Class information for:
Level 1: ASSOCIATION RULES//DATA MINING//FREQUENT ITEMSETS

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
2064 1                   ASSOCIATION RULES//DATA MINING//FREQUENT ITEMSETS 2406

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ASSOCIATION RULES authKW 1863043 15% 41% 350
2 DATA MINING authKW 1171489 36% 10% 860
3 FREQUENT ITEMSETS authKW 1161234 5% 81% 109
4 SEQUENTIAL PATTERNS authKW 1096458 5% 70% 120
5 FREQUENT PATTERNS authKW 559471 3% 60% 71
6 UTILITY MINING authKW 554277 2% 92% 46
7 INCREMENTAL MINING authKW 486196 2% 81% 46
8 FREQUENT PATTERN MINING authKW 481279 3% 58% 63
9 ASSOCIATION RULE MINING authKW 395855 4% 34% 89
10 SEQUENTIAL PATTERN MINING authKW 383460 2% 60% 49

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 147097 65% 1% 1553
2 Computer Science, Information Systems 60871 42% 0% 1001
3 Computer Science, Theory & Methods 7855 16% 0% 388
4 Operations Research & Management Science 3704 9% 0% 223
5 Computer Science, Software Engineering 2440 8% 0% 187
6 Engineering, Electrical & Electronic 1669 18% 0% 423
7 Computer Science, Interdisciplinary Applications 878 6% 0% 139
8 Computer Science, Hardware & Architecture 589 3% 0% 74
9 Computer Science, Cybernetics 205 1% 0% 23
10 Engineering, General 120 2% 0% 54

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IIIRC 122234 1% 67% 14
2 SHENZHEN INTERNET INFORMAT ABORAT 107437 1% 43% 19
3 HIIT BASIC UNIT 62594 1% 34% 14
4 COMP SCI INFORMAT ENGN 56485 9% 2% 221
5 NAT SCI HUMANITIES 49392 1% 19% 20
6 PISA KDD 47146 0% 60% 6
7 ADV DATABASE MODELLING 39292 0% 100% 3
8 ARTIFICIAL INTELLIGENCE INFRASTRUCT INFORM 39292 0% 100% 3
9 FUQLING BRANCH 39292 0% 100% 3
10 COMP SCI 35706 28% 0% 662

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 DATA MINING AND KNOWLEDGE DISCOVERY 165309 4% 14% 88
2 KNOWLEDGE AND INFORMATION SYSTEMS 151232 5% 10% 114
3 INTELLIGENT DATA ANALYSIS 132881 3% 13% 81
4 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 72565 5% 4% 132
5 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 69877 12% 2% 297
6 EXPERT SYSTEMS WITH APPLICATIONS 31966 7% 2% 164
7 DATA & KNOWLEDGE ENGINEERING 27331 2% 4% 51
8 INTERNATIONAL JOURNAL OF DATA WAREHOUSING AND MINING 25373 1% 12% 16
9 KNOWLEDGE-BASED SYSTEMS 24887 3% 3% 75
10 WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY 23257 1% 9% 19

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 ASSOCIATION RULES 1863043 15% 41% 350 Search ASSOCIATION+RULES Search ASSOCIATION+RULES
2 DATA MINING 1171489 36% 10% 860 Search DATA+MINING Search DATA+MINING
3 FREQUENT ITEMSETS 1161234 5% 81% 109 Search FREQUENT+ITEMSETS Search FREQUENT+ITEMSETS
4 SEQUENTIAL PATTERNS 1096458 5% 70% 120 Search SEQUENTIAL+PATTERNS Search SEQUENTIAL+PATTERNS
5 FREQUENT PATTERNS 559471 3% 60% 71 Search FREQUENT+PATTERNS Search FREQUENT+PATTERNS
6 UTILITY MINING 554277 2% 92% 46 Search UTILITY+MINING Search UTILITY+MINING
7 INCREMENTAL MINING 486196 2% 81% 46 Search INCREMENTAL+MINING Search INCREMENTAL+MINING
8 FREQUENT PATTERN MINING 481279 3% 58% 63 Search FREQUENT+PATTERN+MINING Search FREQUENT+PATTERN+MINING
9 ASSOCIATION RULE MINING 395855 4% 34% 89 Search ASSOCIATION+RULE+MINING Search ASSOCIATION+RULE+MINING
10 SEQUENTIAL PATTERN MINING 383460 2% 60% 49 Search SEQUENTIAL+PATTERN+MINING Search SEQUENTIAL+PATTERN+MINING

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 32722 SPATIAL ASSOCIATION RULES//SPATIAL DATA MINING//COLOCATION PATTERNS
2 21063 TREE EDIT DISTANCE//TREE MINING//UNORDERED TREES
3 21641 WEB USAGE MINING//WEB LOG MINING//WEB ROBOT DETECTION
4 31330 INT WEB INTELLIGENCE CONSORTIUM WIC//CYBER I//CYBER INDIVIDUAL
5 30461 TESTOR THEORY//GUHA METHOD//GUHA
6 30956 DISTRIBUTED DATA MINING//DATA MINING GRID//DISTRIBUTED DOCUMENT CLUSTERING
7 9536 INDUCTIVE LOGIC PROGRAMMING//SUBGROUP DISCOVERY//STATISTICAL RELATIONAL LEARNING
8 27887 RINKER//CRISP DM//CONJECTURABLE RULES
9 22920 NUMERICAL ATTRIBUTES//SUPERVISED DISCRETIZATION//DISCRETIZATION
10 18693 HEAVY HITTERS//DATA SYNOPSES//DATA STREAMS

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