FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2892035339> ?p ?o ?g. }

• W2892035339 abstract "Tax evasion detection plays a crucial role in addressing tax revenue loss. Many efforts have been made to develop tax evasion detection models by leveraging machine learning techniques, but they have not constructed a uniform model for different geographical regions because an ample supply of training examples is a fundamental prerequisite for an effective detection model. When sufficient tax data are not readily available, the development of a representative detection model is more difficult due to unequal feature distributions in different regions. Existing methods face a challenge in explaining and tracing derived results. To overcome these challenges, we propose an Inter-Region Tax Evasion Detection method based on Transfer Learning (IRTED-TL), which is optimized to simultaneously augment training data and induce interpretability into the detection model. We exploit evasion-related knowledge in one region and leverage transfer learning techniques to reinforce the tax evasion detection tasks of other regions in which training examples are lacking. We provide a unified framework that takes advantage of auxiliary data using a transfer learning mechanism and builds an interpretable classifier for inter-region tax evasion detection. Experimental tests based on real-world tax data demonstrate that the IRTED-TL can detect tax evaders with higher accuracy and better interpretability than existing methods." @default.
• W2892035339 created "2018-09-27" @default.
• W2892035339 creator A5006541540 @default.
• W2892035339 creator A5035080566 @default.
• W2892035339 creator A5041083459 @default.
• W2892035339 creator A5078219471 @default.
• W2892035339 creator A5088130015 @default.
• W2892035339 date "2018-08-01" @default.
• W2892035339 modified "2023-09-25" @default.
• W2892035339 title "IRTED-TL: An Inter-Region Tax Evasion Detection Method Based on Transfer Learning" @default.
• W2892035339 cites W1587567107 @default.
• W2892035339 cites W1974221411 @default.
• W2892035339 cites W1996790059 @default.
• W2892035339 cites W2012981859 @default.
• W2892035339 cites W2018300500 @default.
• W2892035339 cites W2023133250 @default.
• W2892035339 cites W2035973357 @default.
• W2892035339 cites W2038466664 @default.
• W2892035339 cites W2041058593 @default.
• W2892035339 cites W2051078986 @default.
• W2892035339 cites W2066784360 @default.
• W2892035339 cites W2075728230 @default.
• W2892035339 cites W2085179250 @default.
• W2892035339 cites W2087977130 @default.
• W2892035339 cites W2111492941 @default.
• W2892035339 cites W2115036770 @default.
• W2892035339 cites W2115403315 @default.
• W2892035339 cites W2122838776 @default.
• W2892035339 cites W2137983211 @default.
• W2892035339 cites W2149466042 @default.
• W2892035339 cites W2153353890 @default.
• W2892035339 cites W2164524038 @default.
• W2892035339 cites W2165698076 @default.
• W2892035339 cites W2344499106 @default.
• W2892035339 cites W2415324613 @default.
• W2892035339 cites W2512998565 @default.
• W2892035339 cites W4239510810 @default.
• W2892035339 cites W4297957988 @default.
• W2892035339 cites W91088564 @default.
• W2892035339 doi "https://doi.org/10.1109/trustcom/bigdatase.2018.00169" @default.
• W2892035339 hasPublicationYear "2018" @default.
• W2892035339 type Work @default.
• W2892035339 sameAs 2892035339 @default.
• W2892035339 citedByCount "9" @default.
• W2892035339 countsByYear W28920353392019 @default.
• W2892035339 countsByYear W28920353392020 @default.
• W2892035339 countsByYear W28920353392021 @default.
• W2892035339 countsByYear W28920353392022 @default.
• W2892035339 countsByYear W28920353392023 @default.
• W2892035339 crossrefType "proceedings-article" @default.
• W2892035339 hasAuthorship W2892035339A5006541540 @default.
• W2892035339 hasAuthorship W2892035339A5035080566 @default.
• W2892035339 hasAuthorship W2892035339A5041083459 @default.
• W2892035339 hasAuthorship W2892035339A5078219471 @default.
• W2892035339 hasAuthorship W2892035339A5088130015 @default.
• W2892035339 hasBestOaLocation W28920353392 @default.
• W2892035339 hasConcept C100001284 @default.
• W2892035339 hasConcept C119857082 @default.
• W2892035339 hasConcept C121955636 @default.
• W2892035339 hasConcept C150899416 @default.
• W2892035339 hasConcept C153083717 @default.
• W2892035339 hasConcept C154945302 @default.
• W2892035339 hasConcept C162324750 @default.
• W2892035339 hasConcept C165696696 @default.
• W2892035339 hasConcept C195487862 @default.
• W2892035339 hasConcept C203014093 @default.
• W2892035339 hasConcept C2781067378 @default.
• W2892035339 hasConcept C2781251061 @default.
• W2892035339 hasConcept C2989421709 @default.
• W2892035339 hasConcept C38652104 @default.
• W2892035339 hasConcept C41008148 @default.
• W2892035339 hasConcept C86803240 @default.
• W2892035339 hasConcept C8891405 @default.
• W2892035339 hasConceptScore W2892035339C100001284 @default.
• W2892035339 hasConceptScore W2892035339C119857082 @default.
• W2892035339 hasConceptScore W2892035339C121955636 @default.
• W2892035339 hasConceptScore W2892035339C150899416 @default.
• W2892035339 hasConceptScore W2892035339C153083717 @default.
• W2892035339 hasConceptScore W2892035339C154945302 @default.
• W2892035339 hasConceptScore W2892035339C162324750 @default.
• W2892035339 hasConceptScore W2892035339C165696696 @default.
• W2892035339 hasConceptScore W2892035339C195487862 @default.
• W2892035339 hasConceptScore W2892035339C203014093 @default.
• W2892035339 hasConceptScore W2892035339C2781067378 @default.
• W2892035339 hasConceptScore W2892035339C2781251061 @default.
• W2892035339 hasConceptScore W2892035339C2989421709 @default.
• W2892035339 hasConceptScore W2892035339C38652104 @default.
• W2892035339 hasConceptScore W2892035339C41008148 @default.
• W2892035339 hasConceptScore W2892035339C86803240 @default.
• W2892035339 hasConceptScore W2892035339C8891405 @default.
• W2892035339 hasLocation W28920353391 @default.
• W2892035339 hasLocation W28920353392 @default.
• W2892035339 hasOpenAccess W2892035339 @default.
• W2892035339 hasPrimaryLocation W28920353391 @default.
• W2892035339 hasRelatedWork W3006943036 @default.
• W2892035339 hasRelatedWork W3023163568 @default.
• W2892035339 hasRelatedWork W4200511449 @default.
• W2892035339 hasRelatedWork W4206534706 @default.
• W2892035339 hasRelatedWork W4229079080 @default.
• W2892035339 hasRelatedWork W4299487748 @default.

• next