Class information for:
Level 1: INDUCTIVE LOGIC PROGRAMMING//SUBGROUP DISCOVERY//STATISTICAL RELATIONAL LEARNING

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
9536 1                   INDUCTIVE LOGIC PROGRAMMING//SUBGROUP DISCOVERY//STATISTICAL RELATIONAL LEARNING 1177

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 INDUCTIVE LOGIC PROGRAMMING authKW 2618314 12% 67% 145
2 SUBGROUP DISCOVERY authKW 1105432 4% 81% 51
3 STATISTICAL RELATIONAL LEARNING authKW 559667 3% 58% 36
4 PROBABILISTIC LOGIC PROGRAMMING authKW 421706 2% 75% 21
5 MACHINE LEARNING journal 315571 10% 10% 122
6 DISTRIBUTION SEMANTICS authKW 240981 1% 100% 9
7 LOGIC PROGRAMS WITH ANNOTATED DISJUNCTIONS authKW 240981 1% 100% 9
8 PREDICATE INVENTION authKW 223127 1% 83% 10
9 RELATIONAL LEARNING authKW 217557 3% 25% 32
10 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE journal 193688 29% 2% 345

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 101316 76% 0% 900
2 Computer Science, Theory & Methods 10984 27% 0% 315
3 Computer Science, Information Systems 4027 16% 0% 185
4 Logic 1634 3% 0% 31
5 Computer Science, Software Engineering 1237 8% 0% 93
6 Computer Science, Cybernetics 508 2% 0% 24
7 Computer Science, Hardware & Architecture 443 4% 0% 44
8 Computer Science, Interdisciplinary Applications 180 4% 0% 47
9 Automation & Control Systems 156 3% 0% 33
10 Robotics 81 1% 0% 10

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 LANGUAGES SYST AREA 80327 0% 100% 3
2 MEMEMEDIA 53551 0% 100% 2
3 DIPARTIMENTO INFORMAT 48691 6% 2% 75
4 KNOWLEDGE DISCOVERY TEAM 35700 0% 67% 2
5 LS 8 35700 0% 67% 2
6 ARTIFICIAL INTELLIGENCE PL COMP SCI GRP 26776 0% 100% 1
7 BIOSTAT MED INFORMT 26776 0% 100% 1
8 CNRS INPT UPS UTM UMR5505 UT1 26776 0% 100% 1
9 COMP INFORMAT SC 26776 0% 100% 1
10 COMP SCI ARTIFICIAL INTELLIGENCE LS VIII 26776 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MACHINE LEARNING 315571 10% 10% 122
2 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 193688 29% 2% 345
3 THEORY AND PRACTICE OF LOGIC PROGRAMMING 31952 2% 5% 24
4 NEW GENERATION COMPUTING 19509 2% 3% 21
5 ARTIFICIAL INTELLIGENCE 14727 3% 2% 36
6 DATA MINING AND KNOWLEDGE DISCOVERY 14117 2% 3% 18
7 JOURNAL OF INTELLIGENT INFORMATION SYSTEMS 13935 2% 3% 18
8 AI COMMUNICATIONS 12639 1% 3% 16
9 APPLIED ARTIFICIAL INTELLIGENCE 10148 2% 2% 19
10 JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH 9415 2% 2% 18

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 INDUCTIVE LOGIC PROGRAMMING 2618314 12% 67% 145 Search INDUCTIVE+LOGIC+PROGRAMMING Search INDUCTIVE+LOGIC+PROGRAMMING
2 SUBGROUP DISCOVERY 1105432 4% 81% 51 Search SUBGROUP+DISCOVERY Search SUBGROUP+DISCOVERY
3 STATISTICAL RELATIONAL LEARNING 559667 3% 58% 36 Search STATISTICAL+RELATIONAL+LEARNING Search STATISTICAL+RELATIONAL+LEARNING
4 PROBABILISTIC LOGIC PROGRAMMING 421706 2% 75% 21 Search PROBABILISTIC+LOGIC+PROGRAMMING Search PROBABILISTIC+LOGIC+PROGRAMMING
5 DISTRIBUTION SEMANTICS 240981 1% 100% 9 Search DISTRIBUTION+SEMANTICS Search DISTRIBUTION+SEMANTICS
6 LOGIC PROGRAMS WITH ANNOTATED DISJUNCTIONS 240981 1% 100% 9 Search LOGIC+PROGRAMS+WITH+ANNOTATED+DISJUNCTIONS Search LOGIC+PROGRAMS+WITH+ANNOTATED+DISJUNCTIONS
7 PREDICATE INVENTION 223127 1% 83% 10 Search PREDICATE+INVENTION Search PREDICATE+INVENTION
8 RELATIONAL LEARNING 217557 3% 25% 32 Search RELATIONAL+LEARNING Search RELATIONAL+LEARNING
9 PROPOSITIONALIZATION 191249 1% 71% 10 Search PROPOSITIONALIZATION Search PROPOSITIONALIZATION
10 PROBLOG 160654 1% 100% 6 Search PROBLOG Search PROBLOG

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 35692 PARTIALLY CONNECTED NEURAL NETWORK//ADAPTIVE DATABASE SYSTEMS//AI BASED DESIGN
3 31330 INT WEB INTELLIGENCE CONSORTIUM WIC//CYBER I//CYBER INDIVIDUAL
4 22121 LEARNING CLASSIFIER SYSTEMS//XCS//XCSF
5 11783 PAC LEARNING//COMPUTATIONAL LEARNING THEORY//LEHRSTUHL MATH INFORMAT
6 2064 ASSOCIATION RULES//DATA MINING//FREQUENT ITEMSETS
7 21063 TREE EDIT DISTANCE//TREE MINING//UNORDERED TREES
8 14666 SURVIVAL TREE//DECISION TREE//RECURSIVE PARTITIONING
9 27887 RINKER//CRISP DM//CONJECTURABLE RULES
10 32363 LOGICAL ANALYSIS OF DATA//LOGICAL ANALYSIS OF DATA LAD//MONOTONE CLASSIFICATION

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