FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3159818368> ?p ?o ?g. }

• W3159818368 abstract "Since last two decades, imbalanced data is becoming a hot topic to do research or to determine meaningful results. One of the problems of machine learning and data mining areas is class imbalance. Data sets with imbalances have hindered the efficiency of algorithms for data mining and machine learning (in terms of overall accuracy, decision making). In the big data era, the expansion of data mining and machine learning has raised new challenges with the nature of data. In class imbalanced data, majority class lead to problem, i.e., having an imbalance between minority and majority class samples created several problems for researchers. In result, researchers are unable to learn much from systems or they are unable to find or determine prediction or take decision for respective applications like fraud detection, rare diseases identification/ prediction, approval of credit card, software defect prediction, etc. A survey for class imbalance problem is proposed in this paper with discussing several applications (where this problem getting attention). For solving this famous problem or balance this imbalanced data, three methods like Data-level, algorithm-level and hybrid methods are being considered/ used. Among these methods, a hybrid method is receiving much popularity. This paper also discusses several open issues and challenges (which are required to be developed in near future for efficient/ imbalanced learning). Also, in last several (essential) future research directions have been also discussed in this work, which makes this work as important one for research community." @default.
• W3159818368 created "2021-05-10" @default.
• W3159818368 creator A5014537274 @default.
• W3159818368 creator A5019833367 @default.
• W3159818368 creator A5039774878 @default.
• W3159818368 creator A5071890338 @default.
• W3159818368 date "2021-01-27" @default.
• W3159818368 modified "2023-10-18" @default.
• W3159818368 title "Class Imbalanced Data: Open Issues and Future Research Directions" @default.
• W3159818368 cites W1517728993 @default.
• W3159818368 cites W1966748751 @default.
• W3159818368 cites W1974013939 @default.
• W3159818368 cites W1975574179 @default.
• W3159818368 cites W2022348393 @default.
• W3159818368 cites W2053724458 @default.
• W3159818368 cites W2055719802 @default.
• W3159818368 cites W2089892729 @default.
• W3159818368 cites W2090239801 @default.
• W3159818368 cites W2099454382 @default.
• W3159818368 cites W2103414007 @default.
• W3159818368 cites W2106479238 @default.
• W3159818368 cites W2107657787 @default.
• W3159818368 cites W2109621301 @default.
• W3159818368 cites W2156530876 @default.
• W3159818368 cites W2158173746 @default.
• W3159818368 cites W2191253925 @default.
• W3159818368 cites W2252381252 @default.
• W3159818368 cites W2343346879 @default.
• W3159818368 cites W2347020865 @default.
• W3159818368 cites W2942829332 @default.
• W3159818368 cites W2955176339 @default.
• W3159818368 cites W3006525638 @default.
• W3159818368 cites W3035470799 @default.
• W3159818368 cites W3091094143 @default.
• W3159818368 cites W3113773467 @default.
• W3159818368 cites W4236586490 @default.
• W3159818368 cites W4253686938 @default.
• W3159818368 doi "https://doi.org/10.1109/iccci50826.2021.9402272" @default.
• W3159818368 hasPublicationYear "2021" @default.
• W3159818368 type Work @default.
• W3159818368 sameAs 3159818368 @default.
• W3159818368 citedByCount "1" @default.
• W3159818368 crossrefType "proceedings-article" @default.
• W3159818368 hasAuthorship W3159818368A5014537274 @default.
• W3159818368 hasAuthorship W3159818368A5019833367 @default.
• W3159818368 hasAuthorship W3159818368A5039774878 @default.
• W3159818368 hasAuthorship W3159818368A5071890338 @default.
• W3159818368 hasConcept C116834253 @default.
• W3159818368 hasConcept C119857082 @default.
• W3159818368 hasConcept C124101348 @default.
• W3159818368 hasConcept C136764020 @default.
• W3159818368 hasConcept C154945302 @default.
• W3159818368 hasConcept C15744967 @default.
• W3159818368 hasConcept C2522767166 @default.
• W3159818368 hasConcept C2777212361 @default.
• W3159818368 hasConcept C2778464652 @default.
• W3159818368 hasConcept C2780586970 @default.
• W3159818368 hasConcept C41008148 @default.
• W3159818368 hasConcept C59822182 @default.
• W3159818368 hasConcept C75684735 @default.
• W3159818368 hasConcept C77805123 @default.
• W3159818368 hasConcept C86803240 @default.
• W3159818368 hasConceptScore W3159818368C116834253 @default.
• W3159818368 hasConceptScore W3159818368C119857082 @default.
• W3159818368 hasConceptScore W3159818368C124101348 @default.
• W3159818368 hasConceptScore W3159818368C136764020 @default.
• W3159818368 hasConceptScore W3159818368C154945302 @default.
• W3159818368 hasConceptScore W3159818368C15744967 @default.
• W3159818368 hasConceptScore W3159818368C2522767166 @default.
• W3159818368 hasConceptScore W3159818368C2777212361 @default.
• W3159818368 hasConceptScore W3159818368C2778464652 @default.
• W3159818368 hasConceptScore W3159818368C2780586970 @default.
• W3159818368 hasConceptScore W3159818368C41008148 @default.
• W3159818368 hasConceptScore W3159818368C59822182 @default.
• W3159818368 hasConceptScore W3159818368C75684735 @default.
• W3159818368 hasConceptScore W3159818368C77805123 @default.
• W3159818368 hasConceptScore W3159818368C86803240 @default.
• W3159818368 hasLocation W31598183681 @default.
• W3159818368 hasOpenAccess W3159818368 @default.
• W3159818368 hasPrimaryLocation W31598183681 @default.
• W3159818368 hasRelatedWork W2290480557 @default.
• W3159818368 hasRelatedWork W2295045662 @default.
• W3159818368 hasRelatedWork W2608950002 @default.
• W3159818368 hasRelatedWork W2790331597 @default.
• W3159818368 hasRelatedWork W3014300295 @default.
• W3159818368 hasRelatedWork W3043006947 @default.
• W3159818368 hasRelatedWork W3149206686 @default.
• W3159818368 hasRelatedWork W4313246833 @default.
• W3159818368 hasRelatedWork W4313893854 @default.
• W3159818368 hasRelatedWork W2582967119 @default.
• W3159818368 isParatext "false" @default.
• W3159818368 isRetracted "false" @default.
• W3159818368 magId "3159818368" @default.
• W3159818368 workType "article" @default.