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Pattern Recognition, ISSN 0031-3203, 12/2013, Volume 46, Issue 12, pp. 3395 - 3411
Receiver Operating Characteristic (ROC) analysis is one of the most popular tools for the visual assessment and understanding of classifier performance. In... 
Asymmetric loss | ROC Curves | MSE decomposition | Cost-sensitive regression | Error variance | Operating condition | CLASSIFIER PERFORMANCE | COMBINATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | PREDICTION | ACCURACY | ENGINEERING, ELECTRICAL & ELECTRONIC | COST | AREA | SYSTEMS | Regression | Dominance | Software | Representations | Regression analysis | Assessments | Variance | Computer programs
Journal Article
Neurocomputing, ISSN 0925-2312, 04/2014, Volume 129, pp. 334 - 342
In this paper, we propose a new cost-sensitive ordinal regression (CSOR) approach for fully automatic facial beauty assessment. While there have been several... 
Biometrics | Cost-sensitive learning | Ordinal regression | Facial beauty assessment | HUMAN AGE ESTIMATION | IMAGE | FACE RECOGNITION | CLASS IMBALANCE | CLASSIFICATION | ATTRACTIVENESS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | FEATURES | Automation | Effectiveness | Human beings | Facial | Images | Manuals | Regression | Assessments
Journal Article
ACM Transactions on Knowledge Discovery from Data (TKDD), ISSN 1556-4681, 10/2014, Volume 8, Issue 4, pp. 1 - 55
Journal Article
Reliability Engineering and System Safety, ISSN 0951-8320, 12/2017, Volume 168, pp. 210 - 217
Journal Article
Decision Support Systems, ISSN 0167-9236, 2011, Volume 51, Issue 3, pp. 372 - 383
In many real-world regression and forecasting problems, over-prediction and under-prediction errors have different consequences and incur asymmetric costs.... 
Post-hoc tuning | Asymmetric loss | Cost-sensitive regression | Data mining | Loan charge-off forecasting | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | MODELS | COMPUTER SCIENCE, INFORMATION SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | PREDICTION | Analysis | Methods | Errors | Loans | Costs | Asymmetry | Regression | Mathematical models | Forecasting | Tuning
Journal Article
Technological and Economic Development of Economy, ISSN 2029-4913, 11/2019, pp. 1 - 25
Credit scoring is an important process for peer-to-peer (P2P) lending companies as it determines whether loan applicants are likely to default. The aim of most... 
multi-objective optimization | logistic regression | credit scoring | cost-sensitive | P2P
Journal Article
Information Retrieval, ISSN 1386-4564, 2/2014, Volume 17, Issue 1, pp. 1 - 20
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 06/2007, Volume 55, Issue 6, pp. 2752 - 2757
Journal Article
Journal of Management Information Systems, ISSN 0742-1222, 12/2008, Volume 25, Issue 3, pp. 315 - 336
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 05/2017, Volume 73, pp. 220 - 239
Journal Article
Journal of Intelligent Transportation Systems, ISSN 1547-2450, 03/2019, Volume 23, Issue 2, pp. 161 - 174
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2009, Volume 5828, pp. 234 - 247
Conference Proceeding
Decision Support Systems, ISSN 0167-9236, 06/2015, Volume 74, pp. 57 - 66
Journal Article
2014 13th International Conference on Machine Learning and Applications, 12/2014, pp. 263 - 269
Several real-world classification problems are example-dependent cost-sensitive in nature, where the costs due to misclassification vary between examples.... 
Radio frequency | Training | Sensitivity | Databases | Logistic Regression | Cost sensitive classification | Credit Scoring | Cost function | Standards | Logistics
Conference Proceeding
Information Sciences, ISSN 0020-0255, 09/2017, Volume 402, pp. 170 - 181
Accurately labeling training data plays a critical role in various supervised learning tasks. Since labeling in practical applications might be erroneous due... 
Ensemble learning | Cost-sensitive | Mislabeled data filtering | REGRESSION | SUPPORT VECTOR MACHINES | COMPUTER SCIENCE, INFORMATION SYSTEMS | NOISE | PREDICTION | Computer science | Information science | Algorithms | Yuan (China)
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 06/2017, Volume 39, Issue 6, pp. 1103 - 1121
Journal Article