FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3183116574> ?p ?o ?g. }

• W3183116574 endingPage "12" @default.
• W3183116574 startingPage "1" @default.
• W3183116574 abstract "Evaluating the quality of environments within greenhouses has been an important aspect of greenhouse agriculture. However, the existing greenhouse monitoring systems are generally unable to evaluate the quality of greenhouse environments, and at present, it is evaluated manually, which leads to the failure of timely and effective evaluation. Therefore, how to evaluate the greenhouse environment quality accurately, quickly, and automatically is an urgent issue to be tackled. Inspired by the optimization algorithm, clustering algorithm, and probabilistic neural network (PNN), this article proposes the application of a novel PNN evaluation algorithm to a decentralized greenhouse monitoring system to evaluate the environment quality in real time. First, the original training samples are clustered by an improved K-means clustering algorithm (called K-means- α), and the training samples near the cluster centroids are used as new ones to establish the PNN structure. Then, the particle swarm optimization (PSO) algorithm (whereby the fitness function is defined as the PNN's classification error rate on the test samples) is used to iteratively optimize smoothing factors adopted by different classes of pattern units in the PNN. The optimized PNN is finally obtained (called α-PSO-M-PNN). The experimental results demonstrate that compared with conventional PNN-based algorithms, the optimized PNN algorithm has the advantages of a simpler network structure, higher classification accuracy, and requiring fewer training samples. In addition, it is more suitable for the microprocessor-based monitoring system because its computational and storage requirements are within the limits of the microprocessor." @default.
• W3183116574 created "2021-07-19" @default.
• W3183116574 creator A5035047165 @default.
• W3183116574 creator A5069625462 @default.
• W3183116574 creator A5081656100 @default.
• W3183116574 date "2021-01-01" @default.
• W3183116574 modified "2023-09-30" @default.
• W3183116574 title "Application of a Novel PNN Evaluation Algorithm to a Greenhouse Monitoring System" @default.
• W3183116574 cites W133076644 @default.
• W3183116574 cites W141826324 @default.
• W3183116574 cites W1964168965 @default.
• W3183116574 cites W1989906353 @default.
• W3183116574 cites W1997375683 @default.
• W3183116574 cites W2045478979 @default.
• W3183116574 cites W2068768759 @default.
• W3183116574 cites W2076946881 @default.
• W3183116574 cites W2078483937 @default.
• W3183116574 cites W2081434183 @default.
• W3183116574 cites W2094025768 @default.
• W3183116574 cites W2102317757 @default.
• W3183116574 cites W2102353333 @default.
• W3183116574 cites W2109364787 @default.
• W3183116574 cites W2121169814 @default.
• W3183116574 cites W2138264528 @default.
• W3183116574 cites W2145113795 @default.
• W3183116574 cites W2151441196 @default.
• W3183116574 cites W2166182796 @default.
• W3183116574 cites W2168747298 @default.
• W3183116574 cites W2169046090 @default.
• W3183116574 cites W2172128855 @default.
• W3183116574 cites W2473071387 @default.
• W3183116574 cites W2606744497 @default.
• W3183116574 cites W2790248525 @default.
• W3183116574 cites W2807831372 @default.
• W3183116574 cites W2886949361 @default.
• W3183116574 cites W2906420798 @default.
• W3183116574 cites W2951653259 @default.
• W3183116574 cites W2952541192 @default.
• W3183116574 cites W2970838456 @default.
• W3183116574 cites W2976351825 @default.
• W3183116574 cites W3041843782 @default.
• W3183116574 cites W3147446521 @default.
• W3183116574 cites W4248552061 @default.
• W3183116574 doi "https://doi.org/10.1109/tim.2021.3079558" @default.
• W3183116574 hasPublicationYear "2021" @default.
• W3183116574 type Work @default.
• W3183116574 sameAs 3183116574 @default.
• W3183116574 citedByCount "7" @default.
• W3183116574 countsByYear W31831165742022 @default.
• W3183116574 countsByYear W31831165742023 @default.
• W3183116574 crossrefType "journal-article" @default.
• W3183116574 hasAuthorship W3183116574A5035047165 @default.
• W3183116574 hasAuthorship W3183116574A5069625462 @default.
• W3183116574 hasAuthorship W3183116574A5081656100 @default.
• W3183116574 hasConcept C11413529 @default.
• W3183116574 hasConcept C124101348 @default.
• W3183116574 hasConcept C134342201 @default.
• W3183116574 hasConcept C144027150 @default.
• W3183116574 hasConcept C146599234 @default.
• W3183116574 hasConcept C154945302 @default.
• W3183116574 hasConcept C175202392 @default.
• W3183116574 hasConcept C32198211 @default.
• W3183116574 hasConcept C41008148 @default.
• W3183116574 hasConcept C50644808 @default.
• W3183116574 hasConcept C73555534 @default.
• W3183116574 hasConcept C85617194 @default.
• W3183116574 hasConcept C86803240 @default.
• W3183116574 hasConceptScore W3183116574C11413529 @default.
• W3183116574 hasConceptScore W3183116574C124101348 @default.
• W3183116574 hasConceptScore W3183116574C134342201 @default.
• W3183116574 hasConceptScore W3183116574C144027150 @default.
• W3183116574 hasConceptScore W3183116574C146599234 @default.
• W3183116574 hasConceptScore W3183116574C154945302 @default.
• W3183116574 hasConceptScore W3183116574C175202392 @default.
• W3183116574 hasConceptScore W3183116574C32198211 @default.
• W3183116574 hasConceptScore W3183116574C41008148 @default.
• W3183116574 hasConceptScore W3183116574C50644808 @default.
• W3183116574 hasConceptScore W3183116574C73555534 @default.
• W3183116574 hasConceptScore W3183116574C85617194 @default.
• W3183116574 hasConceptScore W3183116574C86803240 @default.
• W3183116574 hasFunder F4320321001 @default.
• W3183116574 hasLocation W31831165741 @default.
• W3183116574 hasOpenAccess W3183116574 @default.
• W3183116574 hasPrimaryLocation W31831165741 @default.
• W3183116574 hasRelatedWork W2017920586 @default.
• W3183116574 hasRelatedWork W2045437074 @default.
• W3183116574 hasRelatedWork W2067874406 @default.
• W3183116574 hasRelatedWork W2123828258 @default.
• W3183116574 hasRelatedWork W2953024232 @default.
• W3183116574 hasRelatedWork W2970287821 @default.
• W3183116574 hasRelatedWork W3208326136 @default.
• W3183116574 hasRelatedWork W4298875530 @default.
• W3183116574 hasRelatedWork W4301079385 @default.
• W3183116574 hasRelatedWork W2992603957 @default.
• W3183116574 hasVolume "70" @default.
• W3183116574 isParatext "false" @default.
• W3183116574 isRetracted "false" @default.
• W3183116574 magId "3183116574" @default.

• next