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Prediction of Football Player Value using Bayesian Ensemble Approach
To predict each player's market value, we propose an improved LightGBM model by optimizing its hyperparameter using a Tree-structured Parzen Estimator (TPE) algorithm.
An empirical investigation of different classifiers, encoding and ensemble schemes for next event prediction using business process event logs
While there is a general understanding that ensembles perform well in predictive monitoring of business processes, next event prediction is a task for which no other benchmarks involving ensembles are available.
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