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A study on the effect of class distribution using cost-sensitive learningKAI MING TING.Lecture notes in computer science. 2002, pp 98-112, issn 0302-9743, isbn 3-540-00188-3, 15 p.Conference Paper

A closed-form reduction of multi-class cost-sensitive learning to weighted multi-class learningFEN XIA; YANG, Yan-Wu; LIANG ZHOU et al.Pattern recognition. 2009, Vol 42, Num 7, pp 1572-1581, issn 0031-3203, 10 p.Article

Cost-Sensitive Face RecognitionYIN ZHANG; ZHOU, Zhi-Hua.IEEE transactions on pattern analysis and machine intelligence. 2010, Vol 32, Num 10, pp 1758-1769, issn 0162-8828, 12 p.Article

A new decision to take for cost-sensitive Naïve Bayes classifiersDI NUNZIO, Giorgio Maria.Information processing & management. 2014, Vol 50, Num 5, pp 653-674, issn 0306-4573, 22 p.Article

Evaluating the performance of cost-based discretization versus entropy- and error-based discretization : Operations research and data miningJANSSENS, Davy; BRIJS, Tom; VANHOOF, Koen et al.Computers & operations research. 2006, Vol 33, Num 11, pp 3107-3123, issn 0305-0548, 17 p.Article

Learning to predict channel stability using biogeomorphic featuresMORET, Stephanie L; LANGFORD, William T; MARGINEANTU, Dragos D et al.Ecological modelling. 2006, Vol 191, Num 1, pp 47-57, issn 0304-3800, 11 p.Conference Paper

Cost-sensitive ordinal regression for fully automatic facial beauty assessmentHAIBIN YAN.Neurocomputing (Amsterdam). 2014, Vol 129, pp 334-342, issn 0925-2312, 9 p.Article

A review of boosting methods for imbalanced data classificationQIUJIE LI; YAOBIN MAO.Pattern analysis and applications (Print). 2014, Vol 17, Num 4, pp 679-693, issn 1433-7541, 15 p.Article

Qualitative test-cost sensitive classificationCEBE, Mumin; GUNDUZ-DEMIR, Cigdem.Pattern recognition letters. 2010, Vol 31, Num 13, pp 2043-2051, issn 0167-8655, 9 p.Article

A self-training approach to cost sensitive uncertainty samplingLIU, Alexander; JUN, Goo; GHOSH, Joydeep et al.Machine learning. 2009, Vol 76, Num 2-3, pp 257-270, issn 0885-6125, 14 p.Conference Paper

Cost-sensitive learning based on Bregman divergencesSANTOS-RODRIGUEZ, Raúl; GUERRERO-CURIESES, Alicia; ALAIZ-RODRIGUEZ, Rocio et al.Machine learning. 2009, Vol 76, Num 2-3, pp 271-285, issn 0885-6125, 15 p.Conference Paper

Cost-sensitive learning and decision making revisitedVIAENE, Stijn; DEDENE, Guido.European journal of operational research. 2005, Vol 166, Num 1, pp 212-220, issn 0377-2217, 9 p.Article

Pairwise Costs in Multiclass PerceptronsRAUDYS, Sarunas; RAUDYS, Aistis.IEEE transactions on pattern analysis and machine intelligence. 2010, Vol 32, Num 7, pp 1324-1328, issn 0162-8828, 5 p.Article

Multiclass Support Vector Machines With Example-Dependent Costs Applied to Plankton Biomass EstimationGONZALEZ, Pablo; ALVAREZ, Eva; BARRANQUERO, Jose et al.IEEE transactions on neural networks and learning systems (Print). 2013, Vol 24, Num 11, pp 1901-1905, issn 2162-237X, 5 p.Article

Toward intelligent assistance for a data mining process: An ontology-based approach for cost-sensitive classificationBERNSTEIN, Abraham; PROVOST, Foster; HILL, Shawndra et al.IEEE transactions on knowledge and data engineering. 2005, Vol 17, Num 4, pp 503-518, issn 1041-4347, 16 p.Article

Cost-sensitive boosting for classification of imbalanced dataYANMIN SUN; KAMEL, Mohamed S; WONG, Andrew K. C et al.Pattern recognition. 2007, Vol 40, Num 12, pp 3358-3378, issn 0031-3203, 21 p.Article

Risk-Sensitive Learning via Minimization of Empirical Conditional Value-at-RiskKASHIMA, Hisashi.IEICE transactions on information and systems. 2007, Vol 90, Num 12, pp 2043-2052, issn 0916-8532, 10 p.Article

Class noise handling for effective cost-sensitive learning by cost-guided iterative classification filteringXINGQUAN ZHU; XINDONG WU.IEEE transactions on knowledge and data engineering. 2006, Vol 18, Num 10, pp 1435-1440, issn 1041-4347, 6 p.Article

What Are the Differences Between Bayesian Classifiers and Mutual-Information Classifiers?HU, Bao-Gang.IEEE transactions on neural networks and learning systems (Print). 2014, Vol 25, Num 2, pp 249-264, issn 2162-237X, 16 p.Article

Cost-Sensitive Active Visual Category LearningVIJAYANARASIMHAN, Sudheendra; GRAUMAN, Kristen.International journal of computer vision. 2011, Vol 91, Num 1, pp 24-44, issn 0920-5691, 21 p.Article

Large margin cost-sensitive learning of conditional random fieldsKIM, Minyoung.Pattern recognition. 2010, Vol 43, Num 10, pp 3683-3692, issn 0031-3203, 10 p.Article

Test-cost sensitive classification on data with missing valuesQIANG YANG; LING, Charles; XIAOYONG CHAI et al.IEEE transactions on knowledge and data engineering. 2006, Vol 18, Num 5, pp 626-638, issn 1041-4347, 13 p.Article

Dynamic Sampling Approach to Training Neural Networks for Multiclass Imbalance ClassificationMINLONG LIN; KE TANG; XIN YAO et al.IEEE transactions on neural networks and learning systems (Print). 2013, Vol 24, Num 4, pp 647-660, issn 2162-237X, 14 p.Article

Anytime learning of anycost classifiersESMEIR, Saher; MARKOVITCH, Shaul.Machine learning. 2011, Vol 82, Num 3, pp 445-473, issn 0885-6125, 29 p.Article

Instance weighting versus threshold adjusting for cost-sensitive classificationHUIMIN ZHAO.Knowledge and information systems. 2008, Vol 15, Num 3, pp 321-334, 14 p.Article

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