Class information for:
Level 1: GENE SELECTION//CANCER CLASSIFICATION//BICLUSTERING

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
1246 2             FALSE DISCOVERY RATE//GENE SELECTION//TOXICOGENOMICS 9226
2260 1                   GENE SELECTION//CANCER CLASSIFICATION//BICLUSTERING 2336

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 GENE SELECTION authKW 1322731 7% 63% 155
2 CANCER CLASSIFICATION authKW 900133 4% 69% 97
3 BICLUSTERING authKW 742695 4% 56% 99
4 GENE EXPRESSION DATA authKW 729204 5% 43% 125
5 MICROARRAY DATA authKW 427101 4% 33% 96
6 MICROARRAY DATA ANALYSIS authKW 230983 2% 41% 42
7 GENE EXPRESSION DATA ANALYSIS authKW 203876 1% 66% 23
8 FEATURE SELECTION authKW 142155 9% 5% 211
9 INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS journal 115782 3% 14% 63
10 MICROARRAY DATA CLASSIFICATION authKW 103764 0% 77% 10

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Mathematical & Computational Biology 77994 34% 1% 788
2 Biochemical Research Methods 18166 30% 0% 691
3 Computer Science, Artificial Intelligence 13655 20% 0% 477
4 Biotechnology & Applied Microbiology 9765 28% 0% 654
5 Computer Science, Interdisciplinary Applications 7502 16% 0% 368
6 Statistics & Probability 5040 12% 0% 274
7 Medical Informatics 3413 5% 0% 114
8 Computer Science, Theory & Methods 1107 7% 0% 154
9 Computer Science, Information Systems 1034 6% 0% 142
10 Mathematics, Interdisciplinary Applications 789 5% 0% 108

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 INTELLIGENT COMPUTAT 42152 0% 63% 5
2 INTELLIGENT COMP 36924 1% 14% 20
3 NACL TECNOL AGR IB INTA 26980 0% 100% 2
4 Z TECH FDA 26980 0% 100% 2
5 MACHINE INTELLIGENCE UNIT 25157 1% 6% 29
6 HEFEI INTELLIGENT MACHINES 23045 1% 9% 19
7 BIOINFORMAT CELL 17985 0% 67% 2
8 GRP GENE COMPUTAT 17985 0% 67% 2
9 PRE MED 17985 0% 67% 2
10 LATICE 16598 0% 31% 4

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS 115782 3% 14% 63
2 IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 91248 4% 7% 91
3 BIOINFORMATICS 68493 10% 2% 239
4 BMC BIOINFORMATICS 64613 8% 2% 194
5 JOURNAL OF BIOMEDICAL INFORMATICS 10393 1% 2% 34
6 JOURNAL OF COMPUTATIONAL BIOLOGY 9026 1% 2% 33
7 COMPUTERS IN BIOLOGY AND MEDICINE 7813 2% 1% 42
8 CURRENT BIOINFORMATICS 7134 1% 3% 16
9 ARTIFICIAL INTELLIGENCE IN MEDICINE 7099 1% 3% 20
10 ALGORITHMS FOR MOLECULAR BIOLOGY 6346 1% 4% 12

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 GENE SELECTION 1322731 7% 63% 155 Search GENE+SELECTION Search GENE+SELECTION
2 CANCER CLASSIFICATION 900133 4% 69% 97 Search CANCER+CLASSIFICATION Search CANCER+CLASSIFICATION
3 BICLUSTERING 742695 4% 56% 99 Search BICLUSTERING Search BICLUSTERING
4 GENE EXPRESSION DATA 729204 5% 43% 125 Search GENE+EXPRESSION+DATA Search GENE+EXPRESSION+DATA
5 MICROARRAY DATA 427101 4% 33% 96 Search MICROARRAY+DATA Search MICROARRAY+DATA
6 MICROARRAY DATA ANALYSIS 230983 2% 41% 42 Search MICROARRAY+DATA+ANALYSIS Search MICROARRAY+DATA+ANALYSIS
7 GENE EXPRESSION DATA ANALYSIS 203876 1% 66% 23 Search GENE+EXPRESSION+DATA+ANALYSIS Search GENE+EXPRESSION+DATA+ANALYSIS
8 FEATURE SELECTION 142155 9% 5% 211 Search FEATURE+SELECTION Search FEATURE+SELECTION
9 MICROARRAY DATA CLASSIFICATION 103764 0% 77% 10 Search MICROARRAY+DATA+CLASSIFICATION Search MICROARRAY+DATA+CLASSIFICATION
10 TUMOR CLASSIFICATION 100684 1% 27% 28 Search TUMOR+CLASSIFICATION Search TUMOR+CLASSIFICATION

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 8844 FEATURE SELECTION//UNSUPERVISED FEATURE SELECTION//FEATURE RANKING
2 22518 DIALYSIS BIOREACTOR//DOUBLE THYMIDINE BLOCK//JUST IN TIME ASSEMBLY
3 1602 FALSE DISCOVERY RATE//MULTIPLE TESTING//MULTIPLE HYPOTHESIS TESTING
4 5342 GENE REGULATORY NETWORK//NETWORK INFERENCE//MATHEMATICAL & COMPUTATIONAL BIOLOGY
5 21499 MISSING VALUE IMPUTATION//MISSING VALUES//MISSING VALUE ESTIMATION
6 28268 MICROARRAY IMAGE//MICROARRAY GRIDDING//MICROARRAY IMAGE PROCESSING
7 9272 GENE SET ANALYSIS//BMC BIOINFORMATICS//BIOINFORMATICS
8 23704 RESUBSTITUTION//ACTUAL ERROR RATE//MINIMUM MEAN SQUARE ESTIMATION
9 20498 FIELD OF INJURY//LUNG CANCER DIAGNOSIS AND PROGNOSIS//AFFYMETRIX EXON ARRAYS
10 3704 CLUSTERING//CLUSTER ENSEMBLE//CLUSTERING ENSEMBLE

Go to start page