Matches in SemOpenAlex for { <https://semopenalex.org/work/W2937431376> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2937431376 abstract "Chronic Kidney Disease (CKD) is one of the deadliest diseases that slowly damages human kidney. The disease remains undetected in its early stage and the patients can only realize the severity of the disease when it gets advanced. Hence, detecting such disease at earlier stage is a key challenge now. Data mining is a branch of Artificial Intelligence that is widely used to derive interesting patterns from a large volume of medical data. While various data mining techniques used by Experts, boosting and rule extraction techniques have rarely been applied in analyzing Kidney diseases. Boosting is a method of ensemble technique that enhances the prediction power of a data mining model. AdaBoost and LogitBoost are used here for comparing the performance of classification. Ant-Miner is also a data mining algorithm that applies Ant Colony Optimization technique. Ant-Miner along with Decision tree have been used in the paper to derive rules. The aim of this paper is two-fold: analyzing the performance of boosting algorithms for detecting CKD and deriving rules illustrating relationship among the attributes of CKD. The best information retrieved by both classification and rule generation techniques are promising and can be adopted by the Medical Scientists for their research purpose." @default.
- W2937431376 created "2019-04-25" @default.
- W2937431376 creator A5026191677 @default.
- W2937431376 creator A5086217459 @default.
- W2937431376 date "2019-02-01" @default.
- W2937431376 modified "2023-10-17" @default.
- W2937431376 title "Rule Induction and Prediction of Chronic Kidney Disease Using Boosting Classifiers, Ant-Miner and J48 Decision Tree" @default.
- W2937431376 cites W1566376227 @default.
- W2937431376 cites W17054689 @default.
- W2937431376 cites W2002497044 @default.
- W2937431376 cites W2008343108 @default.
- W2937431376 cites W2026770313 @default.
- W2937431376 cites W2057784501 @default.
- W2937431376 cites W2109215775 @default.
- W2937431376 cites W2122147639 @default.
- W2937431376 cites W2125965138 @default.
- W2937431376 cites W2136153329 @default.
- W2937431376 cites W2379581788 @default.
- W2937431376 cites W2511377368 @default.
- W2937431376 cites W2548466742 @default.
- W2937431376 cites W2582464951 @default.
- W2937431376 cites W2610439952 @default.
- W2937431376 cites W2765821884 @default.
- W2937431376 cites W2765995359 @default.
- W2937431376 cites W2802379619 @default.
- W2937431376 cites W2806333774 @default.
- W2937431376 cites W4244934246 @default.
- W2937431376 doi "https://doi.org/10.1109/ecace.2019.8679388" @default.
- W2937431376 hasPublicationYear "2019" @default.
- W2937431376 type Work @default.
- W2937431376 sameAs 2937431376 @default.
- W2937431376 citedByCount "15" @default.
- W2937431376 countsByYear W29374313762020 @default.
- W2937431376 countsByYear W29374313762021 @default.
- W2937431376 countsByYear W29374313762022 @default.
- W2937431376 countsByYear W29374313762023 @default.
- W2937431376 crossrefType "proceedings-article" @default.
- W2937431376 hasAuthorship W2937431376A5026191677 @default.
- W2937431376 hasAuthorship W2937431376A5086217459 @default.
- W2937431376 hasConcept C119857082 @default.
- W2937431376 hasConcept C12267149 @default.
- W2937431376 hasConcept C124101348 @default.
- W2937431376 hasConcept C126322002 @default.
- W2937431376 hasConcept C141404830 @default.
- W2937431376 hasConcept C154945302 @default.
- W2937431376 hasConcept C2776780472 @default.
- W2937431376 hasConcept C2778653478 @default.
- W2937431376 hasConcept C40128228 @default.
- W2937431376 hasConcept C41008148 @default.
- W2937431376 hasConcept C45942800 @default.
- W2937431376 hasConcept C46686674 @default.
- W2937431376 hasConcept C52001869 @default.
- W2937431376 hasConcept C52003472 @default.
- W2937431376 hasConcept C71924100 @default.
- W2937431376 hasConcept C84525736 @default.
- W2937431376 hasConceptScore W2937431376C119857082 @default.
- W2937431376 hasConceptScore W2937431376C12267149 @default.
- W2937431376 hasConceptScore W2937431376C124101348 @default.
- W2937431376 hasConceptScore W2937431376C126322002 @default.
- W2937431376 hasConceptScore W2937431376C141404830 @default.
- W2937431376 hasConceptScore W2937431376C154945302 @default.
- W2937431376 hasConceptScore W2937431376C2776780472 @default.
- W2937431376 hasConceptScore W2937431376C2778653478 @default.
- W2937431376 hasConceptScore W2937431376C40128228 @default.
- W2937431376 hasConceptScore W2937431376C41008148 @default.
- W2937431376 hasConceptScore W2937431376C45942800 @default.
- W2937431376 hasConceptScore W2937431376C46686674 @default.
- W2937431376 hasConceptScore W2937431376C52001869 @default.
- W2937431376 hasConceptScore W2937431376C52003472 @default.
- W2937431376 hasConceptScore W2937431376C71924100 @default.
- W2937431376 hasConceptScore W2937431376C84525736 @default.
- W2937431376 hasLocation W29374313761 @default.
- W2937431376 hasOpenAccess W2937431376 @default.
- W2937431376 hasPrimaryLocation W29374313761 @default.
- W2937431376 hasRelatedWork W2600353413 @default.
- W2937431376 hasRelatedWork W2793442578 @default.
- W2937431376 hasRelatedWork W2904660175 @default.
- W2937431376 hasRelatedWork W2911792412 @default.
- W2937431376 hasRelatedWork W2946774663 @default.
- W2937431376 hasRelatedWork W3102090019 @default.
- W2937431376 hasRelatedWork W4221072066 @default.
- W2937431376 hasRelatedWork W4232572698 @default.
- W2937431376 hasRelatedWork W4233259193 @default.
- W2937431376 hasRelatedWork W4382315444 @default.
- W2937431376 isParatext "false" @default.
- W2937431376 isRetracted "false" @default.
- W2937431376 magId "2937431376" @default.
- W2937431376 workType "article" @default.