Class information for:
Level 2: ASSOCIATION RULES//SEQUENTIAL PATTERNS//UTILITY MINING

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
2394 3750 26.3 30%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 3)


ID, lev.
above		 Publications Label for level above
55 89665 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FUZZY SETS AND SYSTEMS//INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Classes in level below (level 1)


ID, lev. below Publications Label for level below
2112 2286 ASSOCIATION RULES//SEQUENTIAL PATTERNS//UTILITY MINING
20574 393 INFORMATION QUALITY MANAGEMENT//TOTAL DATA QUAL MANAGEMENT PROGRAM//DATA QUALITY MEASUREMENT
26568 206 POLYMER SUR E CHEM//MANAGEMENT SCI DECIS MAKING//ICI PROC SYST ENGN
29019 159 SPORTS PERFORMANCE ANALYSIS//BIOSIGNAL INTERPRETATION//CASEMIX BASED FUNDING
29208 156 RINKER//ADD S ACT DOCUMENTAT DESIGN//BETA RADIONUCLIDES
31326 124 UP PEAK TRAFFIC//PROBABLE NUMBER OF STOPS//VERTICAL TRANSPORTATION
31592 121 INTELLIGENT CYCLIC A D CONVERTERS//CYCLIC A D CONVERTERS//MULTI FUNCTIONAL SENSING
31722 119 MARKETING INTELLIGENCE//EFFORT ESTIMATION MODEL//GROWTH CRISIS
31833 117 LOGICAL COMBINATORIAL PATTERN RECOGNITION//NON REDUCIBLE DESCRIPTORS//GUHA METHOD
34504 69 POUCHED AMPHISTOMES//BOHOL ISLAND//FISCHOEDERIUS COBBOLDI

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 56 19% 7% 260
2 SEQUENTIAL PATTERNS Author keyword 32 42% 2% 59
3 UTILITY MINING Author keyword 29 59% 1% 32
4 INCREMENTAL MINING Author keyword 27 48% 1% 42
5 INTERACTIVE MINING Author keyword 24 91% 0% 10
6 ASSOCIATION RULE Author keyword 20 17% 3% 106
7 DATA MINING AND KNOWLEDGE DISCOVERY Journal 20 19% 3% 95
8 FREQUENT ITEMSETS Author keyword 19 28% 2% 58
9 FREQUENT PATTERN MINING Author keyword 19 33% 1% 47
10 SEQUENTIAL PATTERN Author keyword 18 35% 1% 43

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 56 19% 7% 260 Search ASSOCIATION+RULES Search ASSOCIATION+RULES
2 SEQUENTIAL PATTERNS 32 42% 2% 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% 1% 42 Search INCREMENTAL+MINING Search INCREMENTAL+MINING
5 INTERACTIVE MINING 24 91% 0% 10 Search INTERACTIVE+MINING Search INTERACTIVE+MINING
6 ASSOCIATION RULE 20 17% 3% 106 Search ASSOCIATION+RULE Search ASSOCIATION+RULE
7 FREQUENT ITEMSETS 19 28% 2% 58 Search FREQUENT+ITEMSETS Search FREQUENT+ITEMSETS
8 FREQUENT PATTERN MINING 19 33% 1% 47 Search FREQUENT+PATTERN+MINING Search FREQUENT+PATTERN+MINING
9 SEQUENTIAL PATTERN 18 35% 1% 43 Search SEQUENTIAL+PATTERN Search SEQUENTIAL+PATTERN
10 FREQUENT ITEMSET 17 37% 1% 37 Search FREQUENT+ITEMSET Search FREQUENT+ITEMSET

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 134 38% 7% 278
2 ITEMSETS 100 69% 2% 86
3 FREQUENT PATTERNS 42 67% 1% 38
4 FREQUENT ITEMSETS 40 67% 1% 36
5 SEQUENTIAL PATTERNS 37 40% 2% 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% 0% 12
10 BITTABLEFI 19 76% 0% 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 20 19% 3% 95
2 KNOWLEDGE AND INFORMATION SYSTEMS 12 11% 3% 100
3 INTELLIGENT DATA ANALYSIS 11 14% 2% 70
4 INTERNATIONAL JOURNAL OF DATA WAREHOUSING AND MINING 3 16% 0% 17
5 WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY 2 11% 0% 18
6 ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA 2 10% 0% 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%
Data mining in manufacturing: A review 2006 96 47 21%
A FRAMEWORK FOR ANALYSIS OF DATA QUALITY RESEARCH 1995 120 38 47%
The GUHA method and its meaning for data mining 2010 10 13 62%
Actionable knowledge discovery and delivery 2012 6 17 59%

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% 0.3% 12
2 SHENZHEN INTERNET INFORMAT ABORAT 9 45% 0.4% 15
3 LIPAH 8 70% 0.2% 7
4 HIIT BASIC UNIT 7 37% 0.4% 15
5 RINKER 6 80% 0.1% 4
6 PISA KDD 5 60% 0.2% 6
7 INNOVAT INFORMAT IND IIIRC 4 75% 0.1% 3
8 INGN SYST INFORMAT 3 39% 0.2% 7
9 POLYMER SUR E CHEM 3 43% 0.2% 6
10 FUQLING BRANCH 3 100% 0.1% 3

Related classes at same level (level 2)


Rank Relatedness score Related classes
1 0.0000021961 ROUGH SETS//ROUGH SET//FORMAL CONCEPT ANALYSIS
2 0.0000019204 FUZZY CLUSTERING//CLUSTER VALIDITY//SUBSPACE CLUSTERING
3 0.0000018438 CREDIT SCORING//MACHINE LEARNING//FEATURE SELECTION
4 0.0000011630 ACM TRANSACTIONS ON DATABASE SYSTEMS//INFORMATION SYSTEMS//DATA & KNOWLEDGE ENGINEERING
5 0.0000010398 INFORMATION RETRIEVAL//INFORMATION PROCESSING & MANAGEMENT//COMPUTATIONAL LINGUISTICS
6 0.0000009192 FUZZY TIME SERIES//JOURNAL OF GREY SYSTEM//INTERNATIONAL JOURNAL OF FORECASTING
7 0.0000008967 INT WEB INTELLIGENCE CONSORTIUM WIC//BANCASSURANCE//CYBER INDIVIDUAL
8 0.0000007973 BAYESIAN NETWORKS//FUZZY COGNITIVE MAPS//CONDITIONAL INDEPENDENCE
9 0.0000007398 DIGITAL INVESTIGATION//COMPUTERS & SECURITY//INTRUSION DETECTION
10 0.0000007222 MARKETING SCIENCE//JOURNAL OF MARKETING RESEARCH//PRIVATE LABELS