Supervised Wavelet Method to Predict Patient Survival from Gene Expression Data by Maryam Farhadian, Paulo J. G. Lisboa, Abbas Moghimbeigi, Jalal Poorolajal, Hossein Mahjub

“…This naturally calls for the use of a dimension reduction procedure together with the survival prediction model. …”
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The effects of electronic cigarette use patterns on health-related symptom burden and quality of life: analysis of US prospective longitudinal cohort study data by Yue Cao, Xuxi Zhang, Ian M. Fearon, Jiaxuan Li, Xi Chen, Yuming Xiong, Fangzhen Zheng, Jianqiang Zhang, Xinying Sun, Xiaona Liu

“…This should be taken into account when assessing the harm reduction potential of ECs.…”
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Mine microseismic signal denoising method and application based on Adaboost_LSTM prediction by Xueyi SHANG, Yong CHEN, Jie CHEN, Linlin CHEN, Yuanyuan PU

“…Furthermore, the signal prediction and noise reduction effects of the Adaboost_LSTM model surpass those of the LSTM model. …”
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Optimization design of an acoustic cover layer for a cylindrical cavity based on porous materials by Bohan ZHANG, Jili RONG, Xiuyan CHENG

“…The simulation results showed that placing the porous materials closer to the sound source yielded better noise reduction results. However, increasing the coverage rate of the porous material did not lead to proportional improvements in noise reduction or vibration damping. …”
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Quasi – biological model of radiogenic cancer morbidity by A. T. Gubin, V. I. Red’ko, V, A, Sakovich

“…The methods: Linear differential equations were used to formalize contemporary assumptions of self –sustaining tissue cell kinetics under the impact of adverse factors, on the formation and repairing of cell “pre-cancer” defects, on inheritance and retaining such defects in daughter cells which results in malignant neoplasms, on age-dependent impairment of human body’s function to eliminate such cells.The results: The model reproduces the well-known regularities of radiogenic cancer morbidity increase depending on instantaneous radiation exposure age and on attained age: the relative reduction at increased radiation age which the model attributes to age decrease of stem cells, relative reduction at increased time after radiation induced by “sorting out” of cells with “pre-cancer” defects, absolute increase with age proportional to natural cause mortality rate.The relevance of the developed quasi-biological model is displayed via comparison to the ICRP model for radiogenic increase of solid carcinomas’ morbidity after single radiation exposure. …”
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Application of Image Recognition Method Based on Diffusion Equation in Film and Television Production by Liyuan Guo

“…In order to further improve the application performance of P-M (Perona-Malik) anisotropic diffusion model, an improved P-M anisotropic diffusion model is proposed in this paper, and its application in image ultrasonic image noise reduction is discussed. …”
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Dynamic Force Identification for Beamlike Structures Using an Improved Dynamic Stiffness Method by S.L. Chen, M. Géradin

“…Because the technique partly bypasses the processes of modal parameter extraction, global matrix inversion, and model reduction, it can eliminate many of the approximations and errors that may be introduced during these processes. …”
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Research on short-term precipitation forecasting method based on CEEMDAN-GRU algorithm by Hua Xu, Zongkai Guo, Yu Cao, Xu Cheng, Qiong Zhang, Dan Chen

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Enhanced predictive modeling framework for multi-objective global optimization of passenger car rear seat using hybrid approximation models by Xuan Zhou, Renjie Zou, Xigui Xie, Yaoqing Liao

“…The advantages of HAM-MSAM in capturing the highly nonlinear response under seat crash conditions were validated through comparison with hybrid model construction methods reported in existing literature. …”
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Research on Carbon Emissions from the Steel Industry Based on Individual Sequence Method by Xu Junlong, Chen Qi, Ge Zhisong, Chen Yuyang

“…Compared with the method of overall carbon emission accounting, this method is more conducive to the formulation of effective energy-saving and emission reduction countermeasures for government departments because of the identification of key emission processes.…”
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Frequency-Based Finite Element Updating Method for Physics-Based Digital Twin by Youngjae Jeon, Geomji Choi, Kwanghyun Ahn, Kang-Heon Lee, Seongmin Chang

“…We further enhance the computational efficiency using the model reduction technique. To validate the method’s accuracy and efficiency, we compare the analysis results and computation time using a numerical example of the control rod drive mechanism. …”
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Grape Target Detection Method in Orchard Environment Based on Improved YOLOv7 by Fuchun Sun, Qiurong Lv, Yuechao Bian, Renwei He, Dong Lv, Leina Gao, Haorong Wu, Xiaoxiao Li

“…The experimental results indicate that, compared to the original YOLOv7 model, the YOLOv7-MCSF model achieves a 26.9% reduction in weight, an increase in frame rate of 21.57 f/s, and improvements in precision, recall, and mAP of 2.4%, 1.8%, and 3.5%, respectively. …”
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Bounding the Practical Error of Path Loss Models by Caleb Phillips, Douglas Sicker, Dirk Grunwald

“…Models that can be tuned with measurements and explicit data fitting approaches enable a reduction in RMSE to 8-9 dB. …”
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An Integration Method for Supplier Selection: A Practical Study in the Indonesian Concrete Company by Agus Ristono

“…The first stage in the proposed model is determining the criteria using the Fuzzy Delphi Method (FDM). …”
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Evaluating the three-level approach of the U-smile method for imbalanced binary classification. by Barbara Więckowska, Katarzyna B Kubiak, Przemysław Guzik

“…We previously developed the U-smile method, which comprises the U-smile plot and the BA, RB and I coefficients, to assess the usefulness of a new variable added to a reference prediction model and validated it under class balance. …”
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Model of shear test for tearing strength of concrete by Yu. V. Krasnoshchekov

“…The purpose of this study is to develop a physical model of concrete deterioration to determine the calculated strength by the shear test.Materials and methods. …”
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The dynamics of exchange traded funds: a geometrical and topological approach by Lucas Carvalho, Tanya Araújo

“…An outstanding separation of the two main classes of securities over the MST is uncovered. The dimensional reduction as well as the uncovered pattern in the topological structure, they both emerge from the data itself rather than from any modelling resolution.…”
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The implementation of take-home naloxone: Lessons learned from a 3-year take-home naloxone project in Germany by Simon Fleißner, Larissa Steimle, Dirk Schäffer, Bernd Werse, Daniel Deimel, Maria Kuban, Heino Stöver

“…Results 864 staff members from approximately 373 organizations (mainly harm reduction services) participated in 74 train-the-trainer courses. …”
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Development of Asthma Mouse Model By Dermal Sensitization by Isameldin Abdalla, Amir A. Bashir

“…Extensive research has been done on the prevalence and triggering factors of asthma, however, no experimental research using animal models has been done. Thus, this study aims to develop asthma phenotype in mice with TDI sensitization. …”
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Distantly Supervised Relation Extraction Method Based on Multi-Level Hierarchical Attention by Zhaoxin Xuan, Hejing Zhao, Xin Li, Ziqi Chen

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