Class information for:
Level 1: LOGICAL ANALYSIS OF DATA//LOGICAL ANALYSIS OF DATA LAD//MONOTONE CLASSIFICATION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
30480 168 24.4 36%


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
3686 2             HASSE DIAGRAM//LOGICAL ANALYSIS OF DATA//HASSE DIAGRAM TECHNIQUE 1131
30480 1                   LOGICAL ANALYSIS OF DATA//LOGICAL ANALYSIS OF DATA LAD//MONOTONE CLASSIFICATION 168

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 LOGICAL ANALYSIS OF DATA authKW 4062082 18% 72% 31
2 LOGICAL ANALYSIS OF DATA LAD authKW 934758 4% 86% 6
3 MONOTONE CLASSIFICATION authKW 908794 3% 100% 5
4 MONOTONIC CLASSIFICATION authKW 654327 4% 60% 6
5 PARTIALLY DEFINED BOOLEAN FUNCTIONS authKW 649136 3% 71% 5
6 BINARY FUNCTIONS OF MULTIVALUED ARGUMENTS authKW 363518 1% 100% 2
7 FUNCTIONS WITH FEW ZEROS authKW 363518 1% 100% 2
8 MISSING BITS authKW 363518 1% 100% 2
9 MIXED 0 1 INTEGER AND LINEAR PROGRAMMING authKW 363518 1% 100% 2
10 MONOTONE RELABELING authKW 363518 1% 100% 2

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 2624 33% 0% 55
2 Operations Research & Management Science 879 17% 0% 28
3 Computer Science, Theory & Methods 461 15% 0% 25
4 Mathematics, Applied 427 21% 0% 35
5 Computer Science, Information Systems 399 13% 0% 22
6 COMPUTER APPLICATIONS & CYBERNETICS 274 1% 0% 2
7 Engineering, Manufacturing 86 4% 0% 7
8 Engineering, Electrical & Electronic 78 15% 0% 25
9 Computer Science, Software Engineering 76 5% 0% 9
10 Computer Science, Hardware & Architecture 58 4% 0% 6

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 RUTCOR 204761 12% 6% 20
2 CLIN PROTEOM PROGRAM THER EUT 181759 1% 100% 1
3 DIPARTIMENTO STAT PROBALI STAT PLICATE 181759 1% 100% 1
4 INTEGRAT QUAL PROD NETWORKS DEV DIQR 181759 1% 100% 1
5 IRCCYN UMR6597 181759 1% 100% 1
6 PATHOLEA2363 181759 1% 100% 1
7 PL MATH BROMETR PROC CONTROL 181759 1% 100% 1
8 PNEUMOLEA2363 181759 1% 100% 1
9 RADIOLEA2363 181759 1% 100% 1
10 RUTCOR RUTGERS 181759 1% 100% 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 ANNALS OF OPERATIONS RESEARCH 6551 7% 0% 11
2 DISCRETE APPLIED MATHEMATICS 6255 9% 0% 15
3 AVIATION WEEK & SPACE TECHNOLOGY 5103 2% 1% 4
4 USSR COMPUTATIONAL MATHEMATICS AND MATHEMATICAL PHYSICS 3885 2% 1% 4
5 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 2954 4% 0% 7
6 JOURNAL OF INTELLIGENT MANUFACTURING 2788 3% 0% 5
7 CYBERNETICS 2436 1% 1% 2
8 ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE 1853 2% 0% 3
9 COMPUTATIONAL MATHEMATICS AND MATHEMATICAL PHYSICS 1578 2% 0% 4
10 ADVANCES IN DATA ANALYSIS AND CLASSIFICATION 960 1% 1% 1

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 LOGICAL ANALYSIS OF DATA 4062082 18% 72% 31 Search LOGICAL+ANALYSIS+OF+DATA Search LOGICAL+ANALYSIS+OF+DATA
2 LOGICAL ANALYSIS OF DATA LAD 934758 4% 86% 6 Search LOGICAL+ANALYSIS+OF+DATA+LAD Search LOGICAL+ANALYSIS+OF+DATA+LAD
3 MONOTONE CLASSIFICATION 908794 3% 100% 5 Search MONOTONE+CLASSIFICATION Search MONOTONE+CLASSIFICATION
4 MONOTONIC CLASSIFICATION 654327 4% 60% 6 Search MONOTONIC+CLASSIFICATION Search MONOTONIC+CLASSIFICATION
5 PARTIALLY DEFINED BOOLEAN FUNCTIONS 649136 3% 71% 5 Search PARTIALLY+DEFINED+BOOLEAN+FUNCTIONS Search PARTIALLY+DEFINED+BOOLEAN+FUNCTIONS
6 BINARY FUNCTIONS OF MULTIVALUED ARGUMENTS 363518 1% 100% 2 Search BINARY+FUNCTIONS+OF+MULTIVALUED+ARGUMENTS Search BINARY+FUNCTIONS+OF+MULTIVALUED+ARGUMENTS
7 FUNCTIONS WITH FEW ZEROS 363518 1% 100% 2 Search FUNCTIONS+WITH+FEW+ZEROS Search FUNCTIONS+WITH+FEW+ZEROS
8 MISSING BITS 363518 1% 100% 2 Search MISSING+BITS Search MISSING+BITS
9 MIXED 0 1 INTEGER AND LINEAR PROGRAMMING 363518 1% 100% 2 Search MIXED+0+1+INTEGER+AND+LINEAR+PROGRAMMING Search MIXED+0+1+INTEGER+AND+LINEAR+PROGRAMMING
10 MONOTONE RELABELING 363518 1% 100% 2 Search MONOTONE+RELABELING Search MONOTONE+RELABELING

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 YAN, K , RYOO, HS , (2017) 0-1 MULTILINEAR PROGRAMMING AS A UNIFYING THEORY FOR LAD PATTERN GENERATION.DISCRETE APPLIED MATHEMATICS. VOL. 218. ISSUE . P. 21 -39 16 70% 0
2 CHOU, CA , CHAOVALITWONGSE, WA , LEE, C , BONATES, TO , (2017) MULTI-PATTERN GENERATION FRAMEWORK FOR LOGICAL ANALYSIS OF DATA.ANNALS OF OPERATIONS RESEARCH. VOL. 249. ISSUE 1-2. P. 329 -349 14 78% 0
3 ALEXE, G , ALEXE, S , BONATES, TO , KOGAN, A , (2007) LOGICAL ANALYSIS OF DATA - THE VISION OF PETER L. HAMMER.ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE. VOL. 49. ISSUE 1-4. P. 265 -312 19 59% 11
4 LEE, S , KANG, Y , IALONGO, NS , PRABHU, VV , (2016) PREDICTIVE ANALYTICS FOR DELIVERING PREVENTION SERVICES.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 55. ISSUE . P. 469 -479 12 67% 0
5 KIM, HH , CHOI, JY , (2015) PATTERN GENERATION FOR MULTI-CLASS LAD USING ITERATIVE GENETIC ALGORITHM WITH FLEXIBLE CHROMOSOMES AND MULTIPLE POPULATIONS.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 42. ISSUE 2. P. 833 -843 11 69% 2
6 HAMMER, PL , IBARAKI, T , KOGAN, A , MAKINO, K , BOROS, E , CRAMA, Y , (2011) LOGICAL ANALYSIS OF DATA: CLASSIFICATION WITH JUSTIFICATION.ANNALS OF OPERATIONS RESEARCH. VOL. 188. ISSUE 1. P. 33 -61 10 83% 3
7 HAN, J , KIM, N , JEONG, MK , YUM, BJ , (2011) COMPARISONS OF CLASSIFICATION METHODS IN THE ORIGINAL AND PATTERN SPACES.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 38. ISSUE 10. P. 12432-12438 7 100% 1
8 PEREZ-FERNANDEZ, R , RADEMAKER, M , ALONSO, P , DIAZ, I , MONTES, S , DE BAETS, B , (2016) REPRESENTATIONS OF VOTES FACILITATING MONOTONICITY-BASED RANKING RULES: FROM VOTRIX TO VOTEX.INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. VOL. 73. ISSUE . P. 87 -107 12 50% 0
9 HAMMER, PL , BONATES, TO , (2006) LOGICAL ANALYSIS OF DATA - AN OVERVIEW: FROM COMBINATORIAL OPTIMIZATION TO MEDICAL APPLICATIONS.ANNALS OF OPERATIONS RESEARCH. VOL. 148. ISSUE 1. P. 203-225 10 71% 33
10 GONZALEZ, S , HERRERA, F , GARCIA, S , (2015) MONOTONIC RANDOM FOREST WITH AN ENSEMBLE PRUNING MECHANISM BASED ON THE DEGREE OF MONOTONICITY.NEW GENERATION COMPUTING. VOL. 33. ISSUE 4. P. 367 -388 12 48% 2

Classes with closest relation at Level 1


Rank Class id link
1 34621 CONSTANT FAULTS//PRICED INFORMATION//READ ONCE CONTACT NETWORKS
2 36555 MANAGEMENT SCI DECIS MAKING//BRAND SPECTRUM//ANALYTICAL INFORMATION SYSTEM
3 16656 DUALIZATION//RUTCOR//HYPERGRAPH TRANSVERSALS
4 31923 REJECT OPTIONS//REJECT OPTION//CHOWS RULE
5 22684 MULTI GROUP CLASSIFICATION//LINEAR STATISTICAL MODELS//CREDIT CARD PORTFOLIO MANAGEMENT
6 4232 PAC LEARNING//LEARNING THEORY//COMPUTATIONAL LEARNING THEORY
7 12665 DECISION TREE//NUMERICAL ATTRIBUTES//SUPERVISED DISCRETIZATION
8 22265 CUB MODELS//ORDINAL REGRESSION//ORDINAL MODELS
9 37661 POLLUTION LOAD RUNOFF//SOFT INTERVENTION//SATELLITE INFORMAT EARTH ENVIRONM
10 17689 BELIEF RULE BASE//FMEA//RISK PRIORITY NUMBER

Go to start page