Class information for:
Level 1: SIGMOIDAL FUNCTION//RIDGE FUNCTIONS//COMMUN COMP SYST SCI DIST

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
472 2             IEEE TRANSACTIONS ON NEURAL NETWORKS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//EXTREME LEARNING MACHINE 16106
11592 1                   SIGMOIDAL FUNCTION//RIDGE FUNCTIONS//COMMUN COMP SYST SCI DIST 997

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SIGMOIDAL FUNCTION authKW 513758 3% 51% 32
2 RIDGE FUNCTIONS authKW 347689 2% 50% 22
3 COMMUN COMP SYST SCI DIST address 238542 2% 38% 20
4 UNIFORM APPROXIMATION authKW 176357 3% 22% 25
5 SUBOPTIMAL SOLUTIONS authKW 170687 1% 60% 9
6 RATES OF APPROXIMATION authKW 154885 1% 70% 7
7 GOOD SET authKW 142243 1% 75% 6
8 NEURAL NETWORKS OPERATORS authKW 126440 0% 100% 4
9 UNIVERSAL APPROXIMATION CAPABILITIES authKW 126440 0% 100% 4
10 SQUASHING FUNCTION authKW 112890 1% 71% 5

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 16599 34% 0% 339
2 Mathematics, Applied 1947 18% 0% 184
3 Computer Science, Theory & Methods 1063 10% 0% 95
4 Engineering, Electrical & Electronic 925 20% 0% 198
5 Mathematics 665 13% 0% 125
6 Neurosciences 434 14% 0% 143
7 Automation & Control Systems 371 4% 0% 44
8 Operations Research & Management Science 355 5% 0% 47
9 Computer Science, Interdisciplinary Applications 314 5% 0% 54
10 Computer Science, Information Systems 212 4% 0% 44

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMMUN COMP SYST SCI DIST 238542 2% 38% 20
2 METROL COMPUTAT SCI 80911 1% 32% 8
3 COMMUN COMP SYST SCI 47512 2% 8% 19
4 INFORMAT SYST SCI 42264 3% 5% 26
5 48B 428 31610 0% 100% 1
6 ADMISS CLIN DOCUMENTAT CLIN INFORMAT SYST 31610 0% 100% 1
7 BEIJING PATTERN RECOGNIT TECH 31610 0% 100% 1
8 CNRSSIERRA PROJECT TEAM 31610 0% 100% 1
9 DALLE MOLLE PERCEPT ARTIFICIAL INTELLIGENCE 31610 0% 100% 1
10 DEEI ELECT ELECT COMP ENGN 31610 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 NEURAL NETWORKS 92064 10% 3% 97
2 IEEE TRANSACTIONS ON NEURAL NETWORKS 36783 6% 2% 58
3 NEURAL COMPUTATION 14911 4% 1% 35
4 AZERBAIJAN JOURNAL OF MATHEMATICS 11755 0% 9% 4
5 LECTURE NOTES IN PURE AND APPLIED MATHEMATICS 8961 1% 3% 10
6 NEURAL PROCESSING LETTERS 7772 2% 2% 16
7 JOURNAL OF APPROXIMATION THEORY 6155 3% 1% 26
8 NEUROCOMPUTING 4646 4% 0% 39
9 NEURAL COMPUTING & APPLICATIONS 2457 1% 1% 14
10 PROCEEDINGS OF THE INDIAN ACADEMY OF SCIENCES-MATHEMATICAL SCIENCES 1696 1% 1% 8

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 SIGMOIDAL FUNCTION 513758 3% 51% 32 Search SIGMOIDAL+FUNCTION Search SIGMOIDAL+FUNCTION
2 RIDGE FUNCTIONS 347689 2% 50% 22 Search RIDGE+FUNCTIONS Search RIDGE+FUNCTIONS
3 UNIFORM APPROXIMATION 176357 3% 22% 25 Search UNIFORM+APPROXIMATION Search UNIFORM+APPROXIMATION
4 SUBOPTIMAL SOLUTIONS 170687 1% 60% 9 Search SUBOPTIMAL+SOLUTIONS Search SUBOPTIMAL+SOLUTIONS
5 RATES OF APPROXIMATION 154885 1% 70% 7 Search RATES+OF+APPROXIMATION Search RATES+OF+APPROXIMATION
6 GOOD SET 142243 1% 75% 6 Search GOOD+SET Search GOOD+SET
7 NEURAL NETWORKS OPERATORS 126440 0% 100% 4 Search NEURAL+NETWORKS+OPERATORS Search NEURAL+NETWORKS+OPERATORS
8 UNIVERSAL APPROXIMATION CAPABILITIES 126440 0% 100% 4 Search UNIVERSAL+APPROXIMATION+CAPABILITIES Search UNIVERSAL+APPROXIMATION+CAPABILITIES
9 SQUASHING FUNCTION 112890 1% 71% 5 Search SQUASHING+FUNCTION Search SQUASHING+FUNCTION
10 MYOPIC MAPS 101151 0% 80% 4 Search MYOPIC+MAPS Search MYOPIC+MAPS

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 7268 FEEDFORWARD NEURAL NETWORKS//BACKPROPAGATION//IEEE TRANSACTIONS ON NEURAL NETWORKS
2 12345 FORWARD REGRESSION//NARMAX//TRUCK SCALE
3 37100 ANNEALING ROBUST LEARNING ALGORITHM//ROBUST LEARNING ALGORITHM//ESTIMATION QUALITY
4 13691 EXTREME LEARNING MACHINE//EXTREME LEARNING MACHINE ELM//SINGLE HIDDEN LAYER FEEDFORWARD NETWORK
5 24529 SPARSE FUZZY RULE BASED SYSTEMS//FUZZY INTERPOLATIVE REASONING//FUZZY RULE INTERPOLATION
6 35052 EMPTY NEST ELDERLY//PARAMETERIZATION OF PHYSICS//EMPTY NEST
7 36347 DYNAMIC NETWORK ARCHITECTURE//KOHONEN NODES//INFORMAT POLICY STUDIES
8 30280 RECURSIVE DETERMINISTIC PERCEPTRON//BINARY NEURAL NETWORKS//CLASS OF SEPARABILITY
9 24844 BRATUS PROBLEM//TROESCHS PROBLEM//CONTINUOUS GENETIC ALGORITHM
10 34347 HYLCAM//INDIRECT CODE GENERATION//SEISMIC DATA COMPRESSION

Go to start page