FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3204111386> ?p ?o ?g. }

• W3204111386 abstract "Perhaps the most disturbing danger to the solidness and progress of the economy of the world is the beast called illegal tax avoidance. To forestall this beast and the frightful harms it causes, certain rules are set up. These rules are called Against Cash rules. For a smooth methodology concerning tax evasion, it has been suggested that monetary establishments move away from moving toward those that are rule-arranged and hazardous, to those that current danger as their principal drivers. This research aims to explore the exhibition of a slope boosting calculation in distinguishing tax evasion exercises. Two structures were utilized to accomplish the goal of this investigation. The selected structures comprise, the module works out/test division examination that is for disconnected learning just as a prequential investigation that is for internet learning. In the workout/test partition investigation, disconnected models are developed genuinely as they are worked out on a fixed information partition to work out and test gatherings. Then again, the prequential examination agreed to dissect online students by reproducing an unbounded information stream, and it prepares likewise. The accuracy, sensitivity, recollect, F1-score, non-linear data, and other metrics were used to assess the described classifiers. F1-score over time steps, box plots (when temporal information is available). Because of the nature of the classifiers, the assessment proceeded through hundred repetitions for the reason that it was non-deterministic. The Light gradient Boosting Algorithm (LGBA) and XGBoost outflanked the Random Forest algorithm in distinguishing illegal exercises both at an exchange and account level, as appeared in Table 2. Measurable importance was identified when applying the Wilcoxon signed-rank test (α = 0.05) in terms of review, exactness, and F1-Score. The CatBoost algorithm did not result on standard with the other gradient boosting prototypes, and so, was dropped in ensuing tests. The utilization of both neighborhood and amassed highlights on the Euclidean data conveyed better outcomes." @default.
• W3204111386 created "2021-10-11" @default.
• W3204111386 creator A5080668718 @default.
• W3204111386 creator A5090360213 @default.
• W3204111386 date "2021-01-01" @default.
• W3204111386 modified "2023-09-28" @default.
• W3204111386 title "Anti-Money Laundering Recognition through the Gradient Boosting Classifier" @default.
• W3204111386 cites W2021710608 @default.
• W3204111386 cites W2030137581 @default.
• W3204111386 cites W2080303295 @default.
• W3204111386 cites W2101234009 @default.
• W3204111386 cites W2195098119 @default.
• W3204111386 cites W2583871253 @default.
• W3204111386 cites W2586297576 @default.
• W3204111386 cites W2626498001 @default.
• W3204111386 cites W2782052028 @default.
• W3204111386 cites W2784213583 @default.
• W3204111386 cites W2918480932 @default.
• W3204111386 cites W2927143629 @default.
• W3204111386 cites W2942388833 @default.
• W3204111386 cites W2962831337 @default.
• W3204111386 cites W2963334956 @default.
• W3204111386 cites W2963858328 @default.
• W3204111386 cites W2963981733 @default.
• W3204111386 cites W2969297966 @default.
• W3204111386 cites W2978488090 @default.
• W3204111386 cites W3001272657 @default.
• W3204111386 cites W3002238338 @default.
• W3204111386 cites W3006668450 @default.
• W3204111386 cites W3082897184 @default.
• W3204111386 cites W3101465553 @default.
• W3204111386 cites W3169806757 @default.
• W3204111386 cites W3171302679 @default.
• W3204111386 cites W3174247219 @default.
• W3204111386 cites W3178170988 @default.
• W3204111386 cites W3180086204 @default.
• W3204111386 cites W3181056387 @default.
• W3204111386 cites W3182597775 @default.
• W3204111386 cites W3191352727 @default.
• W3204111386 cites W3201283141 @default.
• W3204111386 cites W3208320953 @default.
• W3204111386 hasPublicationYear "2021" @default.
• W3204111386 type Work @default.
• W3204111386 sameAs 3204111386 @default.
• W3204111386 citedByCount "0" @default.
• W3204111386 crossrefType "journal-article" @default.
• W3204111386 hasAuthorship W3204111386A5080668718 @default.
• W3204111386 hasAuthorship W3204111386A5090360213 @default.
• W3204111386 hasConcept C100001284 @default.
• W3204111386 hasConcept C119857082 @default.
• W3204111386 hasConcept C154945302 @default.
• W3204111386 hasConcept C162324750 @default.
• W3204111386 hasConcept C169258074 @default.
• W3204111386 hasConcept C2989421709 @default.
• W3204111386 hasConcept C33923547 @default.
• W3204111386 hasConcept C41008148 @default.
• W3204111386 hasConcept C42475967 @default.
• W3204111386 hasConcept C46686674 @default.
• W3204111386 hasConcept C70153297 @default.
• W3204111386 hasConcept C95623464 @default.
• W3204111386 hasConceptScore W3204111386C100001284 @default.
• W3204111386 hasConceptScore W3204111386C119857082 @default.
• W3204111386 hasConceptScore W3204111386C154945302 @default.
• W3204111386 hasConceptScore W3204111386C162324750 @default.
• W3204111386 hasConceptScore W3204111386C169258074 @default.
• W3204111386 hasConceptScore W3204111386C2989421709 @default.
• W3204111386 hasConceptScore W3204111386C33923547 @default.
• W3204111386 hasConceptScore W3204111386C41008148 @default.
• W3204111386 hasConceptScore W3204111386C42475967 @default.
• W3204111386 hasConceptScore W3204111386C46686674 @default.
• W3204111386 hasConceptScore W3204111386C70153297 @default.
• W3204111386 hasConceptScore W3204111386C95623464 @default.
• W3204111386 hasIssue "5" @default.
• W3204111386 hasLocation W32041113861 @default.
• W3204111386 hasOpenAccess W3204111386 @default.
• W3204111386 hasPrimaryLocation W32041113861 @default.
• W3204111386 hasRelatedWork W1520890006 @default.
• W3204111386 hasRelatedWork W166567333 @default.
• W3204111386 hasRelatedWork W227363676 @default.
• W3204111386 hasRelatedWork W2465463305 @default.
• W3204111386 hasRelatedWork W2553662743 @default.
• W3204111386 hasRelatedWork W2612279923 @default.
• W3204111386 hasRelatedWork W2763904361 @default.
• W3204111386 hasRelatedWork W3033918721 @default.
• W3204111386 hasRelatedWork W3047338478 @default.
• W3204111386 hasRelatedWork W3200091658 @default.
• W3204111386 hasRelatedWork W2761341535 @default.
• W3204111386 hasVolume "25" @default.
• W3204111386 isParatext "false" @default.
• W3204111386 isRetracted "false" @default.
• W3204111386 magId "3204111386" @default.
• W3204111386 workType "article" @default.