Class information for:
Level 1: TESTOR THEORY//GUHA METHOD//NON REDUCIBLE DESCRIPTORS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
32287 141 20.9 24%


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
211 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//DATA MINING 51632
235 2             COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FEATURE SELECTION//MACHINE LEARNING 20237
32287 1                   TESTOR THEORY//GUHA METHOD//NON REDUCIBLE DESCRIPTORS 141

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 TESTOR THEORY authKW 1082821 4% 100% 5
2 GUHA METHOD authKW 974536 4% 75% 6
3 NON REDUCIBLE DESCRIPTORS authKW 649692 2% 100% 3
4 LOGICAL COMBINATORIAL PATTERN RECOGNITION authKW 495000 3% 57% 4
5 GUHA authKW 433128 1% 100% 2
6 LOGICAL COMBINATORIAL APPROACH authKW 433128 1% 100% 2
7 OVERLAPPING CLUSTERING ALGORITHMS authKW 433128 1% 100% 2
8 TESTOR authKW 433128 1% 100% 2
9 TIPYCAL TESTORS authKW 433128 1% 100% 2
10 4FT MINER PROCEDURE authKW 216564 1% 100% 1

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, Artificial Intelligence 4988 49% 0% 69
2 Computer Science, Cybernetics 1352 9% 0% 13
3 Computer Science, Theory & Methods 993 23% 0% 33
4 Ergonomics 639 6% 0% 9
5 Computer Science, Information Systems 248 11% 0% 16
6 Imaging Science & Photographic Technology 118 4% 0% 6
7 Psychology 103 6% 0% 9
8 History & Philosophy of Science 88 3% 0% 4
9 Computer Science, Interdisciplinary Applications 65 6% 0% 9
10 Philosophy 63 4% 0% 5

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 CHINA ENGN TECHNOL COMP INTELLIGENCE DA 216564 1% 100% 1
2 CZECH REPUBL TRANSPORTAT 216564 1% 100% 1
3 EURO MISE 216564 1% 100% 1
4 SORBONNE UNIVCNRSUMR 8213LPEM 216564 1% 100% 1
5 PATTERN RECOGNIT DATA MIN 144373 1% 33% 2
6 PARKS ENGN AVIAT 139215 2% 21% 3
7 GRP RECERCA PROCESSAMENT MULTIMODAL ENGN ARQUIT 108281 1% 50% 1
8 NANOICT 108281 1% 50% 1
9 CIENCIAS COMPUTAC INGN 72187 1% 33% 1
10 EA 4383 72187 1% 33% 1

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 SYSTEMS RESEARCH AND INFORMATION SCIENCE 19686 1% 9% 1
2 INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES 18312 6% 1% 9
3 SCIENTIA 12029 1% 6% 1
4 NEURAL NETWORK WORLD 7380 3% 1% 4
5 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 2945 11% 0% 15
6 IEEE EXPERT-INTELLIGENT SYSTEMS & THEIR APPLICATIONS 2827 1% 1% 2
7 PATTERN RECOGNITION 2017 6% 0% 8
8 JOURNAL OF INTELLIGENT INFORMATION SYSTEMS 1445 1% 0% 2
9 CESKOSLOVENSKA PSYCHOLOGIE 1438 2% 0% 3
10 INTELLIGENT DATA ANALYSIS 1416 1% 0% 2

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 TESTOR THEORY 1082821 4% 100% 5 Search TESTOR+THEORY Search TESTOR+THEORY
2 GUHA METHOD 974536 4% 75% 6 Search GUHA+METHOD Search GUHA+METHOD
3 NON REDUCIBLE DESCRIPTORS 649692 2% 100% 3 Search NON+REDUCIBLE+DESCRIPTORS Search NON+REDUCIBLE+DESCRIPTORS
4 LOGICAL COMBINATORIAL PATTERN RECOGNITION 495000 3% 57% 4 Search LOGICAL+COMBINATORIAL+PATTERN+RECOGNITION Search LOGICAL+COMBINATORIAL+PATTERN+RECOGNITION
5 GUHA 433128 1% 100% 2 Search GUHA Search GUHA
6 LOGICAL COMBINATORIAL APPROACH 433128 1% 100% 2 Search LOGICAL+COMBINATORIAL+APPROACH Search LOGICAL+COMBINATORIAL+APPROACH
7 OVERLAPPING CLUSTERING ALGORITHMS 433128 1% 100% 2 Search OVERLAPPING+CLUSTERING+ALGORITHMS Search OVERLAPPING+CLUSTERING+ALGORITHMS
8 TESTOR 433128 1% 100% 2 Search TESTOR Search TESTOR
9 TIPYCAL TESTORS 433128 1% 100% 2 Search TIPYCAL+TESTORS Search TIPYCAL+TESTORS
10 4FT MINER PROCEDURE 216564 1% 100% 1 Search 4FT+MINER+PROCEDURE Search 4FT+MINER+PROCEDURE

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 SANCHEZ-DIAZ, G , DIAZ-SANCHEZ, G , MORA-GONZALEZ, M , PIZA-DAVILA, I , AGUIRRE-SALADO, CA , HUERTA-CUELLAR, G , REYES-CARDENAS, O , CARDENAS-TRISTAN, A , (2014) AN EVOLUTIONARY ALGORITHM WITH ACCELERATION OPERATOR TO GENERATE A SUBSET OF TYPICAL TESTORS.PATTERN RECOGNITION LETTERS. VOL. 41. ISSUE . P. 34-42 9 82% 3
2 ALBA-CABRERA, E , GODOY-CALDERON, S , IBARRA-FIALLO, J , (2016) GENERATING SYNTHETIC TEST MATRICES AS A BENCHMARK FOR THE COMPUTATIONAL BEHAVIOR OF TYPICAL TESTOR-FINDING ALGORITHMS.PATTERN RECOGNITION LETTERS. VOL. 80. ISSUE . P. 46 -51 8 89% 0
3 LIAS-RODRIGUEZ, A , SANCHEZ-DIAZ, G , (2013) AN ALGORITHM FOR COMPUTING TYPICAL TESTORS BASED ON ELIMINATION OF GAPS AND REDUCTION OF COLUMNS.INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE. VOL. 27. ISSUE 8. P. - 7 100% 1
4 SANCHEZ-DIAZ, G , LAZO-CORTES, M , PIZA-DAVILA, I , (2012) A FAST IMPLEMENTATION FOR THE TYPICAL TESTOR PROPERTY IDENTIFICATION BASED ON AN ACCUMULATIVE BINARY TUPLE.INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS. VOL. 5. ISSUE 6. P. 1025-1039 6 100% 3
5 HAJEK, P , HOLENA, M , RAUCH, J , (2010) THE GUHA METHOD AND ITS MEANING FOR DATA MINING.JOURNAL OF COMPUTER AND SYSTEM SCIENCES. VOL. 76. ISSUE 1. P. 34-48 8 62% 17
6 ALONSO, MD , DE LA CRUZ, AV , BARCELO, G , (2009) FORECAST FOR SURFACTANT INJECTION IN OIL WELLS FROM A METHODOLOGY CONSISTING OF ARTIFICIAL INTELLIGENCE AND DATA MINING TECHNIQUES.INTERCIENCIA. VOL. 34. ISSUE 10. P. 703 -709 10 48% 0
7 PIZA-DAVILA, I , SANCHEZ-DIAZ, G , AGUIRRE-SALADO, CA , LAZO-CORTES, MS , (2015) A PARALLEL HILL-CLIMBING ALGORITHM TO GENERATE A SUBSET OF IRREDUCIBLE TESTORS.APPLIED INTELLIGENCE. VOL. 42. ISSUE 4. P. 622 -641 6 67% 1
8 CARRASCO-OCHOA, JA , RUIZ-SHULCLOPER, JR , (2004) SENSITIVITY ANALYSIS OF FUZZY GOLDMAN TYPICAL TESTORS.FUZZY SETS AND SYSTEMS. VOL. 141. ISSUE 2. P. 241-257 5 100% 1
9 MARTINEZ-TRINIDAD, JF , GUZMAN-ARENAS, A , (2001) THE LOGICAL COMBINATORIAL APPROACH TO PATTERN RECOGNITION, AN OVERVIEW THROUGH SELECTED WORKS.PATTERN RECOGNITION. VOL. 34. ISSUE 4. P. 741 -751 6 86% 29
10 IVANEK, J , (2006) COMBINING IMPLICATIONAL QUANTIFIERS FOR EQUIVALENCE ONES BY FUZZY CONNECTIVES.INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS. VOL. 21. ISSUE 3. P. 325 -334 5 83% 0

Classes with closest relation at Level 1


Rank Class id link
1 36083 OUTDOOR SCENE DESCRIPTION//TOWER OF KNOWLEDGE//APPLIED ARTIFICIAL INTELLIGENCE IN ENGINEERING
2 13020 INSTANCE SELECTION//PROTOTYPE SELECTION//INSTANCE BASED LEARNING
3 36698 DIALOGIC TEXTS//SOCIETAL AND HISTORICAL SCIENTIFIC CONSIDERATIONS//COMPUSERVE
4 33702 CENTER LOCATING//SPIRAL BAND MODEL//AGENT BASED SIMULATOR
5 36630 BIOCHEMIA MEDICA//DATA NUMERICAL//DIAGNOSTIC ACCURACY TESTS
6 21323 RULE EXTRACTION//KNOWLEDGE INSERTION//RULE EXTRACTION FROM NEURAL NETWORKS
7 30788 META LEARNING//LIACC FEP//ALGORITHM RECOMMENDATION
8 21199 LEARNING CLASSIFIER SYSTEMS//XCS//CLASSIFIER SYSTEMS
9 1464 FUZZY CLUSTERING//CLUSTERING//CLUSTER VALIDITY
10 33619 BLACK STAR LINE//AFRICAN AMERICAN POLITICS AND HISTORY//ASSISTANCE DELIVERY

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