On the effectiveness of preprocessing methods when dealing with different levels of class imbalance. Knowledge-Based Systems, vol.25, pp.13-21, 2012. ,
Decision combination in multiple classifier systems, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.16, issue.1, pp.66-75, 1994. ,
, UCI machine learning repository, 2013.
Reliability of subjective probability forecasts of precipitation and temperature, Journal of the Royal Statistical Society. Series C (Applied Statistics), vol.26, issue.1, pp.41-47, 1977. ,
Mashup web data sources and services based on semantic queries, Information Systems, vol.25, issue.2, pp.151-173, 2011. ,
Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods, Advances In Large Margin Classifiers, pp.61-74, 1999. ,
The combination of decision in crowds when the number of reliable annotator is scarce, Advances in Intelligent Data Analysis XVI, pp.260-271, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01796290
Bias-Variance Trade-offs: Novel Applications, pp.101-110, 2010. ,
, , 2016.
Eliminating spammers and ranking annotators for crowdsourced labeling tasks, J. Mach. Learn. Res, vol.13, pp.491-518, 2012. ,
Ensemble-based classifiers, Artificial Intelligence Review, vol.33, issue.1, pp.1-39, 2010. ,
Ranking web services using web service popularity score, International Journal of Information Technology and Web Engineering, vol.9, issue.2, pp.78-89, 2014. ,
Combining multiple classifiers with dynamic weighted voting, Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems. pp. 510-516. HAIS '09, 2009. ,
Chapter 4 -algorithms: The basic methods, Data Mining, pp.91-160, 2017. ,
Transforming classifier scores into accurate multiclass probability estimates, Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp.694-699, 2002. ,
A weighted voting classifier based on differential evolution, Abstract and Applied Analysis, 2014. ,