Class information for:
Level 1: MISSING VALUE IMPUTATION//MISSING VALUE ESTIMATION//COMPUTAT MATH BIOL

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
23053 304 28.8 47%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
396 16220 CREDIT SCORING//MACHINE LEARNING//FEATURE SELECTION

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 MISSING VALUE IMPUTATION Author keyword 5 37% 3% 10
2 MISSING VALUE ESTIMATION Author keyword 4 38% 3% 8
3 COMPUTAT MATH BIOL Address 3 40% 2% 6
4 MISSING DATA IMPUTATION Author keyword 3 23% 3% 10
5 AUTOMATIC CLUSTERING ALGORITHM Author keyword 2 67% 1% 2
6 MISSING GENES Author keyword 2 67% 1% 2
7 CLOSEST FIT Author keyword 1 50% 1% 2
8 ELECT ENGN BUILT ENVIRONM Address 1 50% 1% 2
9 HOT DECK MODEL Author keyword 1 100% 1% 2
10 ITERATIVE IMPUTATION Author keyword 1 50% 1% 2

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 MISSING VALUE IMPUTATION 5 37% 3% 10 Search MISSING+VALUE+IMPUTATION Search MISSING+VALUE+IMPUTATION
2 MISSING VALUE ESTIMATION 4 38% 3% 8 Search MISSING+VALUE+ESTIMATION Search MISSING+VALUE+ESTIMATION
3 MISSING DATA IMPUTATION 3 23% 3% 10 Search MISSING+DATA+IMPUTATION Search MISSING+DATA+IMPUTATION
4 AUTOMATIC CLUSTERING ALGORITHM 2 67% 1% 2 Search AUTOMATIC+CLUSTERING+ALGORITHM Search AUTOMATIC+CLUSTERING+ALGORITHM
5 MISSING GENES 2 67% 1% 2 Search MISSING+GENES Search MISSING+GENES
6 CLOSEST FIT 1 50% 1% 2 Search CLOSEST+FIT Search CLOSEST+FIT
7 HOT DECK MODEL 1 100% 1% 2 Search HOT+DECK+MODEL Search HOT+DECK+MODEL
8 ITERATIVE IMPUTATION 1 50% 1% 2 Search ITERATIVE+IMPUTATION Search ITERATIVE+IMPUTATION
9 MEAN MODE MODEL 1 100% 1% 2 Search MEAN+MODE+MODEL Search MEAN+MODE+MODEL
10 RELATIONAL DATABASE SYSTEMS 1 24% 2% 5 Search RELATIONAL+DATABASE+SYSTEMS Search RELATIONAL+DATABASE+SYSTEMS

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 LEAST SQUARES IMPUTATION 33 100% 4% 13
2 ESTIMATING NULL VALUES 4 67% 1% 4
3 MISSING VALUE ESTIMATION 4 26% 4% 12
4 VALUE IMPUTATION 3 50% 1% 4
5 WEIGHTED FUZZY RULES 1 100% 1% 2
6 BIOLOGICAL KNOWLEDGE 1 20% 2% 5
7 RELATIONAL DATABASE SYSTEMS 1 50% 0% 1
8 YEAST CULTURES 1 25% 1% 2
9 BAYESIAN PCA 0 33% 0% 1
10 BICLUSTERING ALGORITHM 0 33% 0% 1

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
A Review on Missing Value Imputation Algorithms for Microarray Gene Expression Data 2014 4 21 71%
A Primer on Effectiveness and Efficacy Trials 2014 14 24 4%
Information enhancement for data mining 2011 0 12 42%

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 COMPUTAT MATH BIOL 3 40% 2.0% 6
2 ELECT ENGN BUILT ENVIRONM 1 50% 0.7% 2
3 DPTO TECNOL INFORMAC COMUNICAC 1 33% 0.7% 2
4 CRUSTAL GEOPHYS GEOCHEM SCI 1 12% 2.0% 6
5 DPTO TEORIA SENAL COMUN 1 50% 0.3% 1
6 EIF 1 50% 0.3% 1
7 ELECT INFORMAT ENGN EIE 1 50% 0.3% 1
8 EPS POLITECN 1 50% 0.3% 1
9 INFORMAT MANAGMENT ENGN 1 50% 0.3% 1
10 INSERMUMR S 665 1 50% 0.3% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000170641 BICLUSTERING//GENE EXPRESSION DATA//GENE EXPRESSION DATA ANALYSIS
2 0.0000122063 TAISHO FUNCT GENOM//MULTIPHOTON DETECTION//ADAPTER TAGGED COMPETITIVE PCR
3 0.0000117709 MULTIPLE IMPUTATION//MISSING DATA//PATTERN MIXTURE MODEL
4 0.0000094476 OTONEUROLOGY//VESTIBULAR DIAGNOSIS//OTONEUROLOGICAL DATA
5 0.0000074402 SPORTS PERFORMANCE ANALYSIS//BIOSIGNAL INTERPRETATION//CASEMIX BASED FUNDING
6 0.0000070399 GENE SELECTION//FEATURE SELECTION//CANCER CLASSIFICATION
7 0.0000067850 STUDY VARIABLE//STUDY VARIATE//AUXILIARY VARIABLE
8 0.0000066777 CLASS IMBALANCE PROBLEM//CLASS IMBALANCE//COST SENSITIVE LEARNING
9 0.0000063376 TRANSFER LEARNING//MULTITASK LEARNING//DOMAIN ADAPTATION
10 0.0000062017 PROTOTYPE SELECTION//INSTANCE SELECTION//PROTOTYPE REDUCTION SCHEMES PRS