Class information for:
Level 1: RECURSIVE DETERMINISTIC PERCEPTRON//BINARY NEURAL NETWORKS//CLASS OF SEPARABILITY

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
30280 1                   RECURSIVE DETERMINISTIC PERCEPTRON//BINARY NEURAL NETWORKS//CLASS OF SEPARABILITY 187

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 RECURSIVE DETERMINISTIC PERCEPTRON authKW 674158 2% 100% 4
2 BINARY NEURAL NETWORKS authKW 674154 3% 67% 6
3 CLASS OF SEPARABILITY authKW 505619 2% 100% 3
4 ATOMIC SYSTEMS VISUALIZATION authKW 337079 1% 100% 2
5 LINEAR SEPARATION PROBLEM authKW 337079 1% 100% 2
6 MULTIPLICATIVE NEURONS authKW 337079 1% 100% 2
7 NOISE ENERGY FUNCTION authKW 337079 1% 100% 2
8 N BIT PARITY PROBLEM authKW 303369 2% 60% 3
9 LINEAR SEPARABILITY authKW 276565 4% 21% 8
10 PARITY PROBLEM authKW 263336 3% 31% 5

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 2672 32% 0% 59
2 Computer Science, Hardware & Architecture 520 10% 0% 18
3 Engineering, Electrical & Electronic 393 28% 0% 53
4 Automation & Control Systems 290 9% 0% 16
5 Computer Science, Information Systems 284 11% 0% 20
6 Computer Science, Theory & Methods 158 9% 0% 16
7 Mathematics 132 13% 0% 24
8 Operations Research & Management Science 88 5% 0% 10
9 Computer Science, Software Engineering 51 4% 0% 8
10 Computer Science, Cybernetics 49 2% 0% 3

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ARFSFRM 168540 1% 100% 1
2 CSC DIGITS 168540 1% 100% 1
3 DIGITS CCI 168540 1% 100% 1
4 FONTENAY ROSES 168540 1% 100% 1
5 GRP GEOMETR DESIGN 168540 1% 100% 1
6 IST CALCOLO RETI 168540 1% 100% 1
7 LANCI 168540 1% 100% 1
8 OCEAN ENGG NAVAL ARCHITECTURE 168540 1% 100% 1
9 SIAM SIAG ACT 168540 1% 100% 1
10 CNRSURA 1871 84269 1% 50% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON NEURAL NETWORKS 7054 6% 0% 11
2 SCIENTIA IRANICA TRANSACTION E-INDUSTRIAL ENGINEERING 5616 1% 3% 1
3 NEURAL NETWORKS 3330 4% 0% 8
4 NEUROCOMPUTING 3217 7% 0% 14
5 IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES 2494 6% 0% 11
6 MICROPROCESSING AND MICROPROGRAMMING 2395 2% 0% 4
7 DOKLADY MATHEMATICS 1906 3% 0% 6
8 DIFFERENTIAL EQUATIONS 1555 3% 0% 6
9 NEURAL PROCESSING LETTERS 1457 2% 0% 3
10 JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL 1333 2% 0% 3

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 RECURSIVE DETERMINISTIC PERCEPTRON 674158 2% 100% 4 Search RECURSIVE+DETERMINISTIC+PERCEPTRON Search RECURSIVE+DETERMINISTIC+PERCEPTRON
2 BINARY NEURAL NETWORKS 674154 3% 67% 6 Search BINARY+NEURAL+NETWORKS Search BINARY+NEURAL+NETWORKS
3 CLASS OF SEPARABILITY 505619 2% 100% 3 Search CLASS+OF+SEPARABILITY Search CLASS+OF+SEPARABILITY
4 ATOMIC SYSTEMS VISUALIZATION 337079 1% 100% 2 Search ATOMIC+SYSTEMS+VISUALIZATION Search ATOMIC+SYSTEMS+VISUALIZATION
5 LINEAR SEPARATION PROBLEM 337079 1% 100% 2 Search LINEAR+SEPARATION+PROBLEM Search LINEAR+SEPARATION+PROBLEM
6 MULTIPLICATIVE NEURONS 337079 1% 100% 2 Search MULTIPLICATIVE+NEURONS Search MULTIPLICATIVE+NEURONS
7 NOISE ENERGY FUNCTION 337079 1% 100% 2 Search NOISE+ENERGY+FUNCTION Search NOISE+ENERGY+FUNCTION
8 N BIT PARITY PROBLEM 303369 2% 60% 3 Search N+BIT+PARITY+PROBLEM Search N+BIT+PARITY+PROBLEM
9 LINEAR SEPARABILITY 276565 4% 21% 8 Search LINEAR+SEPARABILITY Search LINEAR+SEPARABILITY
10 PARITY PROBLEM 263336 3% 31% 5 Search PARITY+PROBLEM Search PARITY+PROBLEM

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 12562 GENERALIZATION ERROR//LINEAR PERCEPTRON//TRANSDISCIPLINARY SCI
2 36347 DYNAMIC NETWORK ARCHITECTURE//KOHONEN NODES//INFORMAT POLICY STUDIES
3 7268 FEEDFORWARD NEURAL NETWORKS//BACKPROPAGATION//IEEE TRANSACTIONS ON NEURAL NETWORKS
4 32958 CLUSTER SPACE//CLUSTER SPACE CONTROL//ELECTRIC THRUSTERS
5 11592 SIGMOIDAL FUNCTION//RIDGE FUNCTIONS//COMMUN COMP SYST SCI DIST
6 21342 MINIMUM BIT ERROR RATE//CHANNEL EQUALIZATION//ASYMPTOTIC DECISION BOUNDARY
7 12560 CELLULAR NEURAL NETWORKS//CELLULAR NONLINEAR NETWORKS//CELLULAR NEURAL NETWORK CNN
8 15702 CHAOTIC NEURAL NETWORK//CHAOS NEURON//COMPUTAT NEURODYNAM
9 29363 PULSE COUPLED NEURAL NETWORK//PULSE COUPLED NEURAL NETWORK PCNN//PCNN
10 3379 ASSOCIATIVE MEMORY//HOPFIELD MODEL//BIDIRECTIONAL ASSOCIATIVE MEMORY

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