ISO-690 (author-date, English)

YANG H, XIA H, LIU S, CHEN S, LI L, LIAO X, FEI L, XIE L, TIAN J und HU X, 2025. A study on time-series prediction and analysis of acidity of Daqu based on multivariate data fusion and KNN-Attention-LSTM-XGBoost modeling. Bioprocess and biosystems engineering. 1 September 2025. Vol. 48, no. 9, p. 1451-1451. DOI 10.1007/s00449-025-03187-5.

Elsevier - Harvard (with titles)

Yang H, Xia H, Liu S, Chen S, Li L, Liao X, Fei L, Xie L, Tian J, Hu X, 2025. A study on time-series prediction and analysis of acidity of Daqu based on multivariate data fusion and KNN-Attention-LSTM-XGBoost modeling. Bioprocess and biosystems engineering 48, 1451-1451. https://doi.org/10.1007/s00449-025-03187-5

American Psychological Association 7th edition

Yang H, Xia H, Liu S, Chen S, Li L, Liao X, Fei L, Xie L, Tian J, & Hu X. (2025). A study on time-series prediction and analysis of acidity of Daqu based on multivariate data fusion and KNN-Attention-LSTM-XGBoost modeling. Bioprocess and Biosystems Engineering, 48(9), 1451-1451. https://doi.org/10.1007/s00449-025-03187-5

Springer - Basic (author-date)

Yang H, Xia H, Liu S, Chen S, Li L, Liao X, Fei L, Xie L, Tian J, Hu X (2025) A study on time-series prediction and analysis of acidity of Daqu based on multivariate data fusion and KNN-Attention-LSTM-XGBoost modeling.. Bioprocess and biosystems engineering 48:1451-1451. https://doi.org/10.1007/s00449-025-03187-5

Juristische Zitierweise (Stüber) (Deutsch)

Yang H/ Xia H/ Liu S/ Chen S/ Li L/ Liao X/ Fei L/ Xie L/ Tian J/ Hu X, A study on time-series prediction and analysis of acidity of Daqu based on multivariate data fusion and KNN-Attention-LSTM-XGBoost modeling., Bioprocess and biosystems engineering 2025, 1451-1451.

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