Modeling the Public Transport Networks: A Study of Their Efficiency by Mary Luz Mouronte-López

“…We have found that this process may be appropriately explained by a generalized linear model (GLM) using local, global, and quasilocal similarity indexes as explanatory variables. …”
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Financial reporting quality, ownership structure and investment efficiency by Yosephine Yuniasara, Khomsiyah

“…Descriptive statistics and multiple linear regression are applied, with firm size and leverage as controls. …”
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Combining energy efficiency and quantum advantage in cyclic machines by Waner Hou, Wanchao Yao, Xingyu Zhao, Kamran Rehan, Yi Li, Yue Li, Eric Lutz, Yiheng Lin, Jiangfeng Du

“…Abstract Energy efficiency and quantum advantage are two important features of quantum devices. …”
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Classification of Diabetic Retinopathy Based on Efficient Computational Modeling by Jiao Xue, Jianyu Wu, Yingxu Bian, Shiyan Zhang, Qinsheng Du

“…This is a generalized visual skeleton model designed to reduce computational complexity to linear while retaining the advantageous features of ViTs. …”
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Resource Efficient and Robust RSMA for Visible Light Communications by Jianfei Hu, Chen Sun, Jiaheng Wang, Xiqi Gao, Liang Xia, Qixing Wang

“…Spectral efficiency (SE) and energy efficiency (EE) are two main metrics for the transmit design in Visible Light Communications (VLC). …”
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Design optimization and generating characteristics of a linear arc PM vernier machine for wave energy conversion system by Urooj Jadoon, Faisal Khan, Salar Ahmad Khalil, Hatim Alwadie, Adoalateef Alzhrani

“…These advancements highlight the potential of enhanced linear arc PM vernier machines for wave energy conversion systems. …”
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Sustainable 4D Printable Biobased Shape Memory Polymers with Linear Tunability and Multistimuli Actuation for Advanced Applications by Maksims Jurinovs, Madara Veseta, Alisa Sabalina, Pedro E. S. Silva, Artis Linarts, Hossein Baniasadi, Jaana Vapaavuori, Sergejs Gaidukovs

“…Herein, a novel, fully bioderived, 4D printable shape memory polymer with linear tunability and remotely controlled actuation capabilities is presented. …”
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The Effect of the Outbreak of Covid-19 on the Conservative Efficiency of Companies by AliAkbar Farzinfar, Mohammad Taghi Kabiri, Yassaman Khalili, Elham Darajati

“…Therefore, the present researchers investigated the reduction of efficiency and its relationship with conservatism, which is called conservative efficiency (which means how this principle is used in financial reporting to provide accurate and reliable information to the users of financial statements). …”
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Effect of Urea on Drug Extraction Efficiency in Reverse Iontophoresis by Rie Yamauchi, Shuji Ohno, Yasuko Obata

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Impact of non-linear radiation on magneto - Casson fluid suspended hybrid nanomaterials in sodium alginate: Smarter textiles by P. Sreenivasulu, T. Poornima, Basma Souayeh

“…In the presence of Ag and TiO2 nanoparticles, the non-linear radiation parameter becomes essential for managing their intricate impact on heat transfer within the fabric. …”
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Assessing the impact of artificial intelligence on project efficiency enhancement by Assel Kozhakhmetova, Almas Mamyrbayev, Aknur Zhidebekkyzy, Svitlana Bilan

“…The research used variance and linear regression analyses to evaluate the relationship between AI adoption and project efficiency level measured by the Likert scale from 1 to 5 and test the associated hypotheses. …”
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Enhancing building energy efficiency with thermal mass optimization by Yichen Han, Zhengyu He, Shuangdui Wu, Yuqiu Liu, Yingkai Lian, Chaohong Wang, Jiajia Feng, Zhengnan Zhou

“…Subsequently, key factors influencing these variations were pinpointed using stepwise linear regression, informing optimization strategies developed through simulations. …”
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Performance Enhancement of Dual-Input Frequency-Periodic Load Modulated Power Amplifier at 1–5.7-GHz Bandwidth With Co-Designed Biasing Network by Takuma Torii, Yuji Komatsuzaki, Shintaro Shinjo, Ryo Ishikawa

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A highly neutralizing human monoclonal antibody targeting a novel linear epitope on staphylococcal enterotoxin B by Hongyin Fan, Liqun Zhao, Weiwei Wang, Feng Yu, Haiming Jing, Yun Yang, Xiaoli Zhang, Zhuo Zhao, Qiang Gou, Weijun Zhang, Quanming Zou, Jinyong Zhang, Hao Zeng

“…X-ray crystallography studies revealed that Hm0487 exhibits high affinity for a linear B cell epitope in SEB (SEB138–147), which is located distantly from the site involved in the formation of the MHC-SEB-TCR ternary complex. …”
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Exploration of linear and interpretable models for quantification of cell parameters via contactless short-wave infrared hyperspectral sensing by Anjana Hevaganinge, Eva Lowenstein, Anna Filatova, Mihir Modak, Nandi Thales Mogo, Bryana Rowley, Jenny Yarmowsky, Joshua Ehizibolo, Ravidu Hevaganinge, Amy Musser, Abbey Kim, Anthony Neri, Jessica Conway, Yiding Yuan, Maurizio Cattaneo, Sui Seng Tee, Yang Tao

“…This high repetition allows for effective denoising of each spectrum, so interpretable linear models can quantify metabolites. To illustrate, an interpretable linear model called L-SLR is trained using small datasets obtained with a SWIR HSI camera to quantify fructose, viable cell density (VCD), glucose, and lactate. …”
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COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data by Qiong Wu, Jenna M. Reps, Lu Li, Bingyu Zhang, Yiwen Lu, Jiayi Tong, Dazheng Zhang, Thomas Lumley, Milou T. Brand, Mui Van Zandt, Thomas Falconer, Xing He, Yu Huang, Haoyang Li, Chao Yan, Guojun Tang, Andrew E. Williams, Fei Wang, Jiang Bian, Bradley Malin, George Hripcsak, Martijn J. Schuemie, Yun Lu, Steve Drew, Jiayu Zhou, David A. Asch, Yong Chen

“…We introduce the Collaborative One-shot Lossless Algorithm for Generalized Linear Models (COLA-GLM), a novel federated learning algorithm that supports diverse outcome types via generalized linear models and achieves results identical to a pooled patient-level data analysis (lossless) with only a single round of aggregated data exchange (one-shot). …”
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Selection for Low-Nitrogen Tolerance Using Multi-Trait Genotype Ideotype Distance Index (MGIDI) in Poplar Varieties by Jinhong Niu, Dongxu Jia, Zhenyuan Zhou, Mingrong Cao, Chenggong Liu, Qinjun Huang, Jinhua Li

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On Comparison Study between Double Sumudu and Elzaki Linear Transforms Method for Solving Fractional Partial Differential Equations by Hasan Shather Kadhem, Sameer Qasim Hasan

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Stable Variable Fixation for Accelerated Unit Commitment via Graph Neural Network and Linear Programming Hybrid Learning by Linfeng Yang, Peilun Li, Shifei Chen, Haiyan Zheng

“…Given the complexity of solving MIPs, efficiently solving large-scale UCPs remains a significant challenge. …”
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Certainty of Linear Interrelation of Technical and Economic Parameters of Power Units of 300 МWt Thermal Power Stations by E. M. Farhadzadeh, A. Z. Muradaliyev, T. K. Rafiyeva, A. A. Rustamova

“…Its solution will simultaneously demonstrate difficulties in comparing the efficiency of aging power units. It is noted that the known and practically used method for assessing the reliability of the linear regression equation, based on the construction of a “confidence corridor” or “uncertainty band”, does not allow one to answer the main question, viz. whether the relationship of the considered technical and economic indicators corresponds to a linear one. …”
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