Class information for:
Level 1: MINIMUM BIT ERROR RATE//CHANNEL EQUALIZATION//ASYMPTOTIC DECISION BOUNDARY

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
21342 1                   MINIMUM BIT ERROR RATE//CHANNEL EQUALIZATION//ASYMPTOTIC DECISION BOUNDARY 447

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MINIMUM BIT ERROR RATE authKW 851112 3% 93% 13
2 CHANNEL EQUALIZATION authKW 397632 6% 20% 28
3 ASYMPTOTIC DECISION BOUNDARY authKW 352532 1% 100% 5
4 BAYESIAN DECISION FEEDBACK EQUALIZER authKW 352532 1% 100% 5
5 EXTENDED BINARY PHASE SHIFT KEYING EBPSK authKW 282026 1% 100% 4
6 TURBO EQUALIZATION TEQ authKW 282026 1% 100% 4
7 BAYESIAN EQUALIZER authKW 282022 1% 67% 6
8 ADAPTIVE NONLINEAR EQUALIZER authKW 211519 1% 100% 3
9 NONLINEAR CHANNEL EQUALIZERS authKW 211519 1% 100% 3
10 PIPELINED RECURRENT NEURAL NETWORK authKW 211519 1% 100% 3

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Engineering, Electrical & Electronic 6806 71% 0% 318
2 Telecommunications 3607 24% 0% 109
3 Computer Science, Artificial Intelligence 839 12% 0% 53
4 Computer Science, Information Systems 229 6% 0% 29
5 Automation & Control Systems 90 3% 0% 15
6 Computer Science, Cybernetics 80 1% 0% 6
7 Computer Science, Hardware & Architecture 66 2% 0% 11
8 Computer Science, Theory & Methods 43 3% 0% 15
9 Transportation Science & Technology 26 1% 0% 5
10 Engineering, General 22 2% 0% 10

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SI CHUAN PROV SIGNAL INFORMAT PROC 125340 1% 44% 4
2 SIGNAL PROC SECT 94003 1% 33% 4
3 AD T SIGNAL PROC INFORMAT COMPUTAT 70506 0% 100% 1
4 COMMUNICAT SIGNAL PROC GRP 70506 0% 100% 1
5 DICOM ETSII TELECOM 70506 0% 100% 1
6 DPTO TSC IT 70506 0% 100% 1
7 ELECT ELECT ENGN COMMUN SIGNAL PROC 70506 0% 100% 1
8 IETR INTITUT ELECT TELECOMMUN RENNES 70506 0% 100% 1
9 IMAGE SPEECH SIGNAL PROC GRP 70506 0% 100% 1
10 IMAGINE MIN 70506 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SIGNAL PROCESSING 17847 9% 1% 41
2 IEEE TRANSACTIONS ON NEURAL NETWORKS 10747 5% 1% 21
3 IEE PROCEEDINGS-COMMUNICATIONS 5768 2% 1% 9
4 IEEE TRANSACTIONS ON SIGNAL PROCESSING 5399 6% 0% 28
5 IEEE TRANSACTIONS ON COMMUNICATIONS 3444 5% 0% 22
6 DIGITAL SIGNAL PROCESSING 3182 2% 1% 9
7 IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING 3017 1% 1% 6
8 IEE PROCEEDINGS-I COMMUNICATIONS SPEECH AND VISION 1676 1% 1% 4
9 IEEE SIGNAL PROCESSING LETTERS 1519 2% 0% 10
10 ELECTRONICS LETTERS 1356 6% 0% 28

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 MINIMUM BIT ERROR RATE 851112 3% 93% 13 Search MINIMUM+BIT+ERROR+RATE Search MINIMUM+BIT+ERROR+RATE
2 CHANNEL EQUALIZATION 397632 6% 20% 28 Search CHANNEL+EQUALIZATION Search CHANNEL+EQUALIZATION
3 ASYMPTOTIC DECISION BOUNDARY 352532 1% 100% 5 Search ASYMPTOTIC+DECISION+BOUNDARY Search ASYMPTOTIC+DECISION+BOUNDARY
4 BAYESIAN DECISION FEEDBACK EQUALIZER 352532 1% 100% 5 Search BAYESIAN+DECISION+FEEDBACK+EQUALIZER Search BAYESIAN+DECISION+FEEDBACK+EQUALIZER
5 EXTENDED BINARY PHASE SHIFT KEYING EBPSK 282026 1% 100% 4 Search EXTENDED+BINARY+PHASE+SHIFT+KEYING+EBPSK Search EXTENDED+BINARY+PHASE+SHIFT+KEYING+EBPSK
6 TURBO EQUALIZATION TEQ 282026 1% 100% 4 Search TURBO+EQUALIZATION+TEQ Search TURBO+EQUALIZATION+TEQ
7 BAYESIAN EQUALIZER 282022 1% 67% 6 Search BAYESIAN+EQUALIZER Search BAYESIAN+EQUALIZER
8 ADAPTIVE NONLINEAR EQUALIZER 211519 1% 100% 3 Search ADAPTIVE+NONLINEAR+EQUALIZER Search ADAPTIVE+NONLINEAR+EQUALIZER
9 NONLINEAR CHANNEL EQUALIZERS 211519 1% 100% 3 Search NONLINEAR+CHANNEL+EQUALIZERS Search NONLINEAR+CHANNEL+EQUALIZERS
10 PIPELINED RECURRENT NEURAL NETWORK 211519 1% 100% 3 Search PIPELINED+RECURRENT+NEURAL+NETWORK Search PIPELINED+RECURRENT+NEURAL+NETWORK

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 20130 WIDELY LINEAR MODEL//COMPLEX VALUED NEURAL NETWORKS//IMPROPER GAUSSIAN SIGNALING
2 9445 BLIND EQUALIZATION//BLIND CHANNEL ESTIMATION//CONSTANT MODULUS ALGORITHM
3 16598 DECISION FEEDBACK EQUALIZER//DECISION FEEDBACK EQUALIZATION//EQUALIZATION
4 11940 CMAC//CEREBELLAR MODEL ARTICULATION CONTROLLER CMAC//WAVELET NEURAL NETWORK
5 16359 VOLTERRA SERIES//VOLTERRA SYSTEMS//NONLINEAR OUTPUT FREQUENCY RESPONSE FUNCTION
6 2161 MULTIUSER DETECTION//CODE DIVISION MULTIPLE ACCESS CDMA//CDMA
7 12345 FORWARD REGRESSION//NARMAX//TRUCK SCALE
8 3049 ADAPTIVE FILTERING//ACOUSTIC ECHO CANCELLATION//ADAPTIVE FILTERS
9 30280 RECURSIVE DETERMINISTIC PERCEPTRON//BINARY NEURAL NETWORKS//CLASS OF SEPARABILITY
10 7268 FEEDFORWARD NEURAL NETWORKS//BACKPROPAGATION//IEEE TRANSACTIONS ON NEURAL NETWORKS

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