BLS-QLSTM: a novel hybrid quantum neural network for stock index forecasting by Liyun Su, Dan Li, Dongyang Qiu

“…To overcome these problems, we propose a novel hybrid quantum neural network model, BLS-QLSTM, which combines broad learning system (BLS) and quantum long short-term memory (QLSTM) network for chaotic time series prediction. Initially, the Cao method and mutual information approach are employed to determine the embedding dimensions and time delays, facilitating the reconstruction of the phase space of the original time series. …”
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Análisis de crecimiento y determinación del contenido de fibra de la vaina de cuatro genotipos de habichuela by Sánchez J. C., López Y., Tofiño*** A. P., Alba Jhon V

“…This result confirms the validity of the classical method of fiber determination and harvest season of pods in field conditions. …”
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Psychological Distress among Internal Displaced Persons in Baghdad City by Hassan A. Hussein, Qahtan Q. Mohammed, Kareem R. Sajit

“…On other hand, data were analyzed by descriptive statistical and deductive analysis method, which included redundancy, frequency, percentage, mean and the coefficient correlation of Pearson and chi square. …”
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PHUBBING BEHAVIOR AND SATISFACTION OF ROMANTIC RELATIONSHIPS IN EARLY ADULT DATING: A CORRELATIONAL STUDY by Kirey Febriani Ajooba, Krismi Diah Ambarwati

“…Determination of the sample using the incidental sampling method involved as many as 107 early adult respondents aged 18-40 years and currently undergoing a dating relationship for at least six months in all regions of Indonesia. …”
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Improvement of Technologies for Isolation and Purification of Biologically Active Substances from Plant Raw Materials by G. N. Turmanidze, V. V. Sorokin, K. S. Stepanov, M. A. Ignatenko

“…A technology for the isolation and purification of hesperidin was developed, and the parameters of the processes were determined and optimized.Conclusion. As a result of the study, it was shown that it is possible to intensify the processes of extraction and dissolution of active substances by selecting mixing devices using the method of computational fluid dynamics. …”
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INFLUENCE OF FEEDING NORMALIZED TRACE ELEMENTS IN MINERAL AND ORGANIC FORM ON GROWTH, DEVELOPMENT AND METABOLISM OF YOUNG CATTLE by Ye. Yu. Zalyubovskaya

“…Based on the obtained data on the amount of nutrients consumed and excreted with feces, the digestibility coefficients of crude protein, crude fat, nitrogen-free extracts and crude fiber – animal feeding nutrients used at the farm – were determined. …”
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Singular Value Decomposition and Ligand Binding Analysis by André Luiz Galo, Márcio Francisco Colombo

“…Here, we present a spectral data analysis method using SVD (SVD analysis) and nonlinear fitting to determine the binding characteristics of intercalating drugs to DNA. …”
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Potential of NT-proBNP and sST2 rapid tests in patients with acute myocardial infarction by V. V. Ryabov, E. V. Kruchinkina, E. V. Vyshlov, A. M. Gusakova, A. V. Darya, O. O. Panteleev, Na. Y. Margolis, T. E. Suslova

“…Aim. To compare two methods for the determination of N-terminal pro-brain natriuretic peptide (NT-proBNP) and soluble ST2 (sST2): rapid immunochemical methods and standard enzyme immunoassay (ELISA), as well as to determine the possibility of rapid tests for determining these biomarkers in acute myocardial infarction (AMI).Material and methods. …”
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Research on data completion and generation of downhole drilling tool attitude based on Long Short-Term Memory neural networks by Qiwei Liu, Fanmin Kong, Xiaolong Chen, Kang Li

“…Experimental results show that the LSTM model achieves superior performance, with a coefficient of determination (R2) exceeding 0.95 and significantly lower mean squared errors compared to Fully Connected Neural Networks (R2 = 0.88) and other regression-based methods. …”
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Fast estimation of patient‐specific organ doses from abdomen and head CT examinations without segmenting internal organs using machine learning models by Wencheng Shao, Liangyong Qu, Xin Lin, Ying Huang, Weihai Zhuo, Haikuan Liu

“…The accuracy of the models was evaluated using the mean absolute percentage error (MAPE) and coefficient of determination (R2). Results The results showed a high precision in dose prediction for various organs, including the brain (MAPE: 1.5%, R2: 0.9), eyes (MAPE: 5%, R2: 0.84), lens (MAPE: 5%, R2: 0.82), bowel (MAPE: 6%, R2: 0.84), kidneys (MAPE: 7.5%, R2: 0.7), and liver (MAPE: 8%, R2: 0.67). …”
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Influence of Different Strength Training Protocol on Breaststroke Performance in Competitive Swimmers by Nimrot Manalu, Syarifah Fathynah SS, Ivan Reano Panjaitan, Alifian Dwi Putra Situmorang, Deo Rivaldi, Muhammad Farhan Tumanggor

“…This study aims to evaluate the effects of different strength training protocols on breaststroke performance in competitive swimmers, focusing on physiological adaptations, biomechanical efficiency, and performance outcomes. Materials and methods. …”
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MILK CRISIS IN ROMANIA REFLECTED BY FOOD BALANCE, 2014-2021 by Agatha POPESCU, Toma Adrian DINU, Elena STOIAN, Valentin ŞERBAN

“…The aim of this study is to analyze milk resources availabilities and utilizations in their dynamics in the period 2014-2021 pointing out the state of production, import, export and availabilities for human consumption in order to assess in what measure food security and efficiency in milk trade are assured. The data provided by National Institute of Statistics were processed using fixed basis index, regression equations, determination coefficient, graphically illustration and comparison method. …”
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RESE-CNN: Residual Squeeze-and-Excitation Network for High-Contrast Optical Tomography Reconstruction by Zhu Yingkuang, Pan Zhenhua, Li Huajun, Chen Jianyang, Sheng Yihao

“…Optical tomography, a critical component of process tomography, is an important tool for determining the absorption coefficient of cross-sectional media, with significant applications in multi-phase flow analysis, chemical processing, and combustion studies. …”
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Diagnosis of a Severe Dust Storm Event over Iraq by Sama K. Al-Dabbagh

“…Applying statistical evaluations for CAMS data against observed data, including correlation coefficients, coefficient of determination, and error metrics (MBE and MAE). …”
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Contour Error Control for a Hybrid Robot Equipped with Grating Sensors by Xianlei Shan, Tianyu Zou, Haitao Liu, Yu Deng, Juliang Xiao

“…Accounting for the inherent pose coupling characteristics of hybrid robots, a novel contour error modeling method is proposed that employs six-dimensional exponential coordinates for error description and incorporates an efficient search algorithm for foot point determination. …”
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Energy Input-Output Analysis in Rose Oil Agriculture in Isparta Province by Fikret Demir, Osman Gökdoğan

“…In 15 plants, energy balance sheets were also determinated by observation and measurement methods in 2009 and 2010. …”
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Design and Trajectory Optimization of Traffic Cone Recovery Manipulator based on Groove Cam Joint by Yushan Li, Hairong Guo, Xiangyuan Hu, Lü Antao

“…Then, according to the optimized motion trajectory, the theoretical contour of the grooved cam is solved by analytical method, and then the actual contour of the grooved cam is obtained. …”
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AUV-Based Plume Tracking: A Simulation Study by Awantha Jayasiri, Raymond G. Gosine, George K. I. Mann, Peter McGuire

“…This paper presents a simulation study of an autonomous underwater vehicle (AUV) navigation system operating in a GPS-denied environment. The AUV navigation method makes use of underwater transponder positioning and requires only one transponder. …”
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Chip loading on electroplated diamond wheels in trimming process for CFRPs and effects by in-process laser dressing by Keiji YAMADA, Tochi NAGANO, Kenta KUBO, Ryutaro TANAKA, Katsuhiko SEKIYA

“…In addition, an in-process laser dressing is proposed as a solution to suppress and the chip loading and to enable highly efficient machining of CFRPs. Influences of laser irradiating parameters are investigated and the feasibility of proposed method is examined.…”
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Structure, morphology, thermal and conductivity properties of gel electrolyte system based on polyvinyl chloride and LiClO4 by V. V. Klepko, V. I. Slisenko, K. M. Sukhyy, S. D. Nesin, V. L. Kovalenko, Y. O. Serhiienko, I. V. Sukha

“…The coefficients of self-diffusion of atoms and molecules are determined and a possible variant of the mechanism of charge transport in this system is proposed.…”
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