FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4310974414> ?p ?o ?g. }

• W4310974414 endingPage "271" @default.
• W4310974414 startingPage "264" @default.
• W4310974414 abstract "Domestic waste is prone to produce a variety of volatile organic compounds (VOCs), which often has unpleasant odors. A key process in treating odor gases is predicting the production of odors from domestic waste. In this study, four factors of domestic waste (weight, wet composition, temperature, and fermentation time) were adopted to be the prediction indicators in the prediction for domestic waste odor gases. Machine learning models (Random Forest, XGBoost, LightGBM) were established using the odor intensity values of 512 odor gases from domestic waste. Based on these data, the regression prediction with supervised machine learning was achieved, in which three different algorithmic models were evaluated for prediction performance. A Random Forest model with a R2 value of 0.8958 demonstrated the most accurate prediction of the production of domestic waste odor gas based on our data. Furthermore, the prediction results in the Random Forest model were further discussed based on the microbial fermentation of domestic waste. In addition to enhancing our knowledge of the production of odor from domestic waste, we also explore the application of machine learning to odor pollution in our study." @default.
• W4310974414 created "2022-12-21" @default.
• W4310974414 creator A5000984081 @default.
• W4310974414 creator A5004787330 @default.
• W4310974414 creator A5038796924 @default.
• W4310974414 creator A5047918738 @default.
• W4310974414 creator A5058144230 @default.
• W4310974414 creator A5063260663 @default.
• W4310974414 creator A5075076469 @default.
• W4310974414 creator A5081117163 @default.
• W4310974414 creator A5084646467 @default.
• W4310974414 date "2023-02-01" @default.
• W4310974414 modified "2023-09-30" @default.
• W4310974414 title "Prediction for odor gas generation from domestic waste based on machine learning" @default.
• W4310974414 cites W1464472341 @default.
• W4310974414 cites W1901616594 @default.
• W4310974414 cites W1992009311 @default.
• W4310974414 cites W2016206917 @default.
• W4310974414 cites W2068347551 @default.
• W4310974414 cites W2089461460 @default.
• W4310974414 cites W2089648445 @default.
• W4310974414 cites W2099463734 @default.
• W4310974414 cites W2123064249 @default.
• W4310974414 cites W2152355451 @default.
• W4310974414 cites W2164328382 @default.
• W4310974414 cites W2176368666 @default.
• W4310974414 cites W2532024444 @default.
• W4310974414 cites W2553604471 @default.
• W4310974414 cites W2586821431 @default.
• W4310974414 cites W2605253636 @default.
• W4310974414 cites W2618548133 @default.
• W4310974414 cites W2789822765 @default.
• W4310974414 cites W2891855785 @default.
• W4310974414 cites W2929110666 @default.
• W4310974414 cites W3022680479 @default.
• W4310974414 cites W3023943971 @default.
• W4310974414 cites W3085890295 @default.
• W4310974414 cites W3085992613 @default.
• W4310974414 cites W3086812776 @default.
• W4310974414 cites W3107846473 @default.
• W4310974414 cites W3114994086 @default.
• W4310974414 cites W3118454954 @default.
• W4310974414 cites W3120764231 @default.
• W4310974414 cites W3121715254 @default.
• W4310974414 cites W3128580531 @default.
• W4310974414 cites W3128659999 @default.
• W4310974414 cites W3139019272 @default.
• W4310974414 cites W3196191492 @default.
• W4310974414 cites W4220655672 @default.
• W4310974414 cites W4221076616 @default.
• W4310974414 doi "https://doi.org/10.1016/j.wasman.2022.12.006" @default.
• W4310974414 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36508910" @default.
• W4310974414 hasPublicationYear "2023" @default.
• W4310974414 type Work @default.
• W4310974414 citedByCount "3" @default.
• W4310974414 countsByYear W43109744142023 @default.
• W4310974414 crossrefType "journal-article" @default.
• W4310974414 hasAuthorship W4310974414A5000984081 @default.
• W4310974414 hasAuthorship W4310974414A5004787330 @default.
• W4310974414 hasAuthorship W4310974414A5038796924 @default.
• W4310974414 hasAuthorship W4310974414A5047918738 @default.
• W4310974414 hasAuthorship W4310974414A5058144230 @default.
• W4310974414 hasAuthorship W4310974414A5063260663 @default.
• W4310974414 hasAuthorship W4310974414A5075076469 @default.
• W4310974414 hasAuthorship W4310974414A5081117163 @default.
• W4310974414 hasAuthorship W4310974414A5084646467 @default.
• W4310974414 hasConcept C119857082 @default.
• W4310974414 hasConcept C127413603 @default.
• W4310974414 hasConcept C139719470 @default.
• W4310974414 hasConcept C162324750 @default.
• W4310974414 hasConcept C169258074 @default.
• W4310974414 hasConcept C178790620 @default.
• W4310974414 hasConcept C185592680 @default.
• W4310974414 hasConcept C2778348673 @default.
• W4310974414 hasConcept C2778916471 @default.
• W4310974414 hasConcept C39432304 @default.
• W4310974414 hasConcept C41008148 @default.
• W4310974414 hasConcept C45804977 @default.
• W4310974414 hasConcept C548081761 @default.
• W4310974414 hasConceptScore W4310974414C119857082 @default.
• W4310974414 hasConceptScore W4310974414C127413603 @default.
• W4310974414 hasConceptScore W4310974414C139719470 @default.
• W4310974414 hasConceptScore W4310974414C162324750 @default.
• W4310974414 hasConceptScore W4310974414C169258074 @default.
• W4310974414 hasConceptScore W4310974414C178790620 @default.
• W4310974414 hasConceptScore W4310974414C185592680 @default.
• W4310974414 hasConceptScore W4310974414C2778348673 @default.
• W4310974414 hasConceptScore W4310974414C2778916471 @default.
• W4310974414 hasConceptScore W4310974414C39432304 @default.
• W4310974414 hasConceptScore W4310974414C41008148 @default.
• W4310974414 hasConceptScore W4310974414C45804977 @default.
• W4310974414 hasConceptScore W4310974414C548081761 @default.
• W4310974414 hasFunder F4320321135 @default.
• W4310974414 hasFunder F4320335777 @default.
• W4310974414 hasLocation W43109744141 @default.
• W4310974414 hasLocation W43109744142 @default.
• W4310974414 hasOpenAccess W4310974414 @default.
• W4310974414 hasPrimaryLocation W43109744141 @default.

• next