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List of works by André Luis Debiaso Rossi

A guidance of data stream characterization for meta-learning

Bio-Inspired Parameter Tunning of MLP Networks for Gene Expression Analysis

article

Bio-inspired Optimization Techniques for SVM Parameter Tuning

Bioinspired Parameter Tuning of MLP Networks for Gene Expression Analysis: Quality of Fitness Estimates vs. Number of Solutions Analysed

Combining Meta-learning and Search Techniques to SVM Parameter Selection

article published in 2010

Effectiveness of Random Search in SVM hyper-parameter tuning

Meta-Learning for Periodic Algorithm Selection in Time-Changing Data

article

MetaStream: A meta-learning based method for periodic algorithm selection in time-changing data

Predicting execution time of machine learning tasks using metalearning

scholarly article published December 2011

To tune or not to tune: Recommending when to adjust SVM hyper-parameters via meta-learning

Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks

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