Matches in SemOpenAlex for { <https://semopenalex.org/work/W3199151837> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W3199151837 abstract "Algorithms in each step of data analytics application include hyperparameters that are independent of the data itself. The choice of hyperparameters is one of the most time-consuming parts of data analytics since it cannot be performed precisely without heuristic or empirical methods. This paper implemented hyperparameter selection algorithms: Simulated Annealing, Bayesian Search, Tree-structured Parzen Estimators, Differential Evolution, Basin Hopping on Spark, distributed big data processing platform. The performance is measured by comparing the results we get from each algorithm with the results of the Random Search algorithm. We have tested the scalability and ability for parallelization of algorithms." @default.
- W3199151837 created "2021-09-27" @default.
- W3199151837 creator A5021594624 @default.
- W3199151837 date "2021-09-20" @default.
- W3199151837 modified "2023-09-25" @default.
- W3199151837 title "Application of Hyperparameter Algorithms using Big Data Platforms" @default.
- W3199151837 cites W2113207845 @default.
- W3199151837 cites W2189149359 @default.
- W3199151837 cites W2477917220 @default.
- W3199151837 cites W2739921820 @default.
- W3199151837 cites W2795076017 @default.
- W3199151837 cites W2888686660 @default.
- W3199151837 cites W2907036540 @default.
- W3199151837 cites W2914357187 @default.
- W3199151837 cites W2942676907 @default.
- W3199151837 hasPublicationYear "2021" @default.
- W3199151837 type Work @default.
- W3199151837 sameAs 3199151837 @default.
- W3199151837 citedByCount "0" @default.
- W3199151837 crossrefType "journal-article" @default.
- W3199151837 hasAuthorship W3199151837A5021594624 @default.
- W3199151837 hasConcept C105795698 @default.
- W3199151837 hasConcept C11413529 @default.
- W3199151837 hasConcept C119857082 @default.
- W3199151837 hasConcept C124101348 @default.
- W3199151837 hasConcept C154945302 @default.
- W3199151837 hasConcept C185429906 @default.
- W3199151837 hasConcept C199360897 @default.
- W3199151837 hasConcept C2781215313 @default.
- W3199151837 hasConcept C33923547 @default.
- W3199151837 hasConcept C41008148 @default.
- W3199151837 hasConcept C48044578 @default.
- W3199151837 hasConcept C75684735 @default.
- W3199151837 hasConcept C77088390 @default.
- W3199151837 hasConcept C8642999 @default.
- W3199151837 hasConceptScore W3199151837C105795698 @default.
- W3199151837 hasConceptScore W3199151837C11413529 @default.
- W3199151837 hasConceptScore W3199151837C119857082 @default.
- W3199151837 hasConceptScore W3199151837C124101348 @default.
- W3199151837 hasConceptScore W3199151837C154945302 @default.
- W3199151837 hasConceptScore W3199151837C185429906 @default.
- W3199151837 hasConceptScore W3199151837C199360897 @default.
- W3199151837 hasConceptScore W3199151837C2781215313 @default.
- W3199151837 hasConceptScore W3199151837C33923547 @default.
- W3199151837 hasConceptScore W3199151837C41008148 @default.
- W3199151837 hasConceptScore W3199151837C48044578 @default.
- W3199151837 hasConceptScore W3199151837C75684735 @default.
- W3199151837 hasConceptScore W3199151837C77088390 @default.
- W3199151837 hasConceptScore W3199151837C8642999 @default.
- W3199151837 hasIssue "01" @default.
- W3199151837 hasLocation W31991518371 @default.
- W3199151837 hasOpenAccess W3199151837 @default.
- W3199151837 hasPrimaryLocation W31991518371 @default.
- W3199151837 hasRelatedWork W1954420648 @default.
- W3199151837 hasRelatedWork W2034616054 @default.
- W3199151837 hasRelatedWork W2294123266 @default.
- W3199151837 hasRelatedWork W2533014050 @default.
- W3199151837 hasRelatedWork W2611558306 @default.
- W3199151837 hasRelatedWork W2785853577 @default.
- W3199151837 hasRelatedWork W2805474292 @default.
- W3199151837 hasRelatedWork W2883058160 @default.
- W3199151837 hasRelatedWork W2897588407 @default.
- W3199151837 hasRelatedWork W2900012059 @default.
- W3199151837 hasRelatedWork W2911746830 @default.
- W3199151837 hasRelatedWork W2941801480 @default.
- W3199151837 hasRelatedWork W2950023552 @default.
- W3199151837 hasRelatedWork W3012068615 @default.
- W3199151837 hasRelatedWork W3015802548 @default.
- W3199151837 hasRelatedWork W3026558024 @default.
- W3199151837 hasRelatedWork W3136069479 @default.
- W3199151837 hasRelatedWork W3190847997 @default.
- W3199151837 hasRelatedWork W3196408606 @default.
- W3199151837 hasRelatedWork W3198250257 @default.
- W3199151837 hasVolume "1" @default.
- W3199151837 isParatext "false" @default.
- W3199151837 isRetracted "false" @default.
- W3199151837 magId "3199151837" @default.
- W3199151837 workType "article" @default.