Who Cited It

On hyperparameter optimization of machine learning algorithms: Theory and practice

2020 · Neurocomputing · 3,249 citations · 0 from inside this corpus

Li Yang, Abdallah Shami

No abstract in the source record.

On hyperparameter optimization of machine learning algorithms: Theory and practice (2020)On hyperparameter optimizatio…Scikit-learn: Machine Learning in Python (2012)Scikit-learn: Machine Learnin…Neural networks for pattern recognition (1994)Neural networks for pattern r…Numerical optimization (2021)Numerical optimizationMachine learning: Trends, perspectives, and prospects (2015)Machine learning: Trends, per…Ensemble Methods in Machine Learning (2000)Ensemble Methods in Machine L…Large-Scale Machine Learning with Stochastic Gradient Descent (2010)Large-Scale Machine Learning …Practical Bayesian Optimization of Machine Learning Algorithms (2012)Practical Bayesian Optimizati…A survey of decision tree classifier methodology (1991)A survey of decision tree cla…Parameter selection in particle swarm optimization (1998)Parameter selection in partic…Algorithms for Hyper-Parameter Optimization (2011)Algorithms for Hyper-Paramete…A fuzzy K-nearest neighbor algorithm (1985)A fuzzy K-nearest neighbor al…An empirical study of the naive Bayes classifier (2001)On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation (2010)On Over-fitting in Model Sele…DEAP: evolutionary algorithms made easy (2012)DEAP: evolutionary algorithms…GAUSSIAN PROCESSES FOR MACHINE LEARNING (2004)GAUSSIAN PROCESSES FOR MACHIN…
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What this paper cites, inside the corpus

PaperYearCited
Scikit-learn: Machine Learning in Python201264,025
Neural networks for pattern recognition199418,720
Numerical optimization202114,172
Machine learning: Trends, perspectives, and prospects20159,947
Ensemble Methods in Machine Learning20008,058
Large-Scale Machine Learning with Stochastic Gradient Descent20105,695
Practical Bayesian Optimization of Machine Learning Algorithms20125,674
A survey of decision tree classifier methodology19913,833
Parameter selection in particle swarm optimization19983,539
Algorithms for Hyper-Parameter Optimization20113,188
A fuzzy K-nearest neighbor algorithm19852,679
An empirical study of the naive Bayes classifier20012,548
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation20101,988
DEAP: evolutionary algorithms made easy20121,670
GAUSSIAN PROCESSES FOR MACHINE LEARNING20041,486

Links

DOI · Open access copy · OpenAlex record

Topics

Machine Learning and Data ClassificationComputer Science
Advanced Multi-Objective Optimization AlgorithmsComputer Science
Metaheuristic Optimization Algorithms ResearchComputer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

  • supports2 author record(s) attached.
  • supports172 reference(s) recorded.
  • supportsThe DOI's year agrees with the publication year.
  • supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:47+00:00.

sha256 a08467ae9504f237…