Matches in SemOpenAlex for { <https://semopenalex.org/work/W2022376068> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2022376068 abstract "Class imbalanced classifications are important issues in machine learning since class imbalanced problems usually happen in real applications such as intrusion detection, medical diagnostic/monitoring, oil-spill detection, and credit card fraud detection. It is hard to identify rare events correctly if a learning algorithm is just established based on optimal accuracy, as all samples will be classified into the major group. Many algorithms were proposed to deal with class imbalance problems. In this paper, we focus on MICE algorithm proposed by [15] and improve the algorithm by choosing the optimal threshold based on the posterior probabilities. In addition, we illustrate the reason why the logistic transformation works in MICE. The empirical results show that choosing the optimal threshold vis posterior probabilities can improve the performance of the MICE algorithm." @default.
- W2022376068 created "2016-06-24" @default.
- W2022376068 creator A5038145032 @default.
- W2022376068 creator A5051494859 @default.
- W2022376068 creator A5075659598 @default.
- W2022376068 creator A5076718675 @default.
- W2022376068 date "2013-07-01" @default.
- W2022376068 modified "2023-09-26" @default.
- W2022376068 title "Detect Rare Events via MICE Algorithm with Optimal Threshold" @default.
- W2022376068 cites W129457532 @default.
- W2022376068 cites W1506588750 @default.
- W2022376068 cites W1591261915 @default.
- W2022376068 cites W163887238 @default.
- W2022376068 cites W1747770251 @default.
- W2022376068 cites W1977245551 @default.
- W2022376068 cites W1990534247 @default.
- W2022376068 cites W2013313366 @default.
- W2022376068 cites W2023294425 @default.
- W2022376068 cites W2023639956 @default.
- W2022376068 cites W2053724458 @default.
- W2022376068 cites W2058732827 @default.
- W2022376068 cites W2070808135 @default.
- W2022376068 cites W2118978333 @default.
- W2022376068 cites W2120040939 @default.
- W2022376068 cites W2148143831 @default.
- W2022376068 cites W1601679119 @default.
- W2022376068 doi "https://doi.org/10.1109/imis.2013.21" @default.
- W2022376068 hasPublicationYear "2013" @default.
- W2022376068 type Work @default.
- W2022376068 sameAs 2022376068 @default.
- W2022376068 citedByCount "5" @default.
- W2022376068 countsByYear W20223760682017 @default.
- W2022376068 countsByYear W20223760682018 @default.
- W2022376068 countsByYear W20223760682019 @default.
- W2022376068 countsByYear W20223760682020 @default.
- W2022376068 crossrefType "proceedings-article" @default.
- W2022376068 hasAuthorship W2022376068A5038145032 @default.
- W2022376068 hasAuthorship W2022376068A5051494859 @default.
- W2022376068 hasAuthorship W2022376068A5075659598 @default.
- W2022376068 hasAuthorship W2022376068A5076718675 @default.
- W2022376068 hasConcept C110083411 @default.
- W2022376068 hasConcept C11413529 @default.
- W2022376068 hasConcept C119857082 @default.
- W2022376068 hasConcept C120665830 @default.
- W2022376068 hasConcept C121332964 @default.
- W2022376068 hasConcept C124101348 @default.
- W2022376068 hasConcept C136764020 @default.
- W2022376068 hasConcept C145097563 @default.
- W2022376068 hasConcept C154945302 @default.
- W2022376068 hasConcept C192209626 @default.
- W2022376068 hasConcept C2777212361 @default.
- W2022376068 hasConcept C2983355114 @default.
- W2022376068 hasConcept C35525427 @default.
- W2022376068 hasConcept C41008148 @default.
- W2022376068 hasConceptScore W2022376068C110083411 @default.
- W2022376068 hasConceptScore W2022376068C11413529 @default.
- W2022376068 hasConceptScore W2022376068C119857082 @default.
- W2022376068 hasConceptScore W2022376068C120665830 @default.
- W2022376068 hasConceptScore W2022376068C121332964 @default.
- W2022376068 hasConceptScore W2022376068C124101348 @default.
- W2022376068 hasConceptScore W2022376068C136764020 @default.
- W2022376068 hasConceptScore W2022376068C145097563 @default.
- W2022376068 hasConceptScore W2022376068C154945302 @default.
- W2022376068 hasConceptScore W2022376068C192209626 @default.
- W2022376068 hasConceptScore W2022376068C2777212361 @default.
- W2022376068 hasConceptScore W2022376068C2983355114 @default.
- W2022376068 hasConceptScore W2022376068C35525427 @default.
- W2022376068 hasConceptScore W2022376068C41008148 @default.
- W2022376068 hasLocation W20223760681 @default.
- W2022376068 hasOpenAccess W2022376068 @default.
- W2022376068 hasPrimaryLocation W20223760681 @default.
- W2022376068 hasRelatedWork W1541950099 @default.
- W2022376068 hasRelatedWork W1655064 @default.
- W2022376068 hasRelatedWork W1984323748 @default.
- W2022376068 hasRelatedWork W2012759654 @default.
- W2022376068 hasRelatedWork W203839968 @default.
- W2022376068 hasRelatedWork W2087682741 @default.
- W2022376068 hasRelatedWork W2091007025 @default.
- W2022376068 hasRelatedWork W2329463059 @default.
- W2022376068 hasRelatedWork W2351413710 @default.
- W2022376068 hasRelatedWork W2364782328 @default.
- W2022376068 hasRelatedWork W2368849473 @default.
- W2022376068 hasRelatedWork W2472223596 @default.
- W2022376068 hasRelatedWork W2525022042 @default.
- W2022376068 hasRelatedWork W2909588969 @default.
- W2022376068 hasRelatedWork W2948706569 @default.
- W2022376068 hasRelatedWork W2971413776 @default.
- W2022376068 hasRelatedWork W2995039619 @default.
- W2022376068 hasRelatedWork W3004829354 @default.
- W2022376068 hasRelatedWork W3008103964 @default.
- W2022376068 hasRelatedWork W3017206470 @default.
- W2022376068 isParatext "false" @default.
- W2022376068 isRetracted "false" @default.
- W2022376068 magId "2022376068" @default.
- W2022376068 workType "article" @default.