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8101
Multi-level uncertain fatigue analysis of a truss under incomplete available information
Published 2023-10-01“…The present paper deals with the prediction of the fatigue life of a planar tubular truss, when geometrical parameters, material properties, and live loads are non-deterministic. …”
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8102
Green approaches to heavy metal removal from wastewater: Microalgae solutions in a circular economy framework
Published 2025-06-01“…Machine learning techniques are also employed to analyze the acquired data and develop a model for the prediction of cell growth based on cultivation parameters, which will be validated in real case studies.…”
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8103
Exploring Drug Targets in Isoprenoid Biosynthetic Pathway for Plasmodium falciparum
Published 2014-01-01“…Emergence of rapid drug resistance to existing antimalarial drugs in Plasmodium falciparum has created the need for prediction of novel targets as well as leads derived from original molecules with improved activity against a validated drug target. …”
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8104
Forecasting Stock Market Indices Using Integration of Encoder, Decoder, and Attention Mechanism
Published 2025-01-01“…The integration of encoder and decoder architectures, coupled with an attention mechanism, has emerged as a powerful approach to enhance prediction accuracy. This paper presents a novel framework that leverages these components to capture complex temporal dependencies and patterns within stock price data. …”
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8105
Determination of optimal conditions for pressure oxidative leaching of Sarcheshmeh Molybdenite concentrate using Taguchi method
Published 2012-01-01“…The optimum conditions for pressure leaching of molybdenite were obtained through using Signal to Noise analysis and modified by using Minitab software prediction tool. Furthermore, the optimum condition for an economical pressure leaching of rhenium sulfide (ReS2) was achieved with the same process. …”
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8106
Performance Evaluation of Laboratory Management System Based on BP Neural Network
Published 2022-01-01“…It has been widely used in the field of numerical prediction and pattern recognition. Based on the exploration of neural network, this paper combines BP neural network with performance evaluation and applies BP neural network to the performance evaluation of university laboratories. …”
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8107
Architecture Design and Key Technologies Analysis of LEO Satellite Mega-Constellations
Published 2024-06-01“…The large number of network elements in the mega-constellations pose a severe challenge to the existing network architecture and technical system.Based on the concept and characteristics of constellation architecture, combined with the development of domestic and foreign satellite constellations and technology prediction, a multi-layer and multi-domain hybrid intelligent cooperative network architecture was proposed, which consist of four layers (perception plane, data plane, control plane, intelligent management plane) and three layers (resource layer, transport layer, service layer) , the architecture of constellation network management and control, technology reference model and protocol architecture were designed.At the same time, accorded to the construction and development trend of constellation, this paper expounded and analyzed the evolution trend of the key technologies, such as constellation network addressing and routing, network robust agile guarantee, differentiated service bearing, end-to-end reliable transmission, etc.The research results could support the development and construction of LEO giant constellation network in our country.…”
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8108
An Improved Nonhomogeneous Grey Model with Fractional-Order Accumulation and Its Application
Published 2021-01-01“…The nonhomogeneous grey model has been seen as an effective method for forecasting time series with approximate nonhomogeneous index law, which has been widely used in diverse disciplines on account of its high prediction precision. However, there remains room for improvements. …”
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8109
A Progressive Combined Variable Selection Method for Near-Infrared Spectral Analysis Based on Three-Step Hybrid Strategy
Published 2022-01-01“…Results for oil content in corn data showed that the three-step hybrid variable selection method selected 1% variables of full spectrum, calibration determination coefficient, and prediction determination coefficient reached 0.998 and 0.993 where the explained variance was increased by 27.30%. …”
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8110
Calculation and Experimental Verification of the Residual Stress of Tooth Surface in Spur Gear Form Grinding
Published 2020-05-01“…The residual stress state of grinding gear has great influence on its performance, the accurate prediction and calculation of residual stress of tooth surface after grinding is the important content of gear anti - fatigue manufacture. …”
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8111
Utilizing Statistical Tests for Comparing Machine Learning Algorithms
Published 2021-07-01“…The model that performs the best based on your performance measure becomes the last model, which can be utilized to make predictions on new data. With classification and regression prediction models it can be conducted by utilizing traditional machine learning and deep learning methods. …”
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8112
Multiple-Mixing-Cell Model for Calculation of Minimum Miscibility Pressure Controlled by Tie-Line Length
Published 2020-01-01“…This algorithm is to track all tie-line lengths through the cell-cell calculation by the minimum distance function for the prediction of MMP. The MMP is the pressure at which any one of all key tie-line lengths becomes zero. …”
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8113
A hybrid unsupervised machine learning model with spectral clustering and semi-supervised support vector machine for credit risk assessment.
Published 2025-01-01“…Furthermore, a multi-view combined unsupervised method is designed to thoroughly mine data and enhance the robustness of label predictions. This method mitigates discrepancies in prediction outcomes from three distinct perspectives. …”
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8114
Numerical and Experimental Study of Impulsive Sound Attenuation of an Earmuff
Published 2002-01-01“…The results show that a simple 2-D finite element model is capable of making a reasonable prediction of the attenuation of an earmuff provided that headband force is also included in the model.…”
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8115
Development of an Equivalent Force Method and an Application in Simulating the Radiated Noise from an Operating Diesel Engine
Published 1999-01-01“…The new developments presented in this paper are associated with: the equivalent force method that can prescribe the acceleration at certain parts of the structure; the integration within a single process of test data that define the excitation, with the vibration analysis, and the acoustic prediction; the utilization of the new technology in simulating the noise radiated from a running engine and determining the effects of design changes. …”
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8116
Waypoint Position Optimization for Accurate Ground-Based Arrival Time Control of Aircraft
Published 2018-01-01“…It is generally recognized that the arrival time accuracy depends on the accuracy of trajectory prediction and control and the availability of information about the aircraft intent. …”
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8117
Data Gathering in Opportunistic Wireless Sensor Networks
Published 2012-11-01“…In this paper, we propose an efficient data gathering algorithm based on location prediction in opportunistic wireless sensor networks. …”
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8118
Numerical Investigation of Vertical Plunging Jet Using a Hybrid Multifluid–VOF Multiphase CFD Solver
Published 2015-01-01“…In particular, a population balance approach is employed and detailed calibration of the underlying models with experimental data is required to enable quantitative prediction of bubble size and distribution to capture the transition between segregated and dispersed flow types with greater fidelity.…”
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8119
Radiomics in rectal cancer: current status of use and advances in research
Published 2025-01-01“…The review covers TNM staging of tumors, assessment of neoadjuvant therapy outcomes, and survival prediction. We also discuss the challenges and prospects for future developments in translational medicine, particularly the need for data standardization, consistent feature extraction methodologies, and rigorous model validation.…”
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8120
Purpose-oriented review of public health surveillance systems: use of surveillance systems and recent advances
Published 2024-04-01“…The framework for review of surveillance systems divides the systems into distribution or monitoring or prediction oriented. While there can be other categorisation based on data sources and data types used, the framework for review in this paper provides a cohesive system which can engulf such categories. …”
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