Financial forecasting using meta-cognitive fuzzy neural networks by Singh Akhand Pratap

“…The setback identified in the project for the above stated problem is the way the prediction variables are calculated and the lack of automated mechanisms to adjust certain thresholds. Some potential ways to address the above issues could be usage of synthetic data through time-series models to train the model till the test date; usage of manual inferences drawn from the indicators to make judgements about the present day; usage of multiple machine learning models and combining the results from all; usage of dynamic feature selection mechanism to make improvements to the prediction; and usage of dynamic thresholds that are dependent on the market conditions. …”
Get full text

Spatial, temporal, and demographic patterns in prevalence of smoking tobacco use and attributable disease burden in 204 countries and territories, 1990–2019: a systematic analysis... by Reitsma, M. B., Kendrick, P. J., Ababneh, E., Abbafati, C., Abbasi-Kangevari, M., Abdoli, A., Abedi, A., Abhilash, E. S., Abila, D. B., Aboyans, V., Abu-Rmeileh, N. M., Adebayo, O. M., Advani, S. M., Aghaali, M., Ahinkorah, B. O., Ahmad, S., Ahmadi, K., Ahmed, H., Aji, B., Akunna, C. J., Al-Aly, Z., Alanzi, T. M., Alhabib, K. F., Ali, L., Alif, S. M., Alipour, V., Aljunid, S. M., Alla, F., Allebeck, P., Alvis-Guzman, N., Amin T. T., Amini, S., Amu, H., Amul, G. G. H., Ancuceanu, R., Anderson, J. A., Ansari-Moghaddam, A., Antonio, C. A. T., Antony, B., Anvari, D., Arabloo, J., Arian, N. D., Arora, M., Asaad, M., Ausloos, M., Awan, A. T., Ayano, G., Aynalem, G. L., Azari, S., B, D.B., Badiye, A. D., Baig, A. A., Bakhshaei, M. H., Banach, M., Banik, P.C., Barker-Collo, S. L., Bärnighausen, T. W., Barqawi, H. J., Basu, S., Bayati, M., Bazargan-Hejazi, S., Behzadifar, M., Bekuma, T. T., Bennett, D. A., Bensenor, I. M., Berfield, K. S. S., Bhagavathula, A. S., Bhardwaj, N., Bhardwaj, P., Bhattacharyya, K., Bibi, S., Bijani, A., Bintoro, B. S., Biondi, A., Birara, S., Braithwaite, D., Brenner, H., Brunoni, A. R., Burkart, K., Butt, Z. A., Caetano dos Santos, F. L., Car, Josip, Cárdenas, R., Carreras, G., Carrero, J. J., Castaldelli-Maia, J. M., Cattaruzza, M. S. S., Chang, J. C., Chen, S., Chu, D. T., Chung, S. C., Cirillo, M., Costa, V. M., Couto, R. A. S., Dadras, O., Dai, X., Damasceno, A. A. M., Damiani, G., Dandona, L.

“…Interpretation: In the absence of intervention, the annual toll of 7·69 million deaths and 200 million disability-adjusted life-years attributable to smoking will increase over the coming decades. …”
Get full text

Tailoring CO2 /CH4 separation properties of mixed-matrix membranes via combined use of two- and three-dimensional metal-organic frameworks by Samarasinghe, S.A.S.C., Chuah, Chong Yang, Yang, Yanqin, Bae, Tae-Hyun

“…Our overall results imply that the separation properties of gas separation membranes can be readily adjusted to meet the requirements of real-world applications by the combined use of two fillers with different geometries.…”
Get full text
Get full text

Amorphous Fe-Ni-P-B-O nanocages as efficient electrocatalysts for oxygen evolution reaction by Ren, Hao, Sun, Xiaoli, Du, Chengfeng, Zhao, Jin, Liu, Daobin, Fang, Wei, Kumar, Sonal, Chua, Rodney, Meng, Shize, Kidkhunthod, Pinit, Song, Li, Li, Shuiqing, Madhavi, Srinivasan, Yan, Qingyu

“…The Fe/Ni ratio of the FNPBO nanocages can be continuously adjusted to optimize the OER catalytic performance. …”
Get full text

Risk assessment model for UAV cost-effective path planning in urban environments by Hu, Xinting, Pang, Bizhao, Dai, Fuqing, Low, Kin Huat

“…Three risk categories (people, vehicles, and manned aircraft) were considered and each risk cost was quantified using collision probability. We adjusted the risk costs in various magnitudes to a same scale and conducted a sensitivity analysis to determine the optimal coefficients of the three risk cost models. …”
Get full text

Empowering student self-regulated learning and science education through ChatGPT: a pioneering pilot study by Ng, Davy Tsz Kit, Tan, Chee Wei, Leung, Jac Ka Lok

“…Students appreciated the personalized recommendations and flexibility of SRLbot, which adjusted responses based on their specific learning and SRL scenarios. …”
Get full text

Impact of molecular linker size on physicochemical properties of assembled gold nanoparticle mono-/multi-layers and their applicability for functional binding of biomolecules by Krikstolaityte, Vida, Hamit-Eminovski, Jildiz, Abariute, Laura, Niaura, Gediminas, Meskys, Rolandas, Arnebrant, Thomas, Lisak, Grzegorz, Ruzgas, Tautgirdas

“…The inter-particle interaction within the assembled AuNP films was adjusted by the ionic strength in the AuNPs dispersions. …”
Get full text

Precious metal price prediction using deep neural networks by Peng, Zhiling

“…Therefore, how to predict the trend of the gold price effectively has been long concerned by researchers from many areas, and such prediction can be really helpful to control the risk of personal investment as well as adjust the national economic strategies in time. Nowadays, the mainstream gold price forecasting methods are machine learning methods, among which many regression models and the deep learning algorithms are widely accepted. …”
Get full text

Best practices for ports and shipping companies to build resilience against pandemics by Tan, Hui En

“…This will allow their employees to require less time to adjust when they have to work-from-home for long periods during subsequent pandemics. …”
Get full text

Sensitive and selective non-enzymatic rGO/ZIF-8 hybrid composite-based electrochemical sensor for uric acid detection: optimisation by response surface methodology by Suratman, Anis Afiqah, Che Zakaria, Aida Zafierah, Abdul Aziz, Siti Fatimah Nur, Alang Ahmad, Shahrul Ainliah

“…Zeolitic imidazolate framework (ZIF) was used in the construction of electrochemical sensing platform because their properties can be adjusted by tuning their topology and porosity, allowing them to be advantageous for achieving sensitive, rapid response, selective, and low-cost operation in sensing applications. …”
Get full text
Get full text

Refining Hardware of Desktop Fiber Extrusion Devices for Affordable Manufacturing and Novel Fiber Prototyping by Glasser, Kaili

“…Additionally, conjoining part tolerances and hardware insert locations and geometries within manufactured parts were verified and adjusted according to manufacturing standards. Multiple jigs were also designed and fabricated to facilitate the assembly process of the gearbox and extrusion sub-assemblies, and two new parts were created to enhance user operation of FrED. …”
Get full text

Accounting for the Effects of Probabilistic Uncertainty During Fast Charging of Lithium-ion Batteries by Kim, Minsu, Schaeffer, Joachim, Berliner, Marc D, Sagnier, Berta Pedret, Findeisen, Rolf, Braatz, Richard D

Get full text

Freezing of impact water droplets on cold moving substrates by Mohamad Taufiq Md Tarmidi

“…The surface temperature can be adjusted accordingly using the thermoelectric cooler (TEC). …”
Get full text

Syntactic discovery of web service by Nguyen, Van Quoc.

“…Along the development process, these parameters are adjusted according to the testing results. Up to this point, the project has proved to give a positive outcome in evaluating syntactic and semantic similarity.…”
Get full text

Enhancing downstream ML performance with unconditional diffusion models for return predictions by Agarwala, Pratham

“…Finally, we evaluate a real life application, by employing a simple trading strategy using the downstream predictions and its back test on the test data showcased significantly better Return on Investment and Sharpe Ratio when augmentation is applied, indicating better risk-adjusted returns.…”
Get full text

Single atom catalysts on MXene for carbon dioxide reduction reaction by Lee, Daryll Shzen

“…These properties can be adjusted through various methods, such as modifying surface termination groups, altering layer thickness, ion intercalation, doping, and etching. …”
Get full text

Research of modeling and optimization approaches for hybrid ejector-based air conditioning cycle by Wang, Hao

“…In practice, these approaches can be adjusted accordingly to balance of performance and efficiency requirements. …”
Get full text

Evaluation of the impact of COVID-19 pandemic on hospital admission related to common infections: Risk prediction models to tackle antimicrobial resistance in primary care by Fahmi, A, Palin, V, Zhong, X, Yang, Y, Watts, S, Ashcroft, DM, Goldacre, B, MacKenna, B, Fisher, L, Massey, J, Mehrkar, A, Bacon, S, the OpenSAFELY Collaborative, Hand, K, van Staa, TP

“…Comparing those prescribed an antibiotic to those without, reduction in risk of hospital admission were largest with LRTI (adjusted hazard ratio (aHR) of 0.35; 95% confidence interval (CI), 0.35–0.36) and UTI (aHR 0.45; 95% CI, 0.44–0.46), compared to URTI (aHR 1.04; 95% CI, 1.03–1.06). …”

Environmental risk factors for self-harm during imprisonment: A pilot prospective cohort study by Stephenson, T, Harris, I, Armstrong, C, Fazel, S, Short, R, Blackwood, N

“…Time spent in areas with a higher number of prisoners per member of prison staff was significantly associated with reduced self-harm behaviour in adjusted models (OR 0.89, CI 0.78–0.99, p = 0.039). …”

Older women's well-being during the COVID-19 pandemic: individual, community, and contextual factors by Banda, A, Hoffman, J, Roos, V

“…Older women in rural areas had lower odds of well-being [Adjusted Odds Ratio (AOR) 0.607, 95% 0455,0.809]. At the individual level, the well-being of older women during COVID-19 was associated with age (AOR O.362, 95% CI: 0.190,0.689) and being in paid work (AOR 0.737, 95% CI: 0.552,0.984). …”