A Classification Method of Music Style Based on Text Mining and Neural Network by Jianfeng Zhang, Jin Wang

“…In terms of the confusion of music style ambiguous relationships caused by artificial classification and the problem that some songs cannot be classified into the proper style，the emotion of songs based on their lyrics to classify their belongings was analyzed.BP neural network was used to establish a music style forecast model and then a reasonable proof of the theory and derivation was made.This experiment use MATLAB as a modeling tool and determine the training parameters according to its characteristics，and then extract 10% from dataset to test.This approach shows that theoretical results and data simulation results agree well with the accuracy rate reached about 80%.…”
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Peculiarities of laser cladding with feeding of the filler tape by A. P. Yelistratov

“…Semiconductor laser has some features that make it an efficient tool for surface treatment of metals, in particular for surface strengthening. …”
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Eugene Garfield and Web of Science system of citation and indexing by E. V. Melnikova

“…It shows the system importance as a possible tool of scientometric analysis.…”
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Design of SPWM Controller for Power Assembly Test by LIU Min, LU Shenwen, ZHOU Yongcheng, CHEN Zhengwen, PAN Huan, PENG Peng

“…As for the disadvantages of FPGA, such as difficulties of resource utilization control and long compiling time, the application of Quartus software resource analysis tool is performed to determine the chip resources, and the key parameters are open on the PC terminal to solve these problems. …”
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Wiener Index of Intuitionistic Fuzzy Graphs with an Application to Transport Network Flow by Tulat Naeem, Muhammad Kamran Jamil, Khawaja Muhammad Fahd, Abdu alAmeri

“…The Wiener index WI is one of the connectivity parameters used to know the biochemical and physicochemical properties of compounds depending upon their molecular structures. …”
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SPECIFIC IMPACT OF CORPORATE CULTURE ON ORGANIZATION STRUCTURE by Anatoly V. Kolesnikov

“…The author widened the tool aspect of interaction between corporate culture and J. …”
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Explainable AI Highlights the Most Relevant Gait Features for Neurodegenerative Disease Classification by Gianmarco Tiddia, Francesca Mainas, Alessandra Retico, Piernicola Oliva

“…Gait analysis is a valuable tool for aiding in the diagnosis of neurological diseases, providing objective measurements of human gait kinematics and kinetics. …”
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Optimal Design of Gain-Flattened Raman Fiber Amplifiers Using a Hybrid Approach Combining Randomized Neural Networks and Differential Evolution Algorithm by Jing Chen, Hao Jiang

“…From a novel perspective, we utilize ELM as a powerful learning tool to construct the nonlinear mapping between the pump parameters and gains of RFA. …”
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Impact study of landscape renewal design on neighborhood microclimate based on a structural analysis framework considering global warming scenarios by Xiaohe Xu, Lan Wang, Lulu Liu, Shanshan Wu, Shanshan Wang

“…Results indicate that adjusting the ratio, pattern, and parameters of the landscape can significantly improve the neighborhood microclimate. …”
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Automatic and Versatile Test Bench for Data Collection on Battery Cells by Esteban Marsal, Nicolás Martínez, Alfredo Pérez Vega-Leal, Federico Barrero, Mohamad Hamdan, Manuel G. Satué

“…The system is conceived as a practical tool capable of automatically collecting the required data for analysis, thus enabling the determination of the performance parameters of a battery cell. …”
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Predictive Analysis of Mechanical Properties in Cu-Ti Alloys: A Comprehensive Machine Learning Approach by Mihail Kolev

“…A machine learning-based approach is presented for predicting the mechanical properties of Cu-Ti alloys utilizing a dataset of various features, including compositional elements and processing parameters. The features encompass chemical composition elements such as Cu, Al, Ce, Cr, Fe, Mg, Ti, and Zr, as well as various thermo-mechanical processing parameters. …”
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Map-level baryonification: Efficient modelling of higher-order correlations in the weak lensing and thermal Sunyaev-Zeldovich fields by Dhayaa Anbajagane, Shivam Pandey, Chihway Chang

“…Semi-analytic methods can generate baryon-corrected fields from N-body simulations ("baryonification") and are rapidly becoming a ubiquitous tool in modeling structure formation on non-linear scales. …”
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A machine learning driven computationally efficient horse shoe shaped antenna design for internet of medical things. by Umhara Rasool Khan, Javaid A Sheikh, Aqib Junaid, Shazia Ashraf, Altaf A Balkhi

“…The HSPA designed resonates at 2.45 GHz in the frequency band of 1.75-2.98 GHz with SAR of 1.89 W/kg for an input power of 16.98 dBm, peak gain of 1.91 dBi and radiation efficiency of 62.07% when mounted on the human body. 1080 samples of data comprising of three EM parameters have been generated using a conventional EM tool by varying the physical and electrical parameters of the design. …”
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Nonlinear Viscoelastic-Plastic Creep Model of Rock Based on Fractional Calculus by Erjian Wei, Bin Hu, Jing Li, Kai Cui, Zhen Zhang, Aneng Cui, Liyao Ma

“…By using a user-defined function fitting tool of the Origin software and the Levenberg–Marquardt optimization algorithm, the creep test data are fitted and compared. …”
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Modelling glucose dynamics during moderate exercise in individuals with type 1 diabetes. by Haneen Alkhateeb, Anas El Fathi, Milad Ghanbari, Ahmad Haidar

“…This work offers an important tool to develop strategies for exercise management with the artificial pancreas.…”
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Estimation of seasonal changes in the frequency characteristics of wind speed and direction in coastal Dagestan, Russia by D. N. Kobzarenko, A. M. Kamilova, B. D. Pashtaev

“…As a mathematical research tool, a continuous wavelet transform with a complex Morlet wavelet function was used.Results. …”
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The pdepe solver for analysing the flow of MHD Cu–H2O nanofluid across an oscillating vertical plate by G. Jithender Reddy, V. Ganesh Kumar, M. Anil Kumar

“…The pdepe solver in MATLAB is a straightforward and convenient tool for simulating and visualizing models, It is an alternative method for solving IBVP of parabolic & hyperbolic.…”
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The Master-Curve Band considering Measurement and Modeling Uncertainty for Bituminous Materials by Quan Liu, Jiantao Wu, Pengfei Zhou, Markus Oeser

“…The width of MCB was a useful tool to identify the sensitivity of bitumen to rheological models. …”
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Studying Transition Behavior of Neutron Point Kinetics Equations Using the Lyapunov Exponent Method by M. Seidi, R. Khodabakhsh, S. Behnia

“…The neutron density is one of the most important dynamical parameters in a reactor. It is directly related to the control and stability of the reactor power. …”
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A Hybrid MCDM-Grey Wolf Optimizer Approach for Multi-Objective Parametric Optimization of μ-EDM Process by Partha Protim Das

“…Feed rate, capacitance, and voltage were selected as the machining control parameters, while material removal rate, surface roughness, and tool wear ratio were selected as the responses. …”
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