Class information for:
Level 1: INDUCTIVE INFERENCE//GRAMMATICAL INFERENCE//IDENTIFICATION IN THE LIMIT

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
149 3       COMPUTER SCIENCE, THEORY & METHODS//LECTURE NOTES IN COMPUTER SCIENCE//COMPUTER SCIENCE, SOFTWARE ENGINEERING 65076
1649 2             THEORETICAL COMPUTER SCIENCE//FORMAL LANGUAGES//DESCRIPTIONAL COMPLEXITY 7191
10509 1                   INDUCTIVE INFERENCE//GRAMMATICAL INFERENCE//IDENTIFICATION IN THE LIMIT 1087

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 INDUCTIVE INFERENCE authKW 2501626 12% 65% 133
2 GRAMMATICAL INFERENCE authKW 1210774 6% 61% 69
3 IDENTIFICATION IN THE LIMIT authKW 408412 2% 78% 18
4 EURISE address 348550 2% 52% 23
5 PATTERN LANGUAGES authKW 331328 2% 57% 20
6 LEARNING IN THE LIMIT authKW 299076 1% 74% 14
7 MIND CHANGES authKW 231942 1% 100% 8
8 ACTIVE AUTOMATA LEARNING authKW 144964 0% 100% 5
9 IDENTIFICATION IN THE LIMIT FROM POSITIVE DATA authKW 144964 0% 100% 5
10 MULTIPLICITY AUTOMATA authKW 144964 0% 100% 5

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Theory & Methods 36398 50% 0% 544
2 Computer Science, Artificial Intelligence 20192 36% 0% 390
3 Computer Science, Information Systems 3414 15% 0% 164
4 Logic 2270 3% 0% 35
5 Computer Science, Software Engineering 2160 11% 0% 116
6 Computer Science, Hardware & Architecture 1917 8% 0% 84
7 Mathematics, Applied 1101 14% 0% 149
8 History & Philosophy of Science 190 2% 0% 17
9 Philosophy 125 2% 0% 21
10 Computer Science, Cybernetics 85 1% 0% 10

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 EURISE 348550 2% 52% 23
2 LOG KOMPLEXITAT DEDUKT SYST 126044 1% 43% 10
3 SYDNEY KENSINGTON 86978 0% 100% 3
4 COMMERCIALISAT 65887 0% 45% 5
5 EA 3588 57985 0% 100% 2
6 HUMANITIES 4 89 57985 0% 100% 2
7 INGI 48315 0% 33% 5
8 ALGORITHMS COMPLEX 1 45294 0% 31% 5
9 HBEREICH INFORMAT 38895 3% 5% 29
10 ALBERTA INGENU MACHINE LEARNING 38656 0% 67% 2

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 INFORMATION AND COMPUTATION 79031 7% 4% 77
2 THEORETICAL COMPUTER SCIENCE 61546 14% 1% 152
3 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 56301 16% 1% 179
4 JOURNAL OF COMPUTER AND SYSTEM SCIENCES 36286 5% 2% 53
5 MACHINE LEARNING 23463 3% 3% 32
6 LECTURE NOTES IN COMPUTER SCIENCE 7011 14% 0% 148
7 INFORMATION AND CONTROL 6930 1% 3% 9
8 JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE 5351 1% 2% 11
9 INFORMATION PROCESSING LETTERS 5181 3% 1% 34
10 NEW GENERATION COMPUTING 4780 1% 2% 10

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 INDUCTIVE INFERENCE 2501626 12% 65% 133 Search INDUCTIVE+INFERENCE Search INDUCTIVE+INFERENCE
2 GRAMMATICAL INFERENCE 1210774 6% 61% 69 Search GRAMMATICAL+INFERENCE Search GRAMMATICAL+INFERENCE
3 IDENTIFICATION IN THE LIMIT 408412 2% 78% 18 Search IDENTIFICATION+IN+THE+LIMIT Search IDENTIFICATION+IN+THE+LIMIT
4 PATTERN LANGUAGES 331328 2% 57% 20 Search PATTERN+LANGUAGES Search PATTERN+LANGUAGES
5 LEARNING IN THE LIMIT 299076 1% 74% 14 Search LEARNING+IN+THE+LIMIT Search LEARNING+IN+THE+LIMIT
6 MIND CHANGES 231942 1% 100% 8 Search MIND+CHANGES Search MIND+CHANGES
7 ACTIVE AUTOMATA LEARNING 144964 0% 100% 5 Search ACTIVE+AUTOMATA+LEARNING Search ACTIVE+AUTOMATA+LEARNING
8 IDENTIFICATION IN THE LIMIT FROM POSITIVE DATA 144964 0% 100% 5 Search IDENTIFICATION+IN+THE+LIMIT+FROM+POSITIVE+DATA Search IDENTIFICATION+IN+THE+LIMIT+FROM+POSITIVE+DATA
9 MULTIPLICITY AUTOMATA 144964 0% 100% 5 Search MULTIPLICITY+AUTOMATA Search MULTIPLICITY+AUTOMATA
10 RECURSION THEORY 137687 2% 25% 19 Search RECURSION+THEORY Search RECURSION+THEORY

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 11783 PAC LEARNING//COMPUTATIONAL LEARNING THEORY//LEHRSTUHL MATH INFORMAT
2 16262 STATISTICAL MACHINE TRANSLATION//MACHINE TRANSLATION//COMPUTATIONAL LINGUISTICS
3 13450 STATE COMPLEXITY//DESCRIPTIONAL COMPLEXITY//FINITE AUTOMATA
4 37426 STRING KERNELS//LEARNING WITH SEQUENTIAL DATA//SEQUENCE KERNELS
5 31528 CRYPTOG COGNIT INFORMAT GRP//COGNITIVE INFORMATION SYSTEMS//SYNTACTIC PATTERN RECOGNITION
6 36794 LAMBEK CALCULUS//PREGROUP GRAMMARS//CATEGORIAL GRAMMARS
7 35692 PARTIALLY CONNECTED NEURAL NETWORK//ADAPTIVE DATABASE SYSTEMS//AI BASED DESIGN
8 20425 ORDER SORTED LOGIC//FEATURE LOGIC//CONTEXT FREE TREE GRAMMAR
9 21063 TREE EDIT DISTANCE//TREE MINING//UNORDERED TREES
10 17141 INFORMATION EXTRACTION//WRAPPER INDUCTION//WEB DATA EXTRACTION

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