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

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
10371 1069 24.0 32%


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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
621 3       MEMBRANE COMPUTING//THEORETICAL COMPUTER SCIENCE//LOGIC 13680
1059 2             MEMBRANE COMPUTING//THEORETICAL COMPUTER SCIENCE//P SYSTEMS 10031
10371 1                   INDUCTIVE INFERENCE//GRAMMATICAL INFERENCE//IDENTIFICATION IN THE LIMIT 1069

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 INDUCTIVE INFERENCE authKW 2401461 12% 65% 130
2 GRAMMATICAL INFERENCE authKW 1238513 7% 62% 70
3 IDENTIFICATION IN THE LIMIT authKW 358890 2% 74% 17
4 PATTERN LANGUAGES authKW 326415 2% 57% 20
5 EURISE address 321477 2% 51% 22
6 LEARNING IN THE LIMIT authKW 294641 1% 74% 14
7 MIND CHANGES authKW 228503 1% 100% 8
8 LOG KOMPLEXITAT DEDUKT SYST address 150254 1% 48% 11
9 IDENTIFICATION IN THE LIMIT FROM POSITIVE DATA authKW 142814 0% 100% 5
10 MULTIPLICITY AUTOMATA authKW 142814 0% 100% 5

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Computer Science, Theory & Methods 33874 49% 0% 522
2 Computer Science, Artificial Intelligence 21149 37% 0% 393
3 Computer Science, Information Systems 3542 15% 0% 164
4 Logic 2056 3% 0% 33
5 Computer Science, Software Engineering 1816 10% 0% 106
6 Computer Science, Hardware & Architecture 1725 7% 0% 79
7 Mathematics, Applied 1160 14% 0% 151
8 History & Philosophy of Science 195 2% 0% 17
9 Philosophy 91 2% 0% 18
10 Computer Science, Cybernetics 70 1% 0% 9

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 EURISE 321477 2% 51% 22
2 LOG KOMPLEXITAT DEDUKT SYST 150254 1% 48% 11
3 SYDNEY KENSINGTON 85689 0% 100% 3
4 COMMERCIALISAT 64910 0% 45% 5
5 EA 3588 57126 0% 100% 2
6 HUMANITIES 4 89 57126 0% 100% 2
7 WEB INFORMAT TECHNOL WIT 57126 0% 100% 2
8 INGI 47598 0% 33% 5
9 ALGORITHMS COMPLEX 1 44623 0% 31% 5
10 HBEREICH INFORMAT 44429 3% 5% 31

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 INFORMATION AND COMPUTATION 72134 7% 3% 73
2 THEORETICAL COMPUTER SCIENCE 63201 14% 1% 154
3 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 56146 17% 1% 180
4 JOURNAL OF COMPUTER AND SYSTEM SCIENCES 35360 5% 2% 52
5 MACHINE LEARNING 20740 3% 2% 30
6 INFORMATION AND CONTROL 6827 1% 3% 9
7 LECTURE NOTES IN COMPUTER SCIENCE 5987 13% 0% 138
8 JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE 5598 1% 2% 11
9 INFORMATION PROCESSING LETTERS 5155 3% 1% 34
10 NEW GENERATION COMPUTING 4773 1% 2% 10

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 INDUCTIVE INFERENCE 2401461 12% 65% 130 Search INDUCTIVE+INFERENCE Search INDUCTIVE+INFERENCE
2 GRAMMATICAL INFERENCE 1238513 7% 62% 70 Search GRAMMATICAL+INFERENCE Search GRAMMATICAL+INFERENCE
3 IDENTIFICATION IN THE LIMIT 358890 2% 74% 17 Search IDENTIFICATION+IN+THE+LIMIT Search IDENTIFICATION+IN+THE+LIMIT
4 PATTERN LANGUAGES 326415 2% 57% 20 Search PATTERN+LANGUAGES Search PATTERN+LANGUAGES
5 LEARNING IN THE LIMIT 294641 1% 74% 14 Search LEARNING+IN+THE+LIMIT Search LEARNING+IN+THE+LIMIT
6 MIND CHANGES 228503 1% 100% 8 Search MIND+CHANGES Search MIND+CHANGES
7 IDENTIFICATION IN THE LIMIT FROM POSITIVE DATA 142814 0% 100% 5 Search IDENTIFICATION+IN+THE+LIMIT+FROM+POSITIVE+DATA Search IDENTIFICATION+IN+THE+LIMIT+FROM+POSITIVE+DATA
8 MULTIPLICITY AUTOMATA 142814 0% 100% 5 Search MULTIPLICITY+AUTOMATA Search MULTIPLICITY+AUTOMATA
9 RECURSION THEORY 137454 2% 25% 19 Search RECURSION+THEORY Search RECURSION+THEORY
10 GRAMMAR INDUCTION 120957 1% 35% 12 Search GRAMMAR+INDUCTION Search GRAMMAR+INDUCTION

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.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 LANGE, S , ZEUGMANN, T , ZILLES, S , (2008) LEARNING INDEXED FAMILIES OF RECURSIVE LANGUAGES FROM POSITIVE DATA: A SURVEY.THEORETICAL COMPUTER SCIENCE. VOL. 397. ISSUE 1-3. P. 194 -232 50 93% 19
2 DE LA HIGUERA, C , (2005) A BIBLIOGRAPHICAL STUDY OF GRAMMATICAL INFERENCE.PATTERN RECOGNITION. VOL. 38. ISSUE 9. P. 1332 -1348 47 71% 70
3 ZEUGMANN, T , ZILLES, S , (2008) LEARNING RECURSIVE FUNCTIONS: A SURVEY.THEORETICAL COMPUTER SCIENCE. VOL. 397. ISSUE 1-3. P. 4 -56 36 88% 12
4 FERNAU, H , (2007) LEARNING TREE LANGUAGES FROM TEXT.RAIRO-THEORETICAL INFORMATICS AND APPLICATIONS. VOL. 41. ISSUE 4. P. 351 -374 32 94% 0
5 NG, YK , SHINOHARA, T , (2008) DEVELOPMENTS FROM ENQUIRIES INTO THE LEARNABILITY OF THE PATTERN LANGUAGES FROM POSITIVE DATA.THEORETICAL COMPUTER SCIENCE. VOL. 397. ISSUE 1-3. P. 150-165 29 91% 19
6 JAIN, S , (2011) HYPOTHESIS SPACES FOR LEARNING.INFORMATION AND COMPUTATION. VOL. 209. ISSUE 3. P. 513-527 24 96% 1
7 CARLUCCI, L , CASE, J , (2013) ON THE NECESSITY OF U-SHAPED LEARNING.TOPICS IN COGNITIVE SCIENCE. VOL. 5. ISSUE 1. P. 56-88 31 66% 3
8 REIDENBACH, D , (2008) DISCONTINUITIES IN PATTERN INFERENCE.THEORETICAL COMPUTER SCIENCE. VOL. 397. ISSUE 1-3. P. 166-193 19 100% 9
9 FREYDENBERGER, DD , REIDENBACH, D , (2013) INFERRING DESCRIPTIVE GENERALISATIONS OF FORMAL LANGUAGES.JOURNAL OF COMPUTER AND SYSTEM SCIENCES. VOL. 79. ISSUE 5. P. 622-639 17 100% 1
10 CASE, J , KOTZING, T , (2016) STRONGLY NON-U-SHAPED LANGUAGE LEARNING RESULTS BY GENERAL TECHNIQUES.INFORMATION AND COMPUTATION. VOL. 251. ISSUE . P. 1 -15 17 89% 0

Classes with closest relation at Level 1


Rank Class id link
1 23266 STATISTICAL MACHINE TRANSLATION//MACHINE TRANSLATION//WORD ALIGNMENT
2 37103 PARTIAL ENUMERATED SET//ACCEPTABLE NUMERATION//CONSTRUCTIVE FUNCTOR
3 4232 PAC LEARNING//LEARNING THEORY//COMPUTATIONAL LEARNING THEORY
4 22964 GRAPH GRAMMARS//COGNITIVE INFORMATION SYSTEMS//CRYPTOG COGNIT INFORMAT GRP
5 11887 STATE COMPLEXITY//DESCRIPTIONAL COMPLEXITY//FINITE AUTOMATA
6 22970 CONTEXT FREE TREE GRAMMAR//CONTEXTUAL GRAMMARS//PARSING SCHEMATA
7 35708 TREE KERNELS//RATIONAL KERNELS//STRING KERNELS
8 24140 CONTEXT UNIFICATION//SECOND ORDER UNIFICATION//WORD EQUATIONS
9 17660 INFORMATION EXTRACTION//WEB DATA EXTRACTION//WRAPPER INDUCTION
10 31530 INT GRP CHAOS STUDIES//INDUCTIVE TURING MACHINE//SUPER RECURSIVE ALGORITHMS

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