Class information for: |
Basic class information |
ID | Publications | Average number of references |
Avg. shr. active ref. in WoS |
---|---|---|---|
629 | 13118 | 24.2 | 45% |
Classes in level above (level 3) |
ID, lev. above |
Publications | Label for level above |
---|---|---|
55 | 89665 | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FUZZY SETS AND SYSTEMS//INTERNATIONAL JOURNAL OF APPROXIMATE REASONING |
Classes in level below (level 1) |
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 | NEURAL NETWORKS | Journal | 263 | 28% | 6% | 814 |
2 | IEEE TRANSACTIONS ON NEURAL NETWORKS | Journal | 230 | 26% | 6% | 756 |
3 | EXTREME LEARNING MACHINE | Author keyword | 131 | 43% | 2% | 229 |
4 | NEUROCOMPUTING | Journal | 109 | 12% | 7% | 872 |
5 | NEURAL COMPUTATION | Journal | 76 | 17% | 3% | 399 |
6 | NEURAL PROCESSING LETTERS | Journal | 73 | 27% | 2% | 229 |
7 | FEEDFORWARD NEURAL NETWORKS | Author keyword | 48 | 35% | 1% | 112 |
8 | ASSOCIATIVE MEMORY | Author keyword | 40 | 19% | 1% | 186 |
9 | NETWORK-COMPUTATION IN NEURAL SYSTEMS | Journal | 37 | 24% | 1% | 133 |
10 | MINOR COMPONENT ANALYSIS MCA | Author keyword | 32 | 85% | 0% | 17 |
Web of Science journal categories |
Author Key Words |
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 | PERCEPTRONS | 73 | 59% | 1% | 82 |
2 | FEEDFORWARD NETWORKS | 72 | 30% | 2% | 204 |
3 | DISCRETE TIME DYNAMICS | 69 | 96% | 0% | 22 |
4 | ASSOCIATIVE MEMORY | 55 | 22% | 2% | 222 |
5 | HIDDEN LAYER | 44 | 88% | 0% | 21 |
6 | MULTILAYER FEEDFORWARD NETWORKS | 42 | 23% | 1% | 158 |
7 | GRAY TONED PATTERNS | 41 | 100% | 0% | 15 |
8 | EXTREME LEARNING MACHINE | 34 | 31% | 1% | 93 |
9 | MULTILAYER NEURAL NETWORKS | 34 | 63% | 0% | 34 |
10 | FEEDFORWARD NEURAL NETWORKS | 34 | 41% | 0% | 64 |
Journals |
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 | NEURAL NETWORKS | 263 | 28% | 6% | 814 |
2 | IEEE TRANSACTIONS ON NEURAL NETWORKS | 230 | 26% | 6% | 756 |
3 | NEUROCOMPUTING | 109 | 12% | 7% | 872 |
4 | NEURAL COMPUTATION | 76 | 17% | 3% | 399 |
5 | NEURAL PROCESSING LETTERS | 73 | 27% | 2% | 229 |
6 | NETWORK-COMPUTATION IN NEURAL SYSTEMS | 37 | 24% | 1% | 133 |
7 | CONNECTION SCIENCE | 13 | 20% | 0% | 58 |
8 | IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS | 8 | 10% | 1% | 74 |
9 | INTERNATIONAL JOURNAL OF NEURAL SYSTEMS | 7 | 11% | 0% | 60 |
10 | NEURAL NETWORK WORLD | 6 | 11% | 0% | 47 |
Reviews |
Title | Publ. year | Cit. | Active references | % act. ref. to same field |
---|---|---|---|---|
Trends in extreme learning machines: A review | 2015 | 11 | 163 | 63% |
Representation Learning: A Review and New Perspectives | 2013 | 120 | 45 | 49% |
Deep learning in neural networks: An overview | 2015 | 10 | 288 | 33% |
Gradient-based learning applied to document recognition | 1998 | 1158 | 26 | 23% |
Deep learning | 2015 | 3 | 33 | 48% |
Constructive algorithms for structure learning in feedforward neural networks for regression problems | 1997 | 198 | 47 | 64% |
GRADIENT CALCULATIONS FOR DYNAMIC RECURRENT NEURAL NETWORKS - A SURVEY | 1995 | 241 | 27 | 67% |
1ST-ORDER AND 2ND-ORDER METHODS FOR LEARNING - BETWEEN STEEPEST DESCENT AND NEWTON METHOD | 1992 | 497 | 7 | 71% |
Evolutionary optimization of radial basis function classifiers for data mining applications | 2005 | 59 | 19 | 68% |
THE SELF-ORGANIZING MAP | 1990 | 2617 | 33 | 27% |
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% | 0.1% | 12 |
2 | NEURAL NETWORKS | 17 | 31% | 0.4% | 47 |
3 | TRANSDISCIPLINARY SCI | 17 | 72% | 0.1% | 13 |
4 | CLIN PSYCHOTHER Y | 16 | 61% | 0.1% | 17 |
5 | NEURAL COMP GRP | 10 | 26% | 0.3% | 34 |
6 | COMMUN COMP SYST SCI DIST | 9 | 38% | 0.2% | 20 |
7 | IOWA INFORMAT INITIAT | 9 | 83% | 0.0% | 5 |
8 | IT EDUC | 8 | 44% | 0.1% | 14 |
9 | IMAGE SPEECH INTELLIGENT SYST GRP | 8 | 33% | 0.1% | 19 |
10 | OPT NEURAL TECHNOL | 7 | 46% | 0.1% | 12 |
Related classes at same level (level 2) |
Rank | Relatedness score | Related classes |
---|---|---|
1 | 0.0000019497 | GLOBAL EXPONENTIAL STABILITY//CELLULAR NEURAL NETWORKS//COHEN GROSSBERG NEURAL NETWORKS |
2 | 0.0000013749 | CREDIT SCORING//MACHINE LEARNING//FEATURE SELECTION |
3 | 0.0000013544 | BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS |
4 | 0.0000012253 | FUZZY CLUSTERING//CLUSTER VALIDITY//SUBSPACE CLUSTERING |
5 | 0.0000011019 | FUZZY TIME SERIES//JOURNAL OF GREY SYSTEM//INTERNATIONAL JOURNAL OF FORECASTING |
6 | 0.0000010865 | ARTIFICIAL ADAPTIVE SYSTEMS//THEORY MED//NEURAL NETWORKS COMPUTER |
7 | 0.0000008285 | INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION//HANDWRITING RECOGNITION//CHARACTER RECOGNITION |
8 | 0.0000008271 | HYPERCOMPUTATION//REAL RECURSIVE FUNCTIONS//CHURCH TURING THESIS |
9 | 0.0000008108 | FUZZY SETS AND SYSTEMS//IEEE TRANSACTIONS ON FUZZY SYSTEMS//INTERNATIONAL JOURNAL OF APPROXIMATE REASONING |
10 | 0.0000007849 | OKON ERNAHRUNGSWIRT AFT//ELECT MFG ENGN GRP//TIME PRESSURE DISPENSING |