Class information for:
Level 1: CITEC EXCELLENCE//METRIC ADAPTATION//CLIN PSYCHOTHER Y

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
7229 1315 25.6 40%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
629 13118 NEURAL NETWORKS//IEEE TRANSACTIONS ON NEURAL NETWORKS//EXTREME LEARNING MACHINE

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 CITEC EXCELLENCE Address 30 100% 1% 12
2 METRIC ADAPTATION Author keyword 18 89% 1% 8
3 CLIN PSYCHOTHER Y Address 16 61% 1% 17
4 NEURAL NETWORKS Address 11 25% 3% 38
5 COMPETITIVE LEARNING Author keyword 10 17% 4% 50
6 RELEVANCE LEARNING Author keyword 9 64% 1% 9
7 IT EDUC Address 8 44% 1% 14
8 AUTOMAT FABRICAC Address 7 67% 0% 6
9 MODULAR NETWORK SOM Author keyword 6 80% 0% 4
10 SELF ORGANIZING MAP SOM Author keyword 6 15% 3% 38

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 METRIC ADAPTATION 18 89% 1% 8 Search METRIC+ADAPTATION Search METRIC+ADAPTATION
2 COMPETITIVE LEARNING 10 17% 4% 50 Search COMPETITIVE+LEARNING Search COMPETITIVE+LEARNING
3 RELEVANCE LEARNING 9 64% 1% 9 Search RELEVANCE+LEARNING Search RELEVANCE+LEARNING
4 MODULAR NETWORK SOM 6 80% 0% 4 Search MODULAR+NETWORK+SOM Search MODULAR+NETWORK+SOM
5 SELF ORGANIZING MAP SOM 6 15% 3% 38 Search SELF+ORGANIZING+MAP+SOM Search SELF+ORGANIZING+MAP+SOM
6 SELF ORGANIZING MAPS SOMS 5 32% 1% 13 Search SELF+ORGANIZING+MAPS+SOMS Search SELF+ORGANIZING+MAPS+SOMS
7 WEBSOM 5 63% 0% 5 Search WEBSOM Search WEBSOM
8 NEURAL GAS 5 25% 1% 17 Search NEURAL+GAS Search NEURAL+GAS
9 MNSOM 4 67% 0% 4 Search MNSOM Search MNSOM
10 ADAPTIVE SUBSPACE SELF ORGANIZING MAP 4 75% 0% 3 Search ADAPTIVE+SUBSPACE+SELF+ORGANIZING+MAP Search ADAPTIVE+SUBSPACE+SELF+ORGANIZING+MAP

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 MAGNIFICATION CONTROL 30 100% 1% 12
2 NEURAL GAS 27 56% 3% 33
3 ORGANIZING FEATURE MAPS 24 56% 2% 29
4 FEATURE DISCOVERY 17 72% 1% 13
5 SELF ORGANIZING MAPS 14 14% 7% 96
6 NEIGHBORHOOD PRESERVATION 12 75% 1% 9
7 PRESERVING NEURAL NETWORKS 11 100% 0% 6
8 DATA PROJECTION 9 50% 1% 13
9 ASYMPTOTIC LEVEL DENSITY 9 59% 1% 10
10 GENERALIZATION ABILITY 8 70% 1% 7

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Engineering applications of the self-organizing map 1996 325 22 23%
Algorithms for hierarchical clustering: an overview 2012 17 23 17%
THE SELF-ORGANIZING MAP 1990 2617 33 21%
Data visualization by nonlinear dimensionality reduction 2015 0 45 53%
Mutual information maximization: Models of cortical self-organization 1996 95 8 25%
A review of learning vector quantization classifiers 2014 0 36 39%
Indefinite Proximity Learning: A Review 2015 0 57 26%
User-centered evaluation of adaptive and adaptable systems: a literature review 2008 17 33 3%

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 CITEC EXCELLENCE 30 100% 0.9% 12
2 CLIN PSYCHOTHER Y 16 61% 1.3% 17
3 NEURAL NETWORKS 11 25% 2.9% 38
4 IT EDUC 8 44% 1.1% 14
5 AUTOMAT FABRICAC 7 67% 0.5% 6
6 FUTURE SCI TECHNOL JOINT 6 45% 0.8% 10
7 GRP INVEST SUPP S 6 100% 0.3% 4
8 KLIN PSYCHOTHER IE 5 63% 0.4% 5
9 NEURAL COMPUTAT GRP 3 57% 0.3% 4
10 CITEC CLUSTER EXCELLENCE 3 100% 0.2% 3

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000128593 PALETTE DESIGN//COLOR QUANTIZATION//COLOR IMAGE QUANTIZATION
2 0.0000118462 MINOR COMPONENT ANALYSIS MCA//DETERMINISTIC DISCRETE TIME DDT SYSTEM//SUBSPACE TRACKING
3 0.0000114495 SPHERICAL SELF ORGANIZING FEATURE MAP//SUPERVISED KOHONEN NETWORKS//COUNTER PROPAGATION ARTIFICIAL NEURAL NETWORKS
4 0.0000104529 ADAPTIVE RESONANCE THEORY//DYNAMIC DECAY ADJUSTMENT//ARTMAP
5 0.0000101855 SECCIO INTELLIGENCIA ARTIFICIAL//INTEGRATED SENSORY INTELLIGENT SYSTEM//ALTANA CHAIR BIOINFORMAT INFORMAT MIN
6 0.0000090096 VECTOR QUANTIZATION//CODEBOOK GENERATION//VECTOR QUANTISATION
7 0.0000084338 CATASTROPHIC INTERFERENCE//CATASTROPHIC FORGETTING//CANONICAL ORTHOGONALIZATION
8 0.0000083102 PRINCIPAL POINTS//PRINCIPAL CURVES//SELECTIVE ASSEMBLY
9 0.0000071040 FUZZY CLUSTERING//CLUSTER VALIDITY//SUBSPACE CLUSTERING
10 0.0000070179 SYSTEMATICITY//LONG TERM DEPENDENCIES//CONNECTIONISM