Class information for:
Level 1: FEEDFORWARD NEURAL NETWORKS//BACKPROPAGATION//IEEE TRANSACTIONS ON 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
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
7268 1                   FEEDFORWARD NEURAL NETWORKS//BACKPROPAGATION//IEEE TRANSACTIONS ON NEURAL NETWORKS 1413

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 FEEDFORWARD NEURAL NETWORKS authKW 514193 7% 24% 97
2 BACKPROPAGATION authKW 250749 8% 10% 114
3 IEEE TRANSACTIONS ON NEURAL NETWORKS journal 200294 11% 6% 161
4 ONLINE GRADIENT METHOD authKW 180654 1% 90% 9
5 ADAPTIVE MOMENTUM authKW 111516 0% 100% 5
6 WEIGHT DECAY authKW 99938 1% 41% 11
7 NEURAL NETWORKS journal 97735 8% 4% 119
8 CONSTRAINED LEARNING ALGORITHM authKW 89213 0% 100% 4
9 MAPPING SENSITIVITY authKW 89213 0% 100% 4
10 WEIGHT INITIALIZATION authKW 80287 0% 60% 6

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 53537 51% 0% 720
2 Computer Science, Theory & Methods 2873 13% 0% 182
3 Engineering, Electrical & Electronic 2733 27% 0% 386
4 Neurosciences 721 15% 0% 216
5 Computer Science, Cybernetics 710 2% 0% 31
6 Computer Science, Hardware & Architecture 604 4% 0% 56
7 Computer Science, Information Systems 564 6% 0% 82
8 Computer Science, Interdisciplinary Applications 465 6% 0% 78
9 Automation & Control Systems 265 3% 0% 46
10 Computer Science, Software Engineering 164 3% 0% 42

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PLATFORM SEARCH GRP 44606 0% 100% 2
2 UP ARTIFICIAL INTELLIGENCE 44606 0% 100% 2
3 DATA MIN OPTIMIZAT GRP DMO 42885 0% 38% 5
4 HEFEI INTELLIGENT MACHINES 34215 1% 9% 18
5 NONLINEAR UNCERTAIN SYST GRP 29736 0% 67% 2
6 UPAIRC 26754 0% 20% 6
7 INTELLIGENT COMP 25793 1% 9% 13
8 UNIT INTELLIGENT CONTROL DESIGN OPTIMIZAT C 25087 0% 38% 3
9 HUMAN ARTIFICIAL INTELLIGENCE SYST 24179 1% 14% 8
10 ADV ENGN ELECT 22303 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON NEURAL NETWORKS 200294 11% 6% 161
2 NEURAL NETWORKS 97735 8% 4% 119
3 NEURAL PROCESSING LETTERS 58057 4% 5% 52
4 NEUROCOMPUTING 43279 10% 1% 141
5 NEURAL COMPUTATION 36326 5% 3% 65
6 NEURAL COMPUTING & APPLICATIONS 9678 2% 1% 33
7 NEURAL NETWORK WORLD 6558 1% 2% 12
8 SYSTEMS AND COMPUTERS IN JAPAN 4502 1% 3% 8
9 LECTURE NOTES IN COMPUTER SCIENCE 3700 9% 0% 124
10 NETWORK-COMPUTATION IN NEURAL SYSTEMS 2497 1% 1% 8

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 FEEDFORWARD NEURAL NETWORKS 514193 7% 24% 97 Search FEEDFORWARD+NEURAL+NETWORKS Search FEEDFORWARD+NEURAL+NETWORKS
2 BACKPROPAGATION 250749 8% 10% 114 Search BACKPROPAGATION Search BACKPROPAGATION
3 ONLINE GRADIENT METHOD 180654 1% 90% 9 Search ONLINE+GRADIENT+METHOD Search ONLINE+GRADIENT+METHOD
4 ADAPTIVE MOMENTUM 111516 0% 100% 5 Search ADAPTIVE+MOMENTUM Search ADAPTIVE+MOMENTUM
5 WEIGHT DECAY 99938 1% 41% 11 Search WEIGHT+DECAY Search WEIGHT+DECAY
6 CONSTRAINED LEARNING ALGORITHM 89213 0% 100% 4 Search CONSTRAINED+LEARNING+ALGORITHM Search CONSTRAINED+LEARNING+ALGORITHM
7 MAPPING SENSITIVITY 89213 0% 100% 4 Search MAPPING+SENSITIVITY Search MAPPING+SENSITIVITY
8 WEIGHT INITIALIZATION 80287 0% 60% 6 Search WEIGHT+INITIALIZATION Search WEIGHT+INITIALIZATION
9 MOMENTUM TERM 79651 0% 71% 5 Search MOMENTUM+TERM Search MOMENTUM+TERM
10 MULTILAYER PERCEPTRON 71852 4% 6% 50 Search MULTILAYER+PERCEPTRON Search MULTILAYER+PERCEPTRON

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 36347 DYNAMIC NETWORK ARCHITECTURE//KOHONEN NODES//INFORMAT POLICY STUDIES
2 11592 SIGMOIDAL FUNCTION//RIDGE FUNCTIONS//COMMUN COMP SYST SCI DIST
3 37100 ANNEALING ROBUST LEARNING ALGORITHM//ROBUST LEARNING ALGORITHM//ESTIMATION QUALITY
4 34347 HYLCAM//INDIRECT CODE GENERATION//SEISMIC DATA COMPRESSION
5 12345 FORWARD REGRESSION//NARMAX//TRUCK SCALE
6 20414 RULE EXTRACTION//KNOWLEDGE INSERTION//RULE EXTRACTION FROM NEURAL NETWORKS
7 12562 GENERALIZATION ERROR//LINEAR PERCEPTRON//TRANSDISCIPLINARY SCI
8 21357 INTEGER WEIGHTS//ALGORITHMIC MAPPING//RECALL PHASE
9 33985 POSTERIOR CLASS PROBABILITIES//ASYMMETRIC CLASSIFICATION PROBLEMS//FISHERS CLASSIFIER
10 30280 RECURSIVE DETERMINISTIC PERCEPTRON//BINARY NEURAL NETWORKS//CLASS OF SEPARABILITY

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