Class information for:
Level 1: N TUPLE CLASSIFIER//SIGMA PI//RAM NETS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
31840 147 18.4 26%


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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
211 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//DATA MINING 51632
695 2             IEEE TRANSACTIONS ON NEURAL NETWORKS//EXTREME LEARNING MACHINE//NEURAL NETWORKS 13054
31840 1                   N TUPLE CLASSIFIER//SIGMA PI//RAM NETS 147

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 N TUPLE CLASSIFIER authKW 1038624 3% 100% 5
2 SIGMA PI authKW 1038624 3% 100% 5
3 RAM NETS authKW 830899 3% 100% 4
4 RAM BASED NEURAL NETWORKS authKW 623174 2% 100% 3
5 LOGIC NEURAL NETWORKS authKW 415449 1% 100% 2
6 LOGICAL NEURAL NETWORKS authKW 415449 1% 100% 2
7 N TUPLE SAMPLING authKW 415449 1% 100% 2
8 PLN NETWORK authKW 415449 1% 100% 2
9 RAM BASED NEURONS authKW 415449 1% 100% 2
10 REINFORCEMENT TRAINING authKW 373902 2% 60% 3

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Computer Science, Artificial Intelligence 5064 48% 0% 71
2 Computer Science, Theory & Methods 334 14% 0% 20
3 Engineering, Electrical & Electronic 318 29% 0% 42
4 Computer Science, Hardware & Architecture 94 5% 0% 7
5 Neurosciences 88 16% 0% 24
6 Computer Science, Interdisciplinary Applications 78 7% 0% 10
7 COMPUTER APPLICATIONS & CYBERNETICS 78 1% 0% 1
8 Computer Science, Cybernetics 65 2% 0% 3
9 Computer Science, Software Engineering 51 5% 0% 7
10 Ergonomics 27 1% 0% 2

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 GRP COMPUTAT MODELLING BCI 207725 1% 100% 1
2 KADARDINO BALKAR SCI 207725 1% 100% 1
3 USTO ORAN 207725 1% 100% 1
4 PL MATH AUTOMAT 111602 4% 9% 6
5 DIGITAL SYST COMP ARCHITECTURE 103861 1% 50% 1
6 NEURAL SYST ENGN GRP 103861 1% 50% 1
7 KABARDINO BALKAR SCI 99859 3% 10% 5
8 INTELLIGENT INTERACT SYST GRP 59346 1% 14% 2
9 COMP ELETRON 51930 1% 25% 1
10 PL ELECT TELECOMMUN 20771 1% 10% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 NEURAL NETWORKS 16893 11% 1% 16
2 BRITISH TELECOM TECHNOLOGY JOURNAL 14265 2% 2% 3
3 PATTERN RECOGNITION LETTERS 6080 9% 0% 13
4 IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING 3958 3% 0% 4
5 CONNECTION SCIENCE 2553 1% 1% 2
6 DOKLADY MATHEMATICS 2437 4% 0% 6
7 ELECTRONICS LETTERS 1907 13% 0% 19
8 IEE PROCEEDINGS-F RADAR AND SIGNAL PROCESSING 964 1% 0% 2
9 INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES 864 1% 0% 2
10 INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION 791 1% 0% 1

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 N TUPLE CLASSIFIER 1038624 3% 100% 5 Search N+TUPLE+CLASSIFIER Search N+TUPLE+CLASSIFIER
2 SIGMA PI 1038624 3% 100% 5 Search SIGMA+PI Search SIGMA+PI
3 RAM NETS 830899 3% 100% 4 Search RAM+NETS Search RAM+NETS
4 RAM BASED NEURAL NETWORKS 623174 2% 100% 3 Search RAM+BASED+NEURAL+NETWORKS Search RAM+BASED+NEURAL+NETWORKS
5 LOGIC NEURAL NETWORKS 415449 1% 100% 2 Search LOGIC+NEURAL+NETWORKS Search LOGIC+NEURAL+NETWORKS
6 LOGICAL NEURAL NETWORKS 415449 1% 100% 2 Search LOGICAL+NEURAL+NETWORKS Search LOGICAL+NEURAL+NETWORKS
7 N TUPLE SAMPLING 415449 1% 100% 2 Search N+TUPLE+SAMPLING Search N+TUPLE+SAMPLING
8 PLN NETWORK 415449 1% 100% 2 Search PLN+NETWORK Search PLN+NETWORK
9 RAM BASED NEURONS 415449 1% 100% 2 Search RAM+BASED+NEURONS Search RAM+BASED+NEURONS
10 REINFORCEMENT TRAINING 373902 2% 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.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 LOCKWOOD, GG , ALEKSANDER, I , (2003) PREDICTING THE BEHAVIOUR OF G-RAM NETWORKS.NEURAL NETWORKS. VOL. 16. ISSUE 1. P. 91-100 11 79% 6
2 BURIAN, P , HOLOTA, R , (2016) FAST IMAGE RECOGNITION BASED ON N-TUPLE NEURAL NETWORKS IMPLEMENTED IN AN FPGA.JOURNAL OF REAL-TIME IMAGE PROCESSING. VOL. 11. ISSUE 1. P. 155 -166 4 100% 1
3 ALIA, G , MARTINELLI, E , (2005) NEUROM: A ROM BASED RNS DIGITAL NEURON.NEURAL NETWORKS. VOL. 18. ISSUE 2. P. 179 -189 8 67% 3
4 LUDERMIR, TB , DE OLIVEIRA, WR , DE SOUTO, MCP , (2005) EQUIVALENCE BETWEEN RAM-BASED NEURAL NETWORKS AND PROBABILISTIC AUTOMATA.IEEE TRANSACTIONS ON NEURAL NETWORKS. VOL. 16. ISSUE 4. P. 996 -999 6 86% 7
5 NEVILLE, RS , STONHAM, TJ , GLOVER, RJ , (2000) PARTIALLY PRE-CALCULATED WEIGHTS FOR THE BACKPROPAGATION LEARNING REGIME AND HIGH ACCURACY FUNCTION MAPPING USING CONTINUOUS INPUT RAM-BASED SIGMA-PI NETS.NEURAL NETWORKS. VOL. 13. ISSUE 1. P. 91 -110 9 64% 2
6 CLARKSON, TG , CHRISTODOULOU, CC , GUAN, YL , GORSE, D , ROMANO-CRITCHLEY, DA , TAYLOR, JG , (2001) SPEAKER IDENTIFICATION FOR SECURITY SYSTEMS USING REINFORCEMENT-TRAINED PRAM NEURAL NETWORK ARCHITECTURES.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS. VOL. 31. ISSUE 1. P. 65 -76 6 86% 13
7 TAMBOURATZIS, G , (2002) IMPROVING THE CLUSTERING PERFORMANCE OF THE SCANNING N-TUPLE METHOD BY USING SELF-SUPERVISED ALGORITHMS TO INTRODUCE SUBCLASSES.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 24. ISSUE 6. P. 722-733 7 70% 6
8 SHIBZUKHOV, ZM , (2015) AGGREGATION CORRECT OPERATIONS ON ALGORITHMS.DOKLADY MATHEMATICS. VOL. 91. ISSUE 3. P. 391 -393 3 100% 0
9 AL-ALAWI, R , (2007) PERFORMANCE EVALUATION OF FUZZY SINGLE LAYER WEIGHTLESS NEURAL NETWORK.INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS. VOL. 15. ISSUE 3. P. 381-393 7 50% 0
10 NEVILLE, R , (2008) THIRD-ORDER GENERALIZATION: A NEW APPROACH TO CATEGORIZING HIGHER-ORDER GENERALIZATION.NEUROCOMPUTING. VOL. 71. ISSUE 7-9. P. 1477 -1499 8 38% 1

Classes with closest relation at Level 1


Rank Class id link
1 10785 ON CHIP LEARNING//IEEE TRANSACTIONS ON NEURAL NETWORKS//CONTINUOUS VALUED NUMBER SYSTEM CVNS
2 36115 OTONEUROLOGY//OTONEUROLOGICAL DATA//VARIABLE EVALUATION
3 34293 SPOKEN QUERY PROCESSING//ABBREVIATOR//ADVANCED INTERFACES
4 21323 RULE EXTRACTION//KNOWLEDGE INSERTION//RULE EXTRACTION FROM NEURAL NETWORKS
5 25686 CHROMOSOME CLASSIFICATION//AUTOMATED KARYOTYPING//AUTOMATED METAPHASE FINDING
6 23468 NEOCOGNITRON//DYNAMIC LINK MATCHING//VISUAL PATTERN RECOGNITION
7 30456 MEDICAL IMAGE RECOGNITION//INTEGRATED SENSORY INTELLIGENT SYSTEM//SECCIO INTELLIGENCIA ARTIFICIAL
8 36904 UNITE PROTEOMIE FONCTIONNELLE BIOP ERVAT ALIM//ANTI S AUREUS EOS//ANTI S AUREUS PEPTIDES
9 30709 ADLIB SABLE//ATE INTERFACE//DEPTH BUFFER METHOD
10 13649 CMAC//CEREBELLAR MODEL ARTICULATION CONTROLLER CMAC//WAVELET NEURAL NETWORK

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