Litcius/Paper detail

On the interpretability of machine learning regression for path-loss prediction of millimeter-wave links

Yoiz Nuñez, Lisandro Lovisolo, Luiz da Silva Mello, Carlos Orihuela

2022Expert Systems with Applications22 citationsDOI

Topics & Concepts

InterpretabilityGradient boostingComputer scienceRandom forestMachine learningPath lossSupport vector machineArtificial neural networkDecision treeArtificial intelligenceRegressionPredictive modellingExtremely high frequencyBoosting (machine learning)GeneralizationPath (computing)MathematicsWirelessTelecommunicationsStatisticsMathematical analysisProgramming languageMillimeter-Wave Propagation and ModelingPower Line Communications and Noise
On the interpretability of machine learning regression for path-loss prediction of millimeter-wave links | Litcius