Dual Model for International Roughness Index Classification and Prediction by Noelia Molinero-Pérez, Laura Montalbán-Domingo, Amalia Sanz-Benlloch, Tatiana García-Segura

“…Furthermore, the validation results (<i>R</i>² = 0.89) confirm that the combination of logistic regression and linear regression enhances the precision of IRI value predictions. …”
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Enhanced Estimation of the Unit Lindley Distribution Parameter via Ranked Set Sampling with Real-Data Application by Sid Ahmed Benchiha, Amer Ibrahim Al-Omari, Ghadah Alomani

“…The findings reveal that RSS-based estimators consistently outperform their SRS counterparts in terms of mean squared error, bias, and efficiency across all estimation techniques considered. …”
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Effect of Ultrasonic Frequency on Thickener Performance by Gongcheng Li, Shulong Liu, Zengsheng Wen, Guolei Liu, Yu Cui, Yajian Shao

“…Results show that the underflow concentration increases as the ultrasonic frequency increases and decreases afterwards. A linear logarithmic function can explain the relationship between underflow concentration and run time at a certain ultrasonic. …”
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Influence of Different Textures on Machining Performance of a Milling Tool by Jianfeng Pan, Kai Feng, Lihua He, Kai Zhuang, Jing Ni, Junjie Lv

“…Hence, in order to promote the machining performances, three textures (linear, wavy, and micropitted) are prepared, respectively, on rake face of milling tools using the laser processing system. …”
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Counting sheep: human experience vs. Yolo algorithm with drone to determine population by Jordan Ninahuanca Carhuas, Luigüi Andre Cerna Grados, Ide Unchupaico Payano, Edgar Garcia-Olarte, Yakelin Mauricio-Ramos, Carlos Quispe Eulogio, Mohamed M. Hadi Mohamed

“… This study assessed the efficiency of traditional human counting methods and the YOLOv7 algorithm in sheep population management at SAIS Pachacutec S.A.C., Peru. …”
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Determination of 17 types of phthalates in drinking water by solid-phase extraction coupled with multiple reaction monitoring of gas chromatography-mass spectrometry by SHI Mengxing, YANG Yan, DU Limin

“…Results: The 17 types of PAEs showed good linear relationships between mass concentration and chromatographic peak areas in the range of 0.02 to 1.0 mg/L, with correlation coefficients all greater than 0.999 1. …”
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Characteristics of Changes in Residential Building Layouts in Public Rental Housing Complexes in New Towns of Korea by Hyojeong Kim, Byungdeok Roh

“…The findings reveal a transition from orthogonal layouts with uniform linear flat-type buildings in the 1990s to mixed and parallel layouts incorporating tower-type buildings in the 2000s, reflecting an increased emphasis on density and aesthetics. …”
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Innovations in European Smart Transportation using Geospatial Information System by P. J. Gandam, U. Kose, M. R. Delavar, M. Iyyanki, J. Blachowski

“…A case study of Greece street roads was considered; the linear regression model was implemented for the datasets. …”
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Parametric study and optimization of energy consumption in batch reverse osmosis for constant permeate flowrate by Abdeljalil Chougradi, Ahmed Abed

“…For a fixed recovery ratio, our work proved linear dependency of specific energy consumption on initial feed salinity. …”
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Alzheimer’s Disease Detection in Various Brain Anatomies Based on Optimized Vision Transformer by Faisal Mehmood, Asif Mehmood, Taeg Keun Whangbo

“…The ViT-based model comprises a linear projection of image patches, positional encoding, a transformer encoder, and a Multi-Layer Perceptron (MLP) head with a Softmax classifier for multiclass AD classification. …”
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Mapping Bus and Stream Travel Time Using Machine Learning Approaches by Gopikrishnan Nair, B. Anil Kumar, Lelitha Vanajaskshi

“…Results show that the proposed methods can efficiently map bus travel times with stream travel times with an average MAPE of 20% and perform better than existing approaches such as linear regression and artificial neural networks.…”
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Gladiolus cut flower postharvest performance to direct breeding efforts by Neil O. Anderson

“…Gladiolus is an important floricultural and nursery crop used for gardening and floral design. The lengthy, linear stems with large, brightly colored flowers make it a long-term favorite of floral designers. …”
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Enhancing navigation control accuracy of guidance line drawing robot by dual antenna GNSS and MEMS IMU by Ziyang Liu, Weigang Pan

“…Abstract At present, there are some problems in the construction of road marking, such as low efficiency and poor precision, so using the guidance line drawing robot is an effective solution. …”
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Train timetable and stopping plan generation based on cross-line passenger flow in high-speed railway network by Yuqiang Wang

“…Sequentially, a mixed-integer linear programing model with headway and coupling constraints is formulated. …”
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Generative AI’s Impact on Customer Satisfaction: A FinTech Perspective by Israfilzade Khalil, Vlasenko Danylo

“…Data were collected via an online questionnaire, with responses from 312 users analysed using simple linear regression to test four hypotheses linking Generative AI to increased customer satisfaction. …”
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Experimental Study for Influence of Surfactants Chemical Microstructures on Wetting Effect about Coal Dust in Tongchuan Mining Area by Youying Ma, Yuying Wang, Qingtao Zhang

“…Because of the unsatisfactory dust suppression efficiency, coal dust still threatens production safety and personnel health. …”
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Approximate power flow solutions‐based forecasting‐aided state estimation for power distribution networks by Zhenyu Wang, Zhao Xu, Donglian Qi, Yunfeng Yan, Jianliang Zhang

“…Furthermore, an approximate branch power flow observation equation is proposed to improve the filtering efficiency. The observation matrix with branch admittance information presents the linear filtering relationship between power flow measurements and forecasted states, omitting the complex iterative updates of the Jacobian matrix for nonlinear measurements. …”
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Creative Techniques on Optical Fiber to Produce Luminescence Electronic Textiles by E. Feli, A. Meftahi

“…On the other hand, the light emitted from the samples exposed to sanding and pulling scatter appeareduniformly due to the fiber transparency and linear processing. The conducted research declaredthe high potential of optical fibers for the production of luminous textiles with unique design capabilities and their high efficiency in the fashion and clothing industry.…”
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Bayesian Inference for Long Memory Stochastic Volatility Models by Pedro Chaim, Márcio Poletti Laurini

“…The logarithmic variance persistence in these models is represented by a Fractional Gaussian Noise process, which we approximate as a linear combination of independent first-order autoregressive processes, lending itself to a Gaussian Markov Random Field representation. …”
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Framework for truck–RPAS hybrid models in last-mile delivery by Armin Mahmoodi, Leila Hashemi, Jeremy Laliberte

“…This study develops a hybrid optimization framework integrating remotely piloted aircraft systems (RPASs) with conventional truck delivery networks to enhance last-mile logistics efficiency. To balance operating cost, service time, regulatory risk, and energy usage, a novel multi-objective mixed-integer linear programming model is developed. …”
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