Class information for:
Level 1: FUNCTION SHAPE AUTOTUNING//GENERALIZED SIGMOIDAL FUNCTIONS//SPLINE NEURAL NETWORKS

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
22 4 AUTOMATION & CONTROL SYSTEMS//ENGINEERING, CIVIL//ACOUSTICS 457813
238 3       JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS//JOURNAL OF SOUND AND VIBRATION//MECHANICS 47762
1023 2             DAMAGE DETECTION//STRUCTURAL HEALTH MONITORING//DAMAGE IDENTIFICATION 10555
34868 1                   FUNCTION SHAPE AUTOTUNING//GENERALIZED SIGMOIDAL FUNCTIONS//SPLINE NEURAL NETWORKS 119

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 FUNCTION SHAPE AUTOTUNING authKW 529698 2% 100% 2
2 GENERALIZED SIGMOIDAL FUNCTIONS authKW 529698 2% 100% 2
3 SPLINE NEURAL NETWORKS authKW 470838 3% 44% 4
4 ADJOINT THEORY authKW 397271 3% 50% 3
5 ADAPTIVE ACTIVATION FUNCTIONS authKW 353131 2% 67% 2
6 LENS MOUNTINGS authKW 353131 2% 67% 2
7 TRAINING TRAJECTORY authKW 353131 2% 67% 2
8 ACON OCON NETWORKS authKW 264849 1% 100% 1
9 AD T OPT TECHNOL address 264849 1% 100% 1
10 ANFIS TRAINING authKW 264849 1% 100% 1

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Optics 1058 39% 0% 47
2 Spectroscopy 527 18% 0% 22
3 Computer Science, Artificial Intelligence 291 13% 0% 16
4 Engineering, Mechanical 211 14% 0% 17
5 Engineering, Aerospace 82 4% 0% 5
6 Materials Science, Characterization, Testing 78 3% 0% 4
7 Computer Science, Theory & Methods 44 6% 0% 7
8 Mechanics 32 7% 0% 8
9 Automation & Control Systems 24 3% 0% 4
10 Engineering, General 16 3% 0% 4

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 AD T OPT TECHNOL 264849 1% 100% 1
2 DIGITAL SIGNAL PROC GRPGDPS 264849 1% 100% 1
3 ESUELA TECN SUPER INGN 264849 1% 100% 1
4 HELLAS VASSILICA VOUTON 264849 1% 100% 1
5 NUMER MODELLING MET PROC 264849 1% 100% 1
6 TISSAT SA 264849 1% 100% 1
7 OPT DEVICES SYST 70623 2% 13% 2
8 CURT RI DYNAM ACOUST MEASUREMENTS 66211 1% 25% 1
9 UNIT PL MECH 55754 2% 11% 2
10 CURT RI 52968 1% 20% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS 21712 18% 0% 21
2 OPTICAL SPECTRA 9807 1% 4% 1
3 ASTROPHYSICAL LETTERS & COMMUNICATIONS 5349 3% 1% 4
4 OPTICAL ENGINEERING 5336 14% 0% 17
5 MODAL ANALYSIS-THE INTERNATIONAL JOURNAL OF ANALYTICAL AND EXPERIMENTAL MODAL ANALYSIS 5295 1% 2% 1
6 JSME INTERNATIONAL JOURNAL SERIES C-DYNAMICS CONTROL ROBOTICS DESIGN AND MANUFACTURING 3893 1% 1% 1
7 MECHANICAL SYSTEMS AND SIGNAL PROCESSING 2421 5% 0% 6
8 INVERSE PROBLEMS IN ENGINEERING 1850 1% 1% 1
9 IEEE TRANSACTIONS ON NEURAL NETWORKS 1462 3% 0% 4
10 NEURAL NETWORKS 1306 3% 0% 4

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 FUNCTION SHAPE AUTOTUNING 529698 2% 100% 2 Search FUNCTION+SHAPE+AUTOTUNING Search FUNCTION+SHAPE+AUTOTUNING
2 GENERALIZED SIGMOIDAL FUNCTIONS 529698 2% 100% 2 Search GENERALIZED+SIGMOIDAL+FUNCTIONS Search GENERALIZED+SIGMOIDAL+FUNCTIONS
3 SPLINE NEURAL NETWORKS 470838 3% 44% 4 Search SPLINE+NEURAL+NETWORKS Search SPLINE+NEURAL+NETWORKS
4 ADJOINT THEORY 397271 3% 50% 3 Search ADJOINT+THEORY Search ADJOINT+THEORY
5 ADAPTIVE ACTIVATION FUNCTIONS 353131 2% 67% 2 Search ADAPTIVE+ACTIVATION+FUNCTIONS Search ADAPTIVE+ACTIVATION+FUNCTIONS
6 LENS MOUNTINGS 353131 2% 67% 2 Search LENS+MOUNTINGS Search LENS+MOUNTINGS
7 TRAINING TRAJECTORY 353131 2% 67% 2 Search TRAINING+TRAJECTORY Search TRAINING+TRAJECTORY
8 ACON OCON NETWORKS 264849 1% 100% 1 Search ACON+OCON+NETWORKS Search ACON+OCON+NETWORKS
9 ANFIS TRAINING 264849 1% 100% 1 Search ANFIS+TRAINING Search ANFIS+TRAINING
10 AUTOMATIC PRUNING 264849 1% 100% 1 Search AUTOMATIC+PRUNING Search AUTOMATIC+PRUNING

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 36391 NEFTEKAMSK BRANCH//ONE INCLUSION//POLYDISPERSE STRUCTURE
2 33018 MULTIVARIATE IMAGE ANALYSIS//ANGLE MEASURE TECHNIQUE//ANGLE MEASURE TECHNIQUE AMT
3 33638 SST 1//EMBEDDED STRAIN GAUGES//SST 1 TOKAMAK
4 21342 MINIMUM BIT ERROR RATE//CHANNEL EQUALIZATION//ASYMPTOTIC DECISION BOUNDARY
5 11592 SIGMOIDAL FUNCTION//RIDGE FUNCTIONS//COMMUN COMP SYST SCI DIST
6 7268 FEEDFORWARD NEURAL NETWORKS//BACKPROPAGATION//IEEE TRANSACTIONS ON NEURAL NETWORKS
7 24043 K CORONA//HOPKINS OBSERV//COR1
8 263 DAMAGE DETECTION//DAMAGE IDENTIFICATION//MODEL UPDATING
9 35760 MOSAIC TILING//TUNNELING ROBOT//MARBLE MOSAIC
10 17769 ZOOM LENS//AUTOMATIC LENS DESIGN//LENS MODULE

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