Class information for:
Level 1: KOHONEN ARTIFICIAL NEURAL NETWORK//UMR 5576//ECOL VERTEBRATE ZOOL

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
15414 643 35.5 49%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
854 10975 PHYTOPLANKTON//EUTROPHICATION//LAKE AND RESERVOIR MANAGEMENT

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 KOHONEN ARTIFICIAL NEURAL NETWORK Author keyword 8 75% 1% 6
2 UMR 5576 Address 7 34% 3% 18
3 ECOL VERTEBRATE ZOOL Address 7 21% 5% 29
4 LADYBIO Address 5 34% 2% 11
5 CESAC Address 4 23% 3% 17
6 LAKE CATEGORIES Author keyword 4 75% 0% 3
7 SPECIES PREDICTION Author keyword 3 60% 0% 3
8 DIDACT BIOL BIO ERS STUDIES Address 2 67% 0% 2
9 ECOSYST SCI GRP Address 2 67% 0% 2
10 ENSEMBLED ARTIFICIAL NEURAL NETWORKS Author keyword 2 67% 0% 2

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 KOHONEN ARTIFICIAL NEURAL NETWORK 8 75% 1% 6 Search KOHONEN+ARTIFICIAL+NEURAL+NETWORK Search KOHONEN+ARTIFICIAL+NEURAL+NETWORK
2 LAKE CATEGORIES 4 75% 0% 3 Search LAKE+CATEGORIES Search LAKE+CATEGORIES
3 SPECIES PREDICTION 3 60% 0% 3 Search SPECIES+PREDICTION Search SPECIES+PREDICTION
4 ENSEMBLED ARTIFICIAL NEURAL NETWORKS 2 67% 0% 2 Search ENSEMBLED+ARTIFICIAL+NEURAL+NETWORKS Search ENSEMBLED+ARTIFICIAL+NEURAL+NETWORKS
5 HABITAT PREDICTION MODEL 2 67% 0% 2 Search HABITAT+PREDICTION+MODEL Search HABITAT+PREDICTION+MODEL
6 KUROSHIO OYASHIO 2 67% 0% 2 Search KUROSHIO+OYASHIO Search KUROSHIO+OYASHIO
7 MOVEMENT BEHAVIORS 2 67% 0% 2 Search MOVEMENT+BEHAVIORS Search MOVEMENT+BEHAVIORS
8 NEURAL INTERPRETATION DIAGRAM 2 67% 0% 2 Search NEURAL+INTERPRETATION+DIAGRAM Search NEURAL+INTERPRETATION+DIAGRAM
9 IMPOUNDED RIVER 2 50% 0% 3 Search IMPOUNDED+RIVER Search IMPOUNDED+RIVER
10 SAMT 2 50% 0% 3 Search SAMT Search SAMT

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 IMPOUNDMENT IMPACT 15 71% 2% 12
2 LOWER NAKDONG RIVER 9 83% 1% 5
3 KNOWLEDGE BASED MODELS 6 80% 1% 4
4 PHYTOPLANKTON PRIMARY PRODUCTION 6 41% 2% 12
5 WARTA RIVER 6 50% 1% 9
6 FOLIAGE DWELLING SPIDERS 3 100% 0% 3
7 NAKDONG RIVER KOREA 3 100% 0% 3
8 ORGANIZING MAP ALGORITHM 3 100% 0% 3
9 REGULATED RIVER SYSTEM 3 60% 0% 3
10 COASTAL ALGAL BLOOMS 3 35% 1% 6

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Review of the Self-Organizing Map (SOM) approach in water resources: Commentary 2009 59 15 27%
Review of the self-organizing map (SOM) approach in water resources: Analysis, modelling and application 2008 110 33 15%
A review of supervised machine learning algorithms and their applications to ecological data 2012 17 43 16%
Fuzzy rule-based models for decision support in ecosystem management 2004 90 39 18%
Neural networks in fisheries research 2008 18 84 24%
Role of habitat degradation in determining fish distribution and abundance along the lowland Warta River, Poland 2007 18 45 24%
Long-term changes in fish assemblages of the Widawka and Grabia Rivers (Poland): pattern recognition with a Kohonen artificial neural network 2007 5 39 33%
Application of artificial neural networks in global climate change and ecological research: An overview 2010 4 39 21%
Status, Alert System, and Prediction of Cyanobacterial Bloom in South Korea 2015 0 27 26%
Is the Atlantic surface temperature a good proxy for forecasting the recruitment of European eel in the Guadalquivir estuary? 2015 0 49 14%

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 UMR 5576 7 34% 2.8% 18
2 ECOL VERTEBRATE ZOOL 7 21% 4.5% 29
3 LADYBIO 5 34% 1.7% 11
4 CESAC 4 23% 2.6% 17
5 DIDACT BIOL BIO ERS STUDIES 2 67% 0.3% 2
6 ECOSYST SCI GRP 2 67% 0.3% 2
7 KERMIT UNIT KNOWLEDGE BASED SYST 2 67% 0.3% 2
8 REDS 2 67% 0.3% 2
9 LANDSC E SYST ANAL 2 14% 1.7% 11
10 EQUIPE ENVIRONM AQUAT AQUACULTURE 2 33% 0.6% 4

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000124448 RAILROAD CIVIL ENGN//RAILRD CIVIL ENGN//DELTA REG
2 0.0000095500 LAKE SAROMA//EELGRASS BED//PURIFICATION CAPABILITY
3 0.0000079990 WATER OURCES HYDROPOWER PLANNING DESIGN GE//LIQUID RETAINING STRUCTURES//ECO HYDRODYNAMIC MODEL
4 0.0000073657 ENVIRONMENTAL FLOWS//RIVER RESEARCH AND APPLICATIONS//HYDROLOGIC ALTERATION
5 0.0000069301 BIOASSESSMENT//MACROINVERTEBRATES//BENTHIC MACROINVERTEBRATES
6 0.0000064404 WATER QUALITY INDEX//WATER QUALITY INDEX WQI//CCME WQI
7 0.0000057631 POTAMOPLANKTON//RIVER PHYTOPLANKTON//SALINE LOWLAND RIVER
8 0.0000056182 POINT ABUNDANCE SAMPLING//0FISH//BARBUS BARBUS
9 0.0000047950 DYNAMIC FACTOR ANALYSIS//REMOTE SENSING ENGN//QUADRATIC EQUALITY CONSTRAINTS
10 0.0000047472 RIVER LAKE SYSTEMS//PRE DAM//MASURIAN LAKELAND