React based web-application for stock price forecasting with a novel stacking algorithm by Mittal, Madhav

“…The models are evaluated using three error metrics –Root Mean Square Error (RMSE), Mean Absolute Percentage Error (MAPE) and Mean Absolute Error (MAE). …”
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Prediction of neutralising antibodies for novel coronavirus with machine learning by Kho, Jordon Junyang

“…The best performing models were mean pooling models trained using SMOTE-N with accuracies of up to 82% and F1 scores of up to 84% after hyper-parameter tuning. …”
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Dynamic and regression modeling of ocean variability in the tide-gauge record at seasonal and longer periods by Hill, Emma M., Davis, James L., Ponte, Rui M.

“…Comparison of monthly mean tide-gauge time series to corresponding model time series based on a static inverted barometer (IB) for pressure-driven fluctuations and a ocean general circulation model (OM) reveals that the combined model successfully reproduces seasonal and interannual changes in relative sea level at many stations. …”
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中国成年人文化程度与体格指标的长期变化关系 by Tan, Y, Shen, Z, Yu, C, Guo, Y, Bian, Z, Pei, P, Du, H, Chen, J, Chen, Z, Lyu, J, Li, L

“…From age 25 years to baseline survey (mean age 45.2±6.5), the mean weight change per 5-year was (1.70±2.63) kg for men and (1.27±2.10) kg for women. …”

Cost-utility analysis of molnupiravir plus usual care versus usual care alone as early treatment for community-based adults with COVID-19 and increased risk of adverse outcomes in... by Png, ME, Harris, V, Grabey, J, Hart, ND, Jani, BD, Butler, D, Carson-Stevens, A, Coates, M, Cureton, L, Dobson, M, Dorward, J, Evans, P, Francis, N, Gbinigie, OA, Hayward, G, Holmes, J, Hood, K, Khoo, S, Ahmed, H, Lown, M, McKenna, M, Mort, S, Nguyen-Van-Tam, J, Rahman, N, Richards, DB, Thomas, N, van Hecke, O, Hobbs, FR, Little, P, Yu, L-M, Butler, CC, Petrou, S

“…<p><strong> Results </p></strong>In the base-case analysis, molnupiravir had higher mean costs of £449 (95% confidence interval [CI] = 445 to 453) and higher mean QALYs of 0.0055 (95% CI = 0.0044 to 0.0067) than usual care (mean incremental cost per QALY of £81 190). …”

Association between breakfast consumption pattern with body mass index (bmi) and physical activity among undergraduate students in Universiti Sains Malaysia, Health Campus, Kubang... by Zulkifflee, Iwani Afifah

“…More than half of respondents, 58.6%, spent between RM10 to RM15 on their daily food budget, with a mean of RM14.66 ± 6.03 and received between RM500 to RM1000 for their monthly allowance, with mean of RM553.73 ± 261.78. …”
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Relative deficiency in interferon-γ-secreting CD4+ T cells is strongly associated with poorer COVID-19 vaccination responses in older adults by Ho, Vanda W. T., Boon, Low Heng, Cui, Jianzhou, Juequn, Zhou, Shunmuganathan, Bhuvaneshwari, Gupta, Rashi, Tan, Nikki Y. J., Qian, Xinlei, Purushotorman, Kiren, Fong, Siew-Wai, Renia, Laurent, Ng, Lisa F. P., Angeli, Veronique, Chen, Jinmiao, Kennedy, Brian K., Ong, Catherine W. M., Macary, Paul A.

“…A prospective 3-month study was conducted on 15 young (median age 31 years, interquartile range (IQR) 25-35 years) and 14 older adults (median age 72 years, IQR 70-73 years). …”
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Edible Bird's Nest treatment effects on subchondral bone and articular cartilage changes and synovial fluid proteome profiles in an osteoarthritis rabbit model by Syed Sulaiman, Sharifah Zakiah

“…For histopathological grading of articular cartilage in femur and tibia, surgically induced group showed minimal changes during week 12 with median values of 1 and 2 in femur and tibia, respectively. …”
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Persepsi antara etnik dan impaknya terhadap hubungan etnik dalam kalangan belia Melayu dan Cina di Semenanjung Malaysia by Maula Mokhatar, Harmiza

“…Namun, Malaysia tetap menghadapi halangan-halangan yang telah timbul seperti rusuhan kaum yang pernah tercetus, iaitu peristiwa 13 Mei dan insiden Kampung Medan 2001. Salah satu cabaran pada ketika itu adalah bagaimana untuk mengelakkan identifikasi rakyat Malaysia berdasarkan etnik. …”
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Study on morphology of copper-through silicon vias based on electron backscatter diffraction by Zhuo, Guoping.

“…Grain growth was seen in the ion-milled Cu-TSV specimen where similar orientation maps (as compared to previous studies by Okoro.C) were generated. The median grain diameter value is of more significance in estimating the grain diameter of the specimen. …”
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South African real estate investment trusts prefer Tuesdays by Ajayi, Oluwaseun Damilola, Gavu, Emmanuel Kofi

“…The KW test revealed a statistically significant difference between the median returns across days of the week. Based on the above, profitability is expressed on Tuesdays in South African REITs. …”
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Phenotypic vs. genetic mismatch of BMI and type 2 diabetes: evidence from two perspective cohort studies by Li, A, Gong, S, Yu, C, Pei, P, Yang, L, Millwood, IY, Walters, RG, Chen, Y, Du, H, Yang, X, Hou, W, Chen, J, Chen, Z, Lv, J, Li, L, Sun, D, China Kadoorie Biobank Collaborative Group

“…We calculated adjusted hazard ratios (aHRs) for the association of BMI-PGM and type 2 diabetes using Cox proportional hazard models in each cohort, and combined HRs using random-effects meta-analyses. During a median follow-up of 12 years for both cohorts, BMI-PGM was associated with the risk of type 2 diabetes, with the discordantly low group showing reduced risk and the discordantly high group showing elevated risk compared to the concordant group, independent of BMI and other conventional risk factors. …”

Detecting changes in population trends in infection surveillance using community SARS-CoV-2 prevalence as an exemplar by Pritchard, E, Vihta, K-D, Eyre, DW, Hopkins, S, Peto, TEA, Matthews, PC, Stoesser, N, Studley, R, Rourke, E, Diamond, I, Pouwels, KB, Walker, AS, COVID-19 Infection Survey Team

“…Change-points associated with emergence of major variants were estimated to occur a median 4 days earlier (IQR 0-8) in GAMs versus ISR. …”

Criminality in patients with autoimmune encephalitis: a case series by Michael, S, Varley, J, Williams, R, Bajorek, T, Easton, A, Irani, SR

“…Criminal behaviours began a median of 18 months (range = 15 months–12 years) after encephalitis onset. …”

Spatio temporal traffic pediction for a large-scale road network by Krishnamoorthy, Nardana

“…The performance of the optimal hybrid model was then compared with LSTM and CNN models, which showed that the hybrid model performed better in terms of MAPE (Mean Absolute Percentage Error) and MSE (Mean Squared Error). …”
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FedCBO: reaching group consensus in clustered Federated learning through Consensus-Based Optimization by Carrillo, JA, Trillos, NG, Li, S, Zhu, Y

“…Our model is motivated by rigorous mathematical reasoning, including a mean field analysis describing the large number of particles limit of our particle system, as well as convergence guarantees for the simultaneous global optimization of general non-convex objective functions (corresponding to the loss functions of each cluster of users) in the mean-field regime. …”

Aeration slab study volume 2 by Rahardjo, Harianto, Indrawan, I Gde Budi, Fakhrur, Rozy Harnas

“…Temperatures under the turf cover were relatively stable and always lower as compared to those under the asphalt pavement and aeration slab. The mean temperatures for soil underneath the aerations slab were 32.3"C for both 0.125 m and 0.25 m depths whereas the mean temperatures for soil underneath the asphalt pavement were 36.2"C and 35.7°C for 0.125m and 0.25 m depth, respectively. …”
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State-space-varied moving horizon estimation for real-time PPP in the challenging low-cost antenna and chipset by Liu, Peng, Ling, Keck Voon, Qin, Honglei, Lu, Jun

“…As to the mean accuracy, there is a 9.8% increase, while to the mean precision, the increase, which is relatively larger, is 28.7%. …”
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Food choice motivations and perceptions of healthy eating: a cross-sectional study among consumers in the UAE by Cheikh Ismail, L, Osaili, TM, Obaid, RS, Hashim, M, Ahmed, M, Al-Fayadh, F, Farah, A, Sad, H, Alghanem, H, Mohamad, MN, Saleh, ST, Al Daour, R, Masuadi, E, Stojanovska, L, Ali, HI, Al Dhaheri, AS

“…Hierarchical Cluster Analysis (HCA) and K-means cluster analysis were used to identify and determine the optimal number of clusters. …”

Cognitive impairment at older ages among 8000 men and women living in Mexico City: a cross-sectional analyses of a prospective study by González-Carballo, C, Kuri-Morales, P, Chiquete, E, Rojas-Russell, M, Santacruz-Benitez, R, Ramirez-Reyes, R, Garcilazo-Ávila, A, Berumen, J, Trichia, E, Friedrichs, LG, Orellana, P, Ochoa-Rosales, C, O’Donovan, G, Emberson, JR, Tapia-Conyer, R, Aguilar-Ramirez, D, Alegre-Díaz, J

“…Results: Of the 9,288 participants aged 50–89 years at the 2015–2019 resurvey with complete data, 8,197 reported having at least some years of formal education. Among these (mean age 66 years; 31% men), their mean MMSE score was 26.2 (SD 3.6) points, 1,941 (24%) had cognitive impairment, their mean body-mass index (BMI) was 28.6 (SD 5.5) kg/m2, 3,008 (37%) had hypertension and 2,467 (30%) had diabetes. …”