Class information for: |
Basic class information |
| ID | Publications | Average number of references |
Avg. shr. active ref. in WoS |
|---|---|---|---|
| 23760 | 281 | 34.5 | 36% |
Classes in level above (level 2) |
| ID, lev. above |
Publications | Label for level above |
|---|---|---|
| 396 | 16220 | CREDIT SCORING//MACHINE LEARNING//FEATURE SELECTION |
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 | TRANSFER LEARNING | Author keyword | 10 | 16% | 21% | 59 |
| 2 | MULTITASK LEARNING | Author keyword | 7 | 26% | 9% | 24 |
| 3 | DOMAIN ADAPTATION | Author keyword | 7 | 20% | 11% | 32 |
| 4 | MULTI TASK LEARNING | Author keyword | 6 | 19% | 11% | 30 |
| 5 | MULTI TASK CLUSTERING | Author keyword | 4 | 75% | 1% | 3 |
| 6 | DOMAIN ADAPTATION LEARNING | Author keyword | 3 | 100% | 1% | 3 |
| 7 | INDUCTIVE TRANSFER LEARNING | Author keyword | 3 | 60% | 1% | 3 |
| 8 | INDUCTIVE TRANSFER | Author keyword | 3 | 42% | 2% | 5 |
| 9 | CROSS DOMAIN LEARNING | Author keyword | 3 | 35% | 2% | 6 |
| 10 | DATASET BIAS | Author keyword | 2 | 67% | 1% | 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 | TRANSFER LEARNING | 10 | 16% | 21% | 59 | Search TRANSFER+LEARNING | Search TRANSFER+LEARNING |
| 2 | MULTITASK LEARNING | 7 | 26% | 9% | 24 | Search MULTITASK+LEARNING | Search MULTITASK+LEARNING |
| 3 | DOMAIN ADAPTATION | 7 | 20% | 11% | 32 | Search DOMAIN+ADAPTATION | Search DOMAIN+ADAPTATION |
| 4 | MULTI TASK LEARNING | 6 | 19% | 11% | 30 | Search MULTI+TASK+LEARNING | Search MULTI+TASK+LEARNING |
| 5 | MULTI TASK CLUSTERING | 4 | 75% | 1% | 3 | Search MULTI+TASK+CLUSTERING | Search MULTI+TASK+CLUSTERING |
| 6 | DOMAIN ADAPTATION LEARNING | 3 | 100% | 1% | 3 | Search DOMAIN+ADAPTATION+LEARNING | Search DOMAIN+ADAPTATION+LEARNING |
| 7 | INDUCTIVE TRANSFER LEARNING | 3 | 60% | 1% | 3 | Search INDUCTIVE+TRANSFER+LEARNING | Search INDUCTIVE+TRANSFER+LEARNING |
| 8 | INDUCTIVE TRANSFER | 3 | 42% | 2% | 5 | Search INDUCTIVE+TRANSFER | Search INDUCTIVE+TRANSFER |
| 9 | CROSS DOMAIN LEARNING | 3 | 35% | 2% | 6 | Search CROSS+DOMAIN+LEARNING | Search CROSS+DOMAIN+LEARNING |
| 10 | DATASET BIAS | 2 | 67% | 1% | 2 | Search DATASET+BIAS | Search DATASET+BIAS |
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 | MULTIPLE TASKS | 13 | 46% | 7% | 21 |
| 2 | DOMAIN ADAPTATION | 4 | 36% | 3% | 9 |
| 3 | HINTS | 1 | 19% | 2% | 6 |
| 4 | PERFORMING REPETITIVE TASKS | 1 | 50% | 0% | 1 |
| 5 | AUTOCORRELATION METHOD | 0 | 33% | 0% | 1 |
| 6 | MULTITASK | 0 | 17% | 1% | 2 |
| 7 | REGRESSION MACHINES | 0 | 25% | 0% | 1 |
| 8 | PROCESS PRIORS | 0 | 13% | 1% | 2 |
| 9 | MULTISTAGE CONVEX RELAXATION | 0 | 20% | 0% | 1 |
| 10 | EVENT RECOGNITION | 0 | 10% | 1% | 2 |
Journals |
Reviews |
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 | INFORMAT TECHNOL SUPPORTING | 2 | 50% | 1.1% | 3 |
| 2 | AREA TECN ESTUDIOS AVANZADOS TRATAMIENTO DIGITA | 1 | 50% | 0.4% | 1 |
| 3 | INFORMAT E INGN IND | 1 | 50% | 0.4% | 1 |
| 4 | INFORMATWILLOW PROJECT TEAMUMR 8548 | 1 | 50% | 0.4% | 1 |
| 5 | LIF QARMA | 1 | 50% | 0.4% | 1 |
| 6 | MOE MICROSOFT STAT INFORMAT TECHNOL | 1 | 50% | 0.4% | 1 |
| 7 | STATE SDE | 1 | 50% | 0.4% | 1 |
| 8 | STMR CNRS UMR 6279 | 1 | 50% | 0.4% | 1 |
| 9 | UNITS 525 530 | 1 | 50% | 0.4% | 1 |
| 10 | INTELLIGENT INFORMAT TECHNOL | 0 | 20% | 0.7% | 2 |
Related classes at same level (level 1) |
| Rank | Relatedness score | Related classes |
|---|---|---|
| 1 | 0.0000260832 | SQUARED LOSS MUTUAL INFORMATION//DENSITY RATIO ESTIMATION//DISAGREEMENT COEFFICIENT |
| 2 | 0.0000242532 | MULTI LABEL CLASSIFICATION//IMAGE ANNOTATION//MULTIPLE INSTANCE LEARNING |
| 3 | 0.0000131314 | COEFFICIENT REGULARIZATION//SAMPLE COMPRESSION//LEARNING THEORY |
| 4 | 0.0000131145 | TWIN SUPPORT VECTOR MACHINE//TWIN SUPPORT VECTOR MACHINES//MULTIPLE KERNEL LEARNING |
| 5 | 0.0000117668 | MEAN FIELD VARIATIONAL BAYES//EXPECTATION PROPAGATION//GAUSSIAN PROCESSES MODEL |
| 6 | 0.0000095074 | CATASTROPHIC INTERFERENCE//CATASTROPHIC FORGETTING//CANONICAL ORTHOGONALIZATION |
| 7 | 0.0000087004 | NONNEGATIVE MATRIX FACTORIZATION//NONNEGATIVE RANK//NON NEGATIVE MATRIX FACTORIZATION |
| 8 | 0.0000083089 | FACE RECOGNITION//DIMENSIONALITY REDUCTION//MANIFOLD LEARNING |
| 9 | 0.0000079693 | AUTOMATIC KEYWORD EXTRACTION//BURBEA RAO DIVERGENCE//COMPUTATIONAL INFORMATION GEOMETRY |
| 10 | 0.0000079383 | WORD REMOVAL//NORMALIZED COMPRESSION DISTANCE//COMPRESSION BASED DISTANCE |