Class information for:
Level 1: COMPLEX VALUED NEURAL NETWORKS//IMPROPER COMPLEX RANDOM VECTOR//IMPROPERNESS

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
19083 456 24.7 50%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
104 24509 IEEE TRANSACTIONS ON COMMUNICATIONS//MULTIUSER DETECTION//CHANNEL ESTIMATION

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 COMPLEX VALUED NEURAL NETWORKS Author keyword 11 36% 5% 25
2 IMPROPER COMPLEX RANDOM VECTOR Author keyword 9 83% 1% 5
3 IMPROPERNESS Author keyword 9 83% 1% 5
4 SECOND ORDER CIRCULARITY Author keyword 9 83% 1% 5
5 AUGMENTED QUATERNION STATISTICS Author keyword 8 75% 1% 6
6 WIDELY LINEAR ESTIMATION Author keyword 7 64% 2% 7
7 WIDELY LINEAR MODEL Author keyword 7 64% 2% 7
8 META COGNITIVE LEARNING Author keyword 6 80% 1% 4
9 WIDELY LINEAR PROCESSING Author keyword 5 39% 2% 11
10 COMPLEX VALUED NEURAL NETWORK Author keyword 4 33% 2% 11

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 COMPLEX VALUED NEURAL NETWORKS 11 36% 5% 25 Search COMPLEX+VALUED+NEURAL+NETWORKS Search COMPLEX+VALUED+NEURAL+NETWORKS
2 IMPROPER COMPLEX RANDOM VECTOR 9 83% 1% 5 Search IMPROPER+COMPLEX+RANDOM+VECTOR Search IMPROPER+COMPLEX+RANDOM+VECTOR
3 IMPROPERNESS 9 83% 1% 5 Search IMPROPERNESS Search IMPROPERNESS
4 SECOND ORDER CIRCULARITY 9 83% 1% 5 Search SECOND+ORDER+CIRCULARITY Search SECOND+ORDER+CIRCULARITY
5 AUGMENTED QUATERNION STATISTICS 8 75% 1% 6 Search AUGMENTED+QUATERNION+STATISTICS Search AUGMENTED+QUATERNION+STATISTICS
6 WIDELY LINEAR ESTIMATION 7 64% 2% 7 Search WIDELY+LINEAR+ESTIMATION Search WIDELY+LINEAR+ESTIMATION
7 WIDELY LINEAR MODEL 7 64% 2% 7 Search WIDELY+LINEAR+MODEL Search WIDELY+LINEAR+MODEL
8 META COGNITIVE LEARNING 6 80% 1% 4 Search META+COGNITIVE+LEARNING Search META+COGNITIVE+LEARNING
9 WIDELY LINEAR PROCESSING 5 39% 2% 11 Search WIDELY+LINEAR+PROCESSING Search WIDELY+LINEAR+PROCESSING
10 COMPLEX VALUED NEURAL NETWORK 4 33% 2% 11 Search COMPLEX+VALUED+NEURAL+NETWORK Search COMPLEX+VALUED+NEURAL+NETWORK

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 IMPROPRIETY 15 77% 2% 10
2 COMPLEX RANDOM VECTORS 12 52% 4% 16
3 WIDELY LINEAR ESTIMATION 11 100% 1% 6
4 BACKPROPAGATION ALGORITHM 5 16% 7% 30
5 MULTIVALUED NEURONS 4 35% 2% 9
6 RANDOM VECTORS 4 12% 6% 28
7 COMPLEX BACKPROPAGATION ALGORITHM 1 38% 1% 3
8 BPSK MODULATION 1 50% 0% 2
9 EQUALIZATION CONCEPTS 1 100% 0% 2
10 VALUED TIME SERIES 1 40% 0% 2

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Rotary components, random ellipses and polarization: a statistical perspective 2013 1 14 43%
Complex-Valued Neural Network and Complex-Valued Backpropagation Learning Algorithm 2008 0 8 63%
Application of quaternion algorithms for multicomponent data analysis: a review 2012 1 10 40%
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition 2012 16 40 5%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ.
in class
1 SIGNAL PROC NEURAL NETWORKS TEAM 3 100% 0.7% 3
2 FLIGHT VEHICLE CONTROL 2 67% 0.4% 2
3 INT MANAGEMENT SECUR 1 100% 0.4% 2
4 SIGNAL SYST THEORY GRP 1 25% 0.7% 3
5 EDS SPM 1 33% 0.4% 2
6 CHRISTIAN DOPPLER DESIGN METHODOL SIGNAL PROC 1 50% 0.2% 1
7 COMPUTAT NEUROENGN CNEL 1 50% 0.2% 1
8 ELECT TELECOM IT 1 50% 0.2% 1
9 LEHRSTUHL MOBILKOMMUNIKAT 1 50% 0.2% 1
10 ANAL SYST 0 33% 0.2% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000219710 MINIMUM BIT ERROR RATE//BAYESIAN DECISION FEEDBACK EQUALIZER//ASYMPTOTIC DECISION BOUNDARY
2 0.0000210454 CLIFFORD FOURIER TRANSFORM//QUATERNIONIC FOURIER TRANSFORM//QUATERNION FOURIER TRANSFORM
3 0.0000111114 EXTREME LEARNING MACHINE//EXTREME LEARNING MACHINE ELM//OS ELM
4 0.0000110489 MODULATION CLASSIFICATION//DIGITAL MODULATION CLASSIFICATION//NONSTOCHASTIC APPROACH
5 0.0000108266 I Q IMBALANCE//IQ IMBALANCE//FREQUENCY DEPENDENT I Q IMBALANCE
6 0.0000071978 LOCALLY STATIONARY PROCESSES//LOCAL STATIONARITY//LOCALLY STATIONARY PROCESS
7 0.0000071818 BINARY NEURAL NETWORKS//N BIT PARITY PROBLEM//LINEAR SEPARATION PROBLEM
8 0.0000067260 SLICE REGULAR FUNCTIONS//SPLIT QUATERNION//MATH INFORMAT NAT SCI MIN
9 0.0000066782 BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS
10 0.0000065667 SPLINE NEURAL NETWORKS//TRAINING TRAJECTORY//ADAPTIVE ACTIVATION FUNCTIONS