOSTING//BAGGING//MULTIPLE CLASSIFIER SYSTEMS
3 18741 CONCEPT DRIFT//DATA STREAMS//DATA STREAM CLASSIFICATION
4 30577 AUTOGRAM BASED SPECIFICATION OF CONTROL UNITS//CONSTANT FAULTS//DESIGN OF RELIABLE CONTROL UNITS
5 20414 RULE EXTRACTION//KNOWLEDGE INSERTION//RULE EXTRACTION FROM NEURAL NETWORKS
6 13142 IMBALANCED DATASETS//IMBALANCED DATA//CLASS IMBALANCE
7 9536 INDUCTIVE LOGIC PROGRAMMING//SUBGROUP DISCOVERY//STATISTICAL RELATIONAL LEARNING
8 21583 MULTI GROUP CLASSIFICATION//LINEAR STATISTICAL MODELS//MULTI CRITERIA LINEAR PROGRAMMING
9 11135 EXPLAINED VARIATION//TUFTS CTSI//DICHOTOMIZATION
10 33952 MODULAR CLASSIFICATION RULE INDUCTION//BIOSECURITIZATION//ELECTROMAGNETIC INDUCTION IMAGINE EMT

Go to start page