Class information for:
Level 1: N TUPLE CLASSIFIER//SIGMA PI//RAM BASED 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
29015 1                   N TUPLE CLASSIFIER//SIGMA PI//RAM BASED NEURAL NETWORKS 213

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 N TUPLE CLASSIFIER authKW 739832 2% 100% 5
2 SIGMA PI authKW 473491 2% 80% 4
3 RAM BASED NEURAL NETWORKS authKW 443899 1% 100% 3
4 RAM NETS authKW 332923 1% 75% 3
5 LOGIC NEURAL NETWORKS authKW 295933 1% 100% 2
6 LOGICAL NEURAL NETWORKS authKW 295933 1% 100% 2
7 N TUPLE SAMPLING authKW 295933 1% 100% 2
8 PLN NETWORK authKW 295933 1% 100% 2
9 RAM BASED NEURONS authKW 295933 1% 100% 2
10 REINFORCEMENT TRAINING authKW 266337 1% 60% 3

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 7990 51% 0% 108
2 Computer Science, Theory & Methods 812 17% 0% 37
3 Engineering, Electrical & Electronic 229 21% 0% 45
4 Computer Science, Interdisciplinary Applications 181 8% 0% 18
5 Language & Linguistics 172 4% 0% 9
6 Computer Science, Information Systems 131 7% 0% 15
7 Linguistics 113 4% 0% 8
8 Computer Science, Hardware & Architecture 105 4% 0% 9
9 Computer Science, Software Engineering 89 5% 0% 11
10 Computer Science, Cybernetics 77 2% 0% 4

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ADV COMP ARCHITECTURE GRP 217591 2% 29% 5
2 GET NT 147966 0% 100% 1
3 KADARDINO BALKAR SCI 147966 0% 100% 1
4 TERCIO PACITTI LICACOES PESQUISAS COMPUTAC 147966 0% 100% 1
5 USTO ORAN 147966 0% 100% 1
6 VAKGRP ALFAINFORMAT BCN 147966 0% 100% 1
7 DIGITAL SYST COMP ARCHITECTURE 73982 0% 50% 1
8 ESCUELA SUPER INGN CADIZ 73982 0% 50% 1
9 NEURAL SYST ENGN GRP 73982 0% 50% 1
10 SYST ENGN COMP SCI PROGRAM COPPE 73982 0% 50% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 NEURAL NETWORKS 14834 8% 1% 18
2 ASSOCIATION FOR RECORDED SOUND COLLECTIONS-JOURNAL 14795 0% 10% 1
3 BRITISH TELECOM TECHNOLOGY JOURNAL 10160 1% 2% 3
4 COMPUTATIONAL LINGUISTICS 8120 2% 1% 5
5 SIEMENS REVIEW 7044 0% 5% 1
6 PATTERN RECOGNITION LETTERS 4206 6% 0% 13
7 NATURAL LANGUAGE ENGINEERING 2985 1% 1% 2
8 IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING 2817 2% 0% 4
9 LANGUAGE RESOURCES AND EVALUATION 1758 1% 1% 2
10 CONNECTION SCIENCE 1702 1% 1% 2

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 N TUPLE CLASSIFIER 739832 2% 100% 5 Search N+TUPLE+CLASSIFIER Search N+TUPLE+CLASSIFIER
2 SIGMA PI 473491 2% 80% 4 Search SIGMA+PI Search SIGMA+PI
3 RAM BASED NEURAL NETWORKS 443899 1% 100% 3 Search RAM+BASED+NEURAL+NETWORKS Search RAM+BASED+NEURAL+NETWORKS
4 RAM NETS 332923 1% 75% 3 Search RAM+NETS Search RAM+NETS
5 LOGIC NEURAL NETWORKS 295933 1% 100% 2 Search LOGIC+NEURAL+NETWORKS Search LOGIC+NEURAL+NETWORKS
6 LOGICAL NEURAL NETWORKS 295933 1% 100% 2 Search LOGICAL+NEURAL+NETWORKS Search LOGICAL+NEURAL+NETWORKS
7 N TUPLE SAMPLING 295933 1% 100% 2 Search N+TUPLE+SAMPLING Search N+TUPLE+SAMPLING
8 PLN NETWORK 295933 1% 100% 2 Search PLN+NETWORK Search PLN+NETWORK
9 RAM BASED NEURONS 295933 1% 100% 2 Search RAM+BASED+NEURONS Search RAM+BASED+NEURONS
10 REINFORCEMENT TRAINING 266337 1% 60% 3 Search REINFORCEMENT+TRAINING Search REINFORCEMENT+TRAINING

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 33985 POSTERIOR CLASS PROBABILITIES//ASYMMETRIC CLASSIFICATION PROBLEMS//FISHERS CLASSIFIER
2 37053 ANIMATRONIC MODELLING//ATTENTION BENEFIT//BINARY NET
3 30511 B DIRECTION SEARCH//CARTOGRAPHIC DISPLAYS//COMPONENTI ELETTR CENT RD AGRATE
4 15495 FIELD PROGRAMMABLE ANALOG ARRAY FPAA//ON CHIP LEARNING//STOCHASTIC COMPUTING
5 21357 INTEGER WEIGHTS//ALGORITHMIC MAPPING//RECALL PHASE
6 23456 NEOCOGNITRON//MICROPOPULATION//DYNAMIC LINK MATCHING
7 20414 RULE EXTRACTION//KNOWLEDGE INSERTION//RULE EXTRACTION FROM NEURAL NETWORKS
8 38092 BUNKER CONFIGURATION//CNRS UA 1281//CNRS UA 1281 14 AVE EDOUARD BELIN
9 3379 ASSOCIATIVE MEMORY//HOPFIELD MODEL//BIDIRECTIONAL ASSOCIATIVE MEMORY
10 10662 SYSTEMATICITY//RECURRENT NEURAL NETWORKS//CONNECTIONISM

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