Encyclopedia of Machine Learning and Data Mining

By Claude Sammut, Geoffrey I. Webb, Z. Abdallah, Charu C. Aggarwal, Ibm T J Watson, Biliana Alexandrova-Kabadjova Banco de M´exico, México City, México, P. Auer, J. Bagnell and 119 more. Encyclopedia of Machine Learning and Data Mining, 2017

452 citations recorded by the source corpus.

Subfields: Information Systems

View Paper: https://www.semanticscholar.org/paper/1202d5a0da9790ae5d8a5d67125e83c82d33faf9

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In Information Systems

1. Hussain Alibrahim
2. Simone A. Ludwig

Citations in the corpus

• Hyperparameter Optimization: Comparing Genetic Algorithm against Grid Search and Bayesian Optimization (2021, methodology): “5) Area Under the Curve (AUC) [15]: AUC is an experimental computation of the classification process performance based on the area under an Receiver Operating Characteristics (ROC) curve.”
• Review of Bridge Structural Health Monitoring Aided by Big Data and Artificial Intelligence: From Condition Assessment to Damage Detection (2020, unknown): “Besides, in a given dataset, a simpler model is always preferable to avoid high variance or overfitting (i.e., Occam ’ s razor principle) (Sammut and Webb 2017).”