Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385705928> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W4385705928 abstract "Computational statistics plays a crucial role in the field of machine learning by providing robust and efficient methods for data analysis and model inference. In this abstract, we explore the intersection of computational statistics and machine learning, highlighting the key contributions and advancements in this rapidly evolving field. We begin by discussing the fundamental principles of computational statistics, emphasizing the importance of statistical modeling, inference, and optimization. These principles form the backbone of machine learning algorithms, enabling data-driven decision making and predictive modeling. Next, we delve into the challenges and complexities associated with applying computational statistics techniques. These challenges include handling high-dimensional data, dealing with large-scale datasets, and over fitting. Various approaches, such as regularization, dimensionality reduction, and scalable algorithms, are explored as solutions to these challenges. Keywords—computational statistics, machine learning, data, decision making, optimization." @default.
- W4385705928 created "2023-08-10" @default.
- W4385705928 creator A5048266570 @default.
- W4385705928 date "2023-08-09" @default.
- W4385705928 modified "2023-10-01" @default.
- W4385705928 title "Role and Importance of Computational Statistics in Machine Learning" @default.
- W4385705928 doi "https://doi.org/10.55041/ijsrem25121" @default.
- W4385705928 hasPublicationYear "2023" @default.
- W4385705928 type Work @default.
- W4385705928 citedByCount "0" @default.
- W4385705928 crossrefType "journal-article" @default.
- W4385705928 hasAuthorship W4385705928A5048266570 @default.
- W4385705928 hasBestOaLocation W43857059281 @default.
- W4385705928 hasConcept C105795698 @default.
- W4385705928 hasConcept C111030470 @default.
- W4385705928 hasConcept C119857082 @default.
- W4385705928 hasConcept C134261354 @default.
- W4385705928 hasConcept C154945302 @default.
- W4385705928 hasConcept C176222170 @default.
- W4385705928 hasConcept C202444582 @default.
- W4385705928 hasConcept C2776135515 @default.
- W4385705928 hasConcept C2776214188 @default.
- W4385705928 hasConcept C33923547 @default.
- W4385705928 hasConcept C41008148 @default.
- W4385705928 hasConcept C48044578 @default.
- W4385705928 hasConcept C50292564 @default.
- W4385705928 hasConcept C70518039 @default.
- W4385705928 hasConcept C77088390 @default.
- W4385705928 hasConcept C8038995 @default.
- W4385705928 hasConcept C9652623 @default.
- W4385705928 hasConceptScore W4385705928C105795698 @default.
- W4385705928 hasConceptScore W4385705928C111030470 @default.
- W4385705928 hasConceptScore W4385705928C119857082 @default.
- W4385705928 hasConceptScore W4385705928C134261354 @default.
- W4385705928 hasConceptScore W4385705928C154945302 @default.
- W4385705928 hasConceptScore W4385705928C176222170 @default.
- W4385705928 hasConceptScore W4385705928C202444582 @default.
- W4385705928 hasConceptScore W4385705928C2776135515 @default.
- W4385705928 hasConceptScore W4385705928C2776214188 @default.
- W4385705928 hasConceptScore W4385705928C33923547 @default.
- W4385705928 hasConceptScore W4385705928C41008148 @default.
- W4385705928 hasConceptScore W4385705928C48044578 @default.
- W4385705928 hasConceptScore W4385705928C50292564 @default.
- W4385705928 hasConceptScore W4385705928C70518039 @default.
- W4385705928 hasConceptScore W4385705928C77088390 @default.
- W4385705928 hasConceptScore W4385705928C8038995 @default.
- W4385705928 hasConceptScore W4385705928C9652623 @default.
- W4385705928 hasIssue "08" @default.
- W4385705928 hasLocation W43857059281 @default.
- W4385705928 hasOpenAccess W4385705928 @default.
- W4385705928 hasPrimaryLocation W43857059281 @default.
- W4385705928 hasRelatedWork W2954428433 @default.
- W4385705928 hasRelatedWork W3123566319 @default.
- W4385705928 hasRelatedWork W3136151706 @default.
- W4385705928 hasRelatedWork W3196155444 @default.
- W4385705928 hasRelatedWork W3209574120 @default.
- W4385705928 hasRelatedWork W4286629047 @default.
- W4385705928 hasRelatedWork W4306321456 @default.
- W4385705928 hasRelatedWork W4323546569 @default.
- W4385705928 hasRelatedWork W4386462264 @default.
- W4385705928 hasRelatedWork W4224009465 @default.
- W4385705928 hasVolume "07" @default.
- W4385705928 isParatext "false" @default.
- W4385705928 isRetracted "false" @default.
- W4385705928 workType "article" @default.