Class information for: |
Basic class information |
ID | Publications | Average number of references |
Avg. shr. active ref. in WoS |
---|---|---|---|
12282 | 853 | 35.5 | 37% |
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 | MULTI LABEL CLASSIFICATION | Author keyword | 26 | 34% | 7% | 63 |
2 | IMAGE ANNOTATION | Author keyword | 22 | 24% | 10% | 82 |
3 | MULTIPLE INSTANCE LEARNING | Author keyword | 20 | 31% | 6% | 55 |
4 | MULTI LABEL LEARNING | Author keyword | 17 | 42% | 4% | 32 |
5 | MULTILABEL CLASSIFICATION | Author keyword | 16 | 60% | 2% | 18 |
6 | MULTI INSTANCE MULTI LABEL LEARNING | Author keyword | 15 | 73% | 1% | 11 |
7 | MULTI INSTANCE LEARNING | Author keyword | 11 | 38% | 3% | 23 |
8 | LABEL CORRELATIONS | Author keyword | 9 | 83% | 1% | 5 |
9 | TAG REFINEMENT | Author keyword | 9 | 55% | 1% | 11 |
10 | HIERARCHICAL MULTI LABEL CLASSIFICATION | Author keyword | 8 | 62% | 1% | 8 |
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 | TEXT CATEGORIZATION | 15 | 17% | 9% | 81 |
2 | LABEL CLASSIFICATION | 15 | 88% | 1% | 7 |
3 | IMAGE ANNOTATION | 8 | 34% | 2% | 20 |
4 | CONCEPT ONTOLOGY | 8 | 60% | 1% | 9 |
5 | MEDIA RETRIEVAL | 6 | 100% | 0% | 4 |
6 | MULTI LABEL CLASSIFICATION | 4 | 67% | 0% | 4 |
7 | LINEAR NEIGHBORHOOD PROPAGATION | 3 | 60% | 0% | 3 |
8 | VIDEO ANNOTATION | 2 | 24% | 1% | 7 |
9 | ANNOTATING IMAGES | 1 | 100% | 0% | 2 |
10 | EXPRESSION PATTERN ANNOTATION | 1 | 100% | 0% | 2 |
Journals |
Reviews |
Title | Publ. year | Cit. | Active references |
% act. ref. to same field |
---|---|---|---|---|
A Review on Multi-Label Learning Algorithms | 2014 | 24 | 29 | 79% |
A review of multi-instance learning assumptions | 2010 | 22 | 6 | 100% |
Sparse coding and classifier ensemble based multi-instance learning for image categorization | 2013 | 7 | 23 | 30% |
Multi-label learning: a review of the state of the art and ongoing research | 2014 | 0 | 87 | 55% |
Graph-Based Label Propagation in Digital Media: A Review | 2015 | 0 | 46 | 26% |
A survey on multi-output regression | 2015 | 0 | 38 | 24% |
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 | SOCIAL COMP INFORMAT RETRIEVAL | 4 | 75% | 0.4% | 3 |
2 | KNOWLEDGE TECHNOL | 2 | 14% | 1.9% | 16 |
3 | MOE DATA ENGN KNOWLEDGE ENGN | 2 | 67% | 0.2% | 2 |
4 | COMP SCI NUMER ANAL | 2 | 12% | 1.6% | 14 |
5 | COMP GR H IMAGING VIS CGIV GRP | 1 | 100% | 0.2% | 2 |
6 | SMILES | 1 | 33% | 0.4% | 3 |
7 | INTERNET MEDIA GRP | 1 | 23% | 0.4% | 3 |
8 | CIENCIAS MATEMAT COMPUTACAO ICMC | 1 | 50% | 0.1% | 1 |
9 | COMP AIDED DIAG THER Y SOLUT | 1 | 50% | 0.1% | 1 |
10 | ENGN DIGITAL COMMUNITY | 1 | 50% | 0.1% | 1 |
Related classes at same level (level 1) |
Rank | Relatedness score | Related classes |
---|---|---|
1 | 0.0000242532 | TRANSFER LEARNING//MULTITASK LEARNING//DOMAIN ADAPTATION |
2 | 0.0000209959 | CONTENT BASED IMAGE RETRIEVAL//RELEVANCE FEEDBACK//IMAGE RETRIEVAL |
3 | 0.0000208530 | VIDEO COPY DETECTION//MOBILE LANDMARK RECOGNITION//SCENE CLASSIFICATION |
4 | 0.0000121279 | SQUARED LOSS MUTUAL INFORMATION//DENSITY RATIO ESTIMATION//DISAGREEMENT COEFFICIENT |
5 | 0.0000119833 | SENTIMENT ANALYSIS//OPINION MINING//SENTIMENT CLASSIFICATION |
6 | 0.0000106506 | TEXT CATEGORIZATION//TEXT CLASSIFICATION//LATENT SEMANTIC INDEXING |
7 | 0.0000106264 | PEDESTRIAN DETECTION//HUMAN DETECTION//PEOPLE COUNTING |
8 | 0.0000097026 | VIDEO SUMMARIZATION//VIDEO INDEXING//SPORTS VIDEO ANALYSIS |
9 | 0.0000084649 | BOOSTING//BAGGING//ENSEMBLE PRUNING |
10 | 0.0000066207 | CLASS IMBALANCE PROBLEM//CLASS IMBALANCE//COST SENSITIVE LEARNING |