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posted on 2023-02-24, 18:49 authored by Ningyan ChenThe result of predicting the trend of real estate index and stock based on the CNN algorithm compared with the actual value (a. China Real Estate Index (399241); b. Poly Development (600048); c. Gemdale Group (600383); d. Nanshan Holdings (002314).
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xlink "> todayreal estate indexreal estate financeprovide experimental referencegrained convolution operationchina 8217convolutional neural networkartificial neural networkneural network optimizationlstm algorithm optimizedlstm algorithm basedstock trend basedlstm optimization algorithmaccurate prediction effectalgorithm basedbayesian networklstm algorithmstock trendvisual recognitionvisual identificationvanishing gradientunique fineterm memorystatistical methodsocial economysignificant advantagessignificance advantageresults revealrapid growthproblems relatedprediction analysisprediction accuracyperformance verificationlong shortinternet technologyeffectively solveclassification problemschanging trendbrought great55 %,