Class information for: |
Basic class information |
| Class id | #P | Avg. number of references |
Database coverage of references |
|---|---|---|---|
| 31923 | 146 | 25.0 | 37% |
Hierarchy of classes |
The table includes all classes above and classes immediately below the current class. |
| Cluster id | Level | Cluster label | #P |
|---|---|---|---|
| 9 | 4 | COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS | 1247339 |
| 211 | 3 | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//DATA MINING | 51632 |
| 235 | 2 | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FEATURE SELECTION//MACHINE LEARNING | 20237 |
| 31923 | 1 | REJECT OPTIONS//REJECT OPTION//CHOWS RULE | 146 |
Terms with highest relevance score |
| rank | Term | termType | Chi square | Shr. of publ. in class containing term |
Class's shr. of term's tot. occurrences |
#P with term in class |
|---|---|---|---|---|---|---|
| 1 | REJECT OPTIONS | authKW | 627442 | 2% | 100% | 3 |
| 2 | REJECT OPTION | authKW | 536261 | 7% | 26% | 10 |
| 3 | CHOWS RULE | authKW | 418295 | 1% | 100% | 2 |
| 4 | META RECOGNITION | authKW | 418295 | 1% | 100% | 2 |
| 5 | OFRG | authKW | 418295 | 1% | 100% | 2 |
| 6 | OLIGONUCLEOTIDE FINGERPRINTING OF RRNA GENES | authKW | 418295 | 1% | 100% | 2 |
| 7 | CLASS SELECTIVE REJECTION | authKW | 278862 | 1% | 67% | 2 |
| 8 | CONVEX SURROGATE LOSS | authKW | 278862 | 1% | 67% | 2 |
| 9 | 1 VS SET MACHINE | authKW | 209147 | 1% | 100% | 1 |
| 10 | ABSTAINING CLASSIFIER | authKW | 209147 | 1% | 100% | 1 |
Web of Science journal categories |
| Rank | Term | Chi square | Shr. of publ. in class containing term |
Class's shr. of term's tot. occurrences |
#P with term in class |
|---|---|---|---|---|---|
| 1 | Computer Science, Artificial Intelligence | 4955 | 48% | 0% | 70 |
| 2 | Remote Sensing | 1314 | 13% | 0% | 19 |
| 3 | Imaging Science & Photographic Technology | 1215 | 13% | 0% | 19 |
| 4 | Engineering, Electrical & Electronic | 535 | 36% | 0% | 53 |
| 5 | Computer Science, Theory & Methods | 238 | 12% | 0% | 17 |
| 6 | Mathematical & Computational Biology | 117 | 5% | 0% | 8 |
| 7 | Statistics & Probability | 100 | 7% | 0% | 10 |
| 8 | Computer Science, Information Systems | 52 | 5% | 0% | 8 |
| 9 | Geography | 23 | 2% | 0% | 3 |
| 10 | Mining & Mineral Processing | 22 | 1% | 0% | 2 |
Address terms |
| Rank | Term | Chi square | Shr. of publ. in class containing term |
Class's shr. of term's tot. occurrences |
#P with term in class |
|---|---|---|---|---|---|
| 1 | CEMAT MATH | 209147 | 1% | 100% | 1 |
| 2 | ELECT ENGN COMP FEEC | 209147 | 1% | 100% | 1 |
| 3 | GEN DIRECT SPATIAL ENVIRONM POLICY | 209147 | 1% | 100% | 1 |
| 4 | INFORMAT MED BIOINFORMAT LIMBIO | 209147 | 1% | 100% | 1 |
| 5 | RECH CORDELIER | 209147 | 1% | 100% | 1 |
| 6 | ZAE WEIERGEWAN | 104573 | 1% | 50% | 1 |
| 7 | DIPARTIMENTO AUTOMAZ ELETTROMAGNET INGN INFORMAZ | 104571 | 1% | 25% | 2 |
| 8 | EQUIPE NUTRIOM 7 | 69714 | 1% | 33% | 1 |
| 9 | FRE2848 | 69714 | 1% | 33% | 1 |
| 10 | MILTON STEWART IND SYST ENGN | 69714 | 1% | 33% | 1 |
Journals |
| Rank | Term | Chi square | Shr. of publ. in class containing term |
Class's shr. of term's tot. occurrences |
#P with term in class |
|---|---|---|---|---|---|
| 1 | PATTERN RECOGNITION | 20685 | 18% | 0% | 26 |
| 2 | SURVEYING AND MAPPING | 11617 | 1% | 6% | 1 |
| 3 | INFORMATION SCIENCES-APPLICATIONS | 5651 | 1% | 3% | 1 |
| 4 | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | 3679 | 6% | 0% | 9 |
| 5 | CARTOGRAPHY AND GEOGRAPHIC INFORMATION SYSTEMS | 3427 | 1% | 2% | 1 |
| 6 | INTERNATIONAL JOURNAL OF EXPERT SYSTEMS | 3371 | 1% | 2% | 1 |
| 7 | PATTERN RECOGNITION LETTERS | 2312 | 5% | 0% | 8 |
| 8 | JOURNAL OF APPLIED PHOTOGRAPHIC ENGINEERING | 2111 | 1% | 1% | 1 |
| 9 | INTERNATIONAL JOURNAL OF REMOTE SENSING | 1783 | 6% | 0% | 9 |
| 10 | JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS | 1469 | 1% | 0% | 2 |
Author Key Words |
| Rank | Term | Chi square | Shr. of publ. in class containing term |
Class's shr. of term's tot. occurrences |
#P with term in class |
LCSH search | Wikipedia search |
|---|---|---|---|---|---|---|---|
| 1 | REJECT OPTIONS | 627442 | 2% | 100% | 3 | Search REJECT+OPTIONS | Search REJECT+OPTIONS |
| 2 | REJECT OPTION | 536261 | 7% | 26% | 10 | Search REJECT+OPTION | Search REJECT+OPTION |
| 3 | CHOWS RULE | 418295 | 1% | 100% | 2 | Search CHOWS+RULE | Search CHOWS+RULE |
| 4 | META RECOGNITION | 418295 | 1% | 100% | 2 | Search META+RECOGNITION | Search META+RECOGNITION |
| 5 | OFRG | 418295 | 1% | 100% | 2 | Search OFRG | Search OFRG |
| 6 | OLIGONUCLEOTIDE FINGERPRINTING OF RRNA GENES | 418295 | 1% | 100% | 2 | Search OLIGONUCLEOTIDE+FINGERPRINTING+OF+RRNA+GENES | Search OLIGONUCLEOTIDE+FINGERPRINTING+OF+RRNA+GENES |
| 7 | CLASS SELECTIVE REJECTION | 278862 | 1% | 67% | 2 | Search CLASS+SELECTIVE+REJECTION | Search CLASS+SELECTIVE+REJECTION |
| 8 | CONVEX SURROGATE LOSS | 278862 | 1% | 67% | 2 | Search CONVEX+SURROGATE+LOSS | Search CONVEX+SURROGATE+LOSS |
| 9 | 1 VS SET MACHINE | 209147 | 1% | 100% | 1 | Search 1+VS+SET+MACHINE | Search 1+VS+SET+MACHINE |
| 10 | ABSTAINING CLASSIFIER | 209147 | 1% | 100% | 1 | Search ABSTAINING+CLASSIFIER | Search ABSTAINING+CLASSIFIER |
Core articles |
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c: (1) Number of references referring to publications in the class. (2) Share of total number of active references referring to publications in the class. (3) Age of the article. New articles get higher score than old articles. (4) Citation rate, normalized to year. |
| Rank | Reference | # ref. in cl. |
Shr. of ref. in cl. |
Citations |
|---|---|---|---|---|
| 1 | CONDESSA, F , BIOUCAS-BIAS, J , KOVACEVIC, J , (2017) PERFORMANCE MEASURES FOR CLASSIFICATION SYSTEMS WITH REJECTION.PATTERN RECOGNITION. VOL. 63. ISSUE . P. 437 -450 | 23 | 68% | 0 |
| 2 | LE CAPITAINE, H , FRELICOT, C , (2012) A FAMILY OF MEASURES FOR BEST TOP-N CLASS-SELECTIVE DECISION RULES.PATTERN RECOGNITION. VOL. 45. ISSUE 1. P. 552 -562 | 12 | 67% | 2 |
| 3 | SOUSA, R , CARDOSO, JS , (2013) THE DATA REPLICATION METHOD FOR THE CLASSIFICATION WITH REJECT OPTION.AI COMMUNICATIONS. VOL. 26. ISSUE 3. P. 281-302 | 10 | 67% | 3 |
| 4 | GRALL-MAES, E , BEAUSEROY, P , (2009) OPTIMAL DECISION RULE WITH CLASS-SELECTIVE REJECTION AND PERFORMANCE CONSTRAINTS.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 31. ISSUE 11. P. 2073 -2082 | 7 | 78% | 8 |
| 5 | VENKATESWARLU, NB , BALAJI, S , RAJU, PSVSK , BOYLE, RD , (1994) SOME FURTHER RESULTS OF 3-STAGE ML-CLASSIFICATION APPLIED TO REMOTELY-SENSED IMAGES.PATTERN RECOGNITION. VOL. 27. ISSUE 10. P. 1379-1396 | 11 | 69% | 2 |
| 6 | FISCHER, L , HAMMER, B , WERSING, H , (2016) OPTIMAL LOCAL REJECTION FOR CLASSIFIERS.NEUROCOMPUTING. VOL. 214. ISSUE . P. 445 -457 | 9 | 33% | 0 |
| 7 | BENECKE, S , JESKE, DR , REUGGER, P , BORNEMAN, J , (2013) BAYES NEUTRAL ZONE CLASSIFIERS WITH APPLICATIONS TO NONPARAMETRIC UNSUPERVISED SETTINGS.JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS. VOL. 18. ISSUE 1. P. 39-52 | 5 | 63% | 0 |
| 8 | TORTORELLA, F , (2005) A ROC-BASED REJECT RULE FOR DICHOTOMIZERS.PATTERN RECOGNITION LETTERS. VOL. 26. ISSUE 2. P. 167 -180 | 6 | 60% | 19 |
| 9 | LE CAPITAINE, H , (2014) A UNIFIED VIEW OF CLASS-SELECTION WITH PROBABILISTIC CLASSIFIERS.PATTERN RECOGNITION. VOL. 47. ISSUE 2. P. 843-853 | 8 | 36% | 1 |
| 10 | BOTELLA, C , FERRE, J , BOQUE, R , (2009) CLASSIFICATION FROM MICROARRAY DATA USING PROBABILISTIC DISCRIMINANT PARTIAL LEAST SQUARES WITH REJECT OPTION.TALANTA. VOL. 80. ISSUE 1. P. 321-328 | 10 | 32% | 7 |
Classes with closest relation at Level 1 |