Class information for:
Level 1: ASSOCIATION RULES//SEQUENTIAL PATTERNS//UTILITY MINING

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
2112 2286 27.0 30%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
2394 3750 ASSOCIATION RULES//SEQUENTIAL PATTERNS//UTILITY MINING

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 ASSOCIATION RULES Author keyword 47 18% 10% 239
2 SEQUENTIAL PATTERNS Author keyword 32 42% 3% 59
3 UTILITY MINING Author keyword 29 59% 1% 32
4 INCREMENTAL MINING Author keyword 27 48% 2% 42
5 FREQUENT ITEMSETS Author keyword 19 28% 3% 58
6 FREQUENT PATTERN MINING Author keyword 19 33% 2% 47
7 SEQUENTIAL PATTERN Author keyword 18 35% 2% 43
8 DATA MINING AND KNOWLEDGE DISCOVERY Journal 18 18% 4% 91
9 ASSOCIATION RULE Author keyword 17 16% 4% 99
10 FREQUENT ITEMSET Author keyword 17 37% 2% 37

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 ASSOCIATION RULES 47 18% 10% 239 Search ASSOCIATION+RULES Search ASSOCIATION+RULES
2 SEQUENTIAL PATTERNS 32 42% 3% 59 Search SEQUENTIAL+PATTERNS Search SEQUENTIAL+PATTERNS
3 UTILITY MINING 29 59% 1% 32 Search UTILITY+MINING Search UTILITY+MINING
4 INCREMENTAL MINING 27 48% 2% 42 Search INCREMENTAL+MINING Search INCREMENTAL+MINING
5 FREQUENT ITEMSETS 19 28% 3% 58 Search FREQUENT+ITEMSETS Search FREQUENT+ITEMSETS
6 FREQUENT PATTERN MINING 19 33% 2% 47 Search FREQUENT+PATTERN+MINING Search FREQUENT+PATTERN+MINING
7 SEQUENTIAL PATTERN 18 35% 2% 43 Search SEQUENTIAL+PATTERN Search SEQUENTIAL+PATTERN
8 ASSOCIATION RULE 17 16% 4% 99 Search ASSOCIATION+RULE Search ASSOCIATION+RULE
9 FREQUENT ITEMSET 17 37% 2% 37 Search FREQUENT+ITEMSET Search FREQUENT+ITEMSET
10 FREQUENT PATTERNS 16 33% 2% 40 Search FREQUENT+PATTERNS Search FREQUENT+PATTERNS

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 ASSOCIATION RULES 130 38% 12% 274
2 ITEMSETS 100 69% 4% 86
3 FREQUENT PATTERNS 42 67% 2% 38
4 FREQUENT ITEMSETS 40 67% 2% 36
5 SEQUENTIAL PATTERNS 37 40% 3% 72
6 CLOSED ITEMSETS 25 62% 1% 26
7 CANDIDATE GENERATION 22 66% 1% 21
8 INTERTRANSACTION ASSOCIATION RULES 21 90% 0% 9
9 FREQUENT SEQUENCES 19 80% 1% 12
10 BITTABLEFI 19 76% 1% 13

Journals


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 DATA MINING AND KNOWLEDGE DISCOVERY 18 18% 4% 91
2 KNOWLEDGE AND INFORMATION SYSTEMS 12 11% 4% 98
3 INTELLIGENT DATA ANALYSIS 10 14% 3% 68
4 INTERNATIONAL JOURNAL OF DATA WAREHOUSING AND MINING 2 14% 1% 15
5 ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA 2 10% 1% 17
6 WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY 2 10% 1% 17

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Frequent pattern mining: current status and future directions 2007 222 17 71%
A survey of frequent subgraph mining algorithms 2013 13 34 53%
A survey of erasable itemset mining algorithms 2014 2 36 89%
A survey of interestingness measures for knowledge discovery 2005 70 31 52%
Incremental mining of sequential patterns: Progress and challenges 2013 3 12 100%
A survey of temporal knowledge discovery paradigms and methods 2002 121 21 33%
Actionable knowledge discovery and delivery 2012 6 17 59%
On the discovery of association rules by means of evolutionary algorithms 2011 7 33 67%
Fundamentals of association rules in data mining and knowledge discovery 2011 4 26 77%
A survey on mining multiple data sources 2013 1 12 92%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 IIIRC 15 71% 0.5% 12
2 SHENZHEN INTERNET INFORMAT ABORAT 9 45% 0.7% 15
3 LIPAH 8 70% 0.3% 7
4 HIIT BASIC UNIT 6 34% 0.6% 14
5 PISA KDD 5 60% 0.3% 6
6 INNOVAT INFORMAT IND IIIRC 4 75% 0.1% 3
7 INGN SYST INFORMAT 3 39% 0.3% 7
8 FUQLING BRANCH 3 100% 0.1% 3
9 CSSE 3 29% 0.4% 9
10 ADV DATABASE MODELLING 2 67% 0.1% 2

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000107654 WEB USAGE MINING//HOTLINK ASSIGNMENT//WEB ROBOT DETECTION
2 0.0000098806 RINKER//ADD S ACT DOCUMENTAT DESIGN//BETA RADIONUCLIDES
3 0.0000086814 POLYMER SUR E CHEM//MANAGEMENT SCI DECIS MAKING//ICI PROC SYST ENGN
4 0.0000086365 INDUCTIVE LOGIC PROGRAMMING//SUBGROUP DISCOVERY//STATISTICAL RELATIONAL LEARNING
5 0.0000084308 ACTION RULE//ACTIONABILITY//EMPIRICAL DISCOVERY
6 0.0000077345 LOGICAL COMBINATORIAL PATTERN RECOGNITION//NON REDUCIBLE DESCRIPTORS//GUHA METHOD
7 0.0000075910 INT WEB INTELLIGENCE CONSORTIUM WIC//CYBER INDIVIDUAL//DATA BRAIN
8 0.0000074046 CONCEPT DRIFT//VERY FAST DECISION TREE//DATA STREAMS
9 0.0000068359 PEER TO PEER DATA MINING//EXTREME SCALE COMPUTING//ENCAPSIS
10 0.0000063390 SPATIAL DATA TRANSFER STANDARD//SPATIAL QUERY PROCESSING AND DATA MINING//GTUB