OPTIMIZATION OF FATIGUE LIFE OF TRANSMISSION SHAFT BASED ON RESPONSE SURFACE METHOD by LIU LongJie, ZHAO LiHui, SHI ChengMiao, ZHENG SongLin, WENG Shuo, LIU XiangZhen, DAI Lei

“…The fatigue life of the transmission shaft is increased by five times, and the reliability is higher. Finally, the fatigue test is carried out on the scaled down sample. …”
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V-BAG: A virtual bandwidth aggregation scheme for Internet of Things data by Yongsu Gwak, Young Yong Kim, Ronny Yongho Kim

“…The estimator provides an accurate delay and bandwidth estimation of heterogeneous wireless links using network layer information. Finally, the ACK buffer substantially boosts the performance of the scheduler and estimator with a simple ACK buffering scheme. …”
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Passenger Satisfaction Analysis of an Urban Subway Based on Travel Behaviour Characteristics by Fuquan PAN, Shuai CHENG, Lixia ZHANG, Xiaoxia YANG, Jinshun YANG

“…The results show that there is no significant correlation among the satisfaction of subway passengers, the main means of transportation and the availability of private cars; the frequency of taking the subway is related to the satisfaction of subway passengers; and the purpose of travelling and the reasons for choosing the subway are significantly related to the satisfaction of subway passengers. Finally, based on the analysis of the differences in satisfaction under different conditions, some suggestions were proposed to improve the satisfaction of subway passengers.…”
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Search-Free Angle, Range, and Velocity Estimation for Monostatic FDA-MIMO by Zihang Ding, Junwei Xie, Jiaang Ge

“…We compare the PARAFAC decomposition algorithm with the estimation of signal parameters via the rotational invariance techniques (ESPRIT) algorithm, and our method owns a superior performance. Finally, the proposed method is verified by simulations and has the ability to achieve greater estimation accuracy than existing algorithms.…”
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Machine Learning with Variable Sampling Rate for Traffic Prediction in 6G MEC IoT by Rongqun Peng, Xiuhua Fu, Tian Ding

“…Then, we propose a VSR-LSTM algorithm for real-time prediction of network traffic. Finally, compared with the traditional traffic prediction algorithm based on fixed sampling rate (FSR-LSTM), we simulate the prediction accuracy of the VSR-LSTM algorithm based on the variable sampling rate proposed. …”
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Rare skin adverse reactions induced by osimertinib: a case report and literature review by Ye Zhang, Mingzhu Ling, Min Wang, Ye Chen, Liting Zhang

“…Osimertinib is a third-generation epidermal growth factor receptor tyrosine kinase inhibitor (EGFR-TKI) used in the treatment of EGFR mutation-positive advanced non-small cell lung cancer. …”
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Robust Estimation Fusion in Wireless Senor Networks with Outliers and Correlated Noises by Yan Zhou, Dongli Wang, Tingrui Pei, Shujuan Tian

“…The explicit solution to both fusion estimate and corresponding covariance is given. Finally, to demonstrate robustness of the proposed coR 2 KF and the effectiveness of IEAF strategy, a simulation example of tracking a target moving on noisy circular trajectories is included.…”
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The Effect of Business Intelligence on Firm Performance Considering the Mediating Role of Knowledge Sharing, Organizational Innovation and Competitive Advantage by Hossein Norouzi, Soheila Khoddami, Zahra Abidi

“…The findings also show that knowledge sharing impacts competitive advantage, and finally, competitive advantage impacts firm performance.Originality/Value: The study showed that business intelligence in the organization and small and medium entrepreneurs will increase performance, competitive advantage, and knowledge sharing. …”
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RESEARCH ON FATIGUE PROPERTIES OF 7075-T651 ALUMINUM ALLOY CONSIDERING THE EFFECT OF MEAN STRESS by 俞俊, 王宇, 李海芳, 翁硕, 何小田, 赵礼辉谢春莉, 王伟利, 朱佳佳

“…At the same time, using the scanning electron microscopy (SEM) to observe the fatigue fracture morphology, it is found that under the same peak stress, the sector area of the crack initiation and propagation zone increases with the inerease of the average stress. Finally, based on the fatigue test results of 7075-T651 aluminum alloy, an improved prediction model considering <italic>S</italic>-<italic>N</italic>-<italic>R</italic> is proposed in this paper. …”
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Rolling Bearing Degradation State Identification Based on LPP Optimized by GA by He Yu, Hong-ru Li, Zai-ke Tian, Wei-guo Wang

“…And then, locally preserving projection (LPP) is utilized to reduce dimension of original fusion feature set and genetic algorithm is applied to optimize the process of feature fusion. Finally, fuzzy recognition of rolling bearing degradation state is carried out by GG clustering and the principle of maximum membership degree and excellent performance of the proposed method is validated by comparing the recognition accuracy of LPP and GA-LPP.…”
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Protection of Privacy and Personal Information: A Comparative Study between Iranian Law and Canadian Law by mohammadhossein taghipour darzi naghibi, Seyedeh Tahere Moosavi Khatir, Mehdi Taleghan Ghafari

“…In This research has studied the relevant sources and collected information by descriptive-analytical method After examining the concept of privacy, the protection of privacy and personal information in Canadian and Iranian law will be examined in detail, and finally it will be stated that a comprehensive and unified law is required in Iranian law. …”
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Measuring Attitudes toward Open Adoption: Spanish Validation of the Open Adoption Scale by Ana Berástegui, Jesús Oliver, Susana Corral, Carles Perez-Testor, Irene Calvo, Judith Lorente-De-Sanz, Mireia Sanz, Scott D. Ryan

“…Furthermore, an exploratory factor analysis and a confirmatory factor analysis supported construct validity. Finally, the strong relationships observed between the scale and four myths about the absence of benefits of open adoption supported convergent validity. …”
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Consensus-Based Resilience Assurance for System of Systems by Huanjun Zhang, Yutaka Matsubara

“…Within the framework, the resilient team can discuss the specific implementation details of failure response, accountability, and change accommodation based on stakeholder consensus. Finally, two SoS case studies, Microgrid and Mobility as a Service, are used to demonstrate the application of the proposed approach.…”
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A Pilot Study on Structural Responses of Normal Concrete-UHPC Composite Bridge Decks w/wo Rebars through an Experimental-Numerical Approach by Siqi Yuan, Zhao Liu, Teng Tong, Chung C. Fu

“…Moreover, analytical solutions for predicting a composite deck’s flexural and shear strengths are tentatively derived. Finally, 3D finite element (FE) models are developed within ATENA framework, capable of embracing the NC-UHPC interface’s behaviors. …”
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Experimental Investigation of the Size Effect of the Mode I Static Fracture Toughness of Limestone by Sheng Zhang, Longfei Wang, Mingzhong Gao

“…The Bažant scale equation was obtained using the International Union of Laboratories and Experts in Construction Materials, Systems, and Structures (RILEM) method. Finally, the Bažant equation was used to analyze the fracture toughness of an NSCB specimen with a radius of 75 mm, and the degree of variation was predicted. …”
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Design of Compliant Constant-force Mechanism based on Additional Spring Double-slider Four-bar Mechanism by Zhang Kai, Han Yingge, Li Baokun, Zhang Jie

“…A design method of compliant gripper based on pseudo rigid body model is presented.A compliant clamping mechanism with constant force characteristics is constructed based on the additional spring double-slide four-bar mechanism.The mechanism position analysis model is established and the kinematic statics equation is constructed by using the principle of virtual work.The influence of spring stiffness on the output characteristics of the mechanism is analyzed，and a compliant clamping mechanism design method with constant force characteristics is obtained.Based on the pseudo rigid body model，the additional spring is replaced by a flexible module to obtain a new type of compliant constant force mechanism.The feasibility of establishing compliant constant force mechanism is verified by finite element analysis software.Finally，a new type of compliant constant force gripper with a symmetrical structure is constructed.The design method of the compliant constant force gripper can also be applied to the non-linear stiffness characteristic compliant mechanism design included other types of additional spring mechanisms.…”
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Intersezione tra intelligenza artificiale generativa e educazione: un’ipotesi by Giancarlo Fortino, Fabrizio Mangione, Francesco Pupo

“…By addressing technological challenges and ethical concerns, and embracing human-centered approaches, educators and computer science experts can leverage GenAI to create innovative and inclusive learning environments. Finally, the study also highlights the importance of socio-emotional learning and personalization in the evolutionary process that will revolutionize the future of education.…”
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Adaptive Sliding Mode Control of Mobile Manipulators with Markovian Switching Joints by Liang Ding, Haibo Gao, Kerui Xia, Zhen Liu, Jianguo Tao, Yiqun Liu

“…It has been shown that the adaptive control problem for the Markovian jump nonlinear systems is solvable if a set of coupled linear matrix inequalities (LMIs) have solutions. Finally, a numerical example is given to show the potential of the proposed techniques.…”
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Prediction of individual patient outcomes to psychotherapy vs medication for major depression by Devon LoParo, Boadie W. Dunlop, Charles B. Nemeroff, Helen S. Mayberg, W. Edward Craighead

“…Further, we used these variables to simulate treatment recommendation and found that patients who received their recommended treatment had significantly improved depression severity and remission likelihood. Finally, the prediction algorithms and treatment recommendation tool were externally validated in an independent sample. …”
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Phosphorylation-dependent WRN-RPA interaction promotes recovery of stalled forks at secondary DNA structure by Alessandro Noto, Pasquale Valenzisi, Flavia Di Feo, Federica Fratini, Tomasz Kulikowicz, Joshua A. Sommers, Benedetta Perdichizzi, Maurizio Semproni, Valentina Palermo, Marco Crescenzi, Robert M. Brosh Jr, Annapaola Franchitto, Pietro Pichierri

“…We identify several conserved phosphorylation sites in the acidic domain of WRN targeted by Casein Kinase 2. These phosphorylation sites are crucial for WRN-RPA interaction. …”
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