Multi-Dimensional Classification with Super-Classes
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[1] Zhi-Hua Zhou,et al. Multi-Label Learning by Exploiting Label Correlations Locally , 2012, AAAI.
[2] K. Dembczynski,et al. On Label Dependence in Multi-Label Classification , 2010 .
[3] Geoff Holmes,et al. Multi-label Classification Using Ensembles of Pruned Sets , 2008, 2008 Eighth IEEE International Conference on Data Mining.
[4] Ian H. Witten,et al. The WEKA data mining software: an update , 2009, SKDD.
[5] Eyke Hüllermeier,et al. On label dependence in multilabel classification , 2010, ICML 2010.
[6] Concha Bielza,et al. Bayesian Chain Classifiers for Multidimensional Classification , 2011, IJCAI.
[7] Saso Dzeroski,et al. Hierarchical Multi-classification with Predictive Clustering Trees in Functional Genomics , 2005, EPIA.
[8] Kun Zhang,et al. Multi-label learning by exploiting label dependency , 2010, KDD.
[9] Eric Bauer,et al. An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Variants , 1999, Machine Learning.
[10] Lior Rokach,et al. Data Mining And Knowledge Discovery Handbook , 2005 .
[11] Bernard Zenko,et al. Learning Classification Rules for Multiple Target Attributes , 2008, PAKDD.
[12] Saso Dzeroski,et al. Ensembles of Multi-Objective Decision Trees , 2007, ECML.
[13] C. D. Gelatt,et al. Optimization by Simulated Annealing , 1983, Science.
[14] Concha Bielza,et al. Multi-dimensional classification with Bayesian networks , 2011, Int. J. Approx. Reason..
[15] Concha Bielza,et al. Markov blanket-based approach for learning multi-dimensional Bayesian network classifiers: An application to predict the European Quality of Life-5 Dimensions (EQ-5D) from the 39-item Parkinson's Disease Questionnaire (PDQ-39) , 2012, J. Biomed. Informatics.
[16] Jesse Read,et al. Scalable Multi-label Classification , 2010 .
[17] Eyke Hüllermeier,et al. Combining Instance-Based Learning and Logistic Regression for Multilabel Classification , 2009, ECML/PKDD.
[18] Eyke Hüllermeier,et al. Bayes Optimal Multilabel Classification via Probabilistic Classifier Chains , 2010, ICML.
[19] Leo Breiman,et al. Bagging Predictors , 1996, Machine Learning.
[20] Grigorios Tsoumakas,et al. Random k -Labelsets: An Ensemble Method for Multilabel Classification , 2007, ECML.
[21] Geoff Holmes,et al. Classifier chains for multi-label classification , 2009, Machine Learning.
[22] Saso Dzeroski,et al. An extensive experimental comparison of methods for multi-label learning , 2012, Pattern Recognit..
[23] Pablo Hernandez-Leal,et al. Hybrid Binary-Chain Multi-label Classifiers , 2012 .
[24] Grigorios Tsoumakas,et al. Mining Multi-label Data , 2010, Data Mining and Knowledge Discovery Handbook.
[25] Janez Demsar,et al. Statistical Comparisons of Classifiers over Multiple Data Sets , 2006, J. Mach. Learn. Res..