## What is/are Comprehensive Comparison?

Comprehensive Comparison - The performance of extreme learning machine is thoroughly investigated in two typical operation conditions through a comprehensive comparison based on various training data.^{[1]}In this study, we performed a comprehensive comparison of LMMs that integrate the G × E modeling methods to detect both QTL and QTL-by-environment (Q × E) interaction effects.

^{[2]}There is a growing body of scholarly literature concerning individual digital business models in tourism, yet papers with comprehensive comparison of digital business models in tourism are scarce.

^{[3]}Moreover, it presents a comprehensive comparison of this technology with conventional procedures, thus strengthening its importance in treatment regimens for reconstructing bone defects.

^{[4]}Then, the shear strength of jointed rock was evaluated via Barton's model, and therefore, a comprehensive comparison between the calculating results and experimental results was executed.

^{[5]}In the experimental evaluation, a comprehensive comparison has been made among DynaMo, Louvain (static) and 5 other dynamic algorithms.

^{[6]}BackgroundDisability-adjusted life years (DALYs) combine the impact of morbidity and mortality, allowing for comprehensive comparisons of the population health impact of diseases, injuries, and risk factors.

^{[7]}This study revealed the microbial compositions in children with bacterial meningitis who were treated with antibiotics and made a comprehensive comparison between blood and CSF specimens for risk and prognosis assessment.

^{[8]}We follow this analysis with a more comprehensive comparison of American and Canadian NMPS education and offer a brief historical overview of the latter.

^{[9]}Moreover, a comprehensive comparison of the existing results is provided in terms of some standard metrics including the graph connectivity, system observability, optimality, time scale and so on.

^{[10]}We conduct a comprehensive comparison on four large-scale datasets (SQuAD-open, NewsQA, SQuAD 2.

^{[11]}There is lacking a comprehensive comparison between different machine learning and deep learning approaches on this task under different datasets collected from different ways.

^{[12]}Furthermore, the review provides a comprehensive comparison of catalyst activities with respect to the individual groups depending on their composition as well as to the most used cations and cation-based materials.

^{[13]}Here, we provide a comprehensive comparison of all available theoretical approaches to the problem of exchange coupling in two antiferromagnetically coupled bis-μ-hydroxo Cu(II) dimers.

^{[14]}Comprehensive comparisons between the proposed scheme and several conventional schemes are shown.

^{[15]}Through a comprehensive comparison to RNA sequencing (RNA-seq) and amplicon-based deep sequencing, we show that MultiEditR is accurate, precise, and reliable for detecting endogenous and programmable RNA editing.

^{[16]}Furthermore, performance of the proposed approach is thoroughly evaluated and analyzed through a comprehensive comparison with several advanced MhAs under various operation conditions.

^{[17]}Experimental results on three widely-used hyperspectral image (HSI) datasets and comprehensive comparisons with existing methods demonstrate that our proposed method can be used effectively in hyperspectral image classification.

^{[18]}A comprehensive comparison between the Newtonian and non-Newtonian cases is presented.

^{[19]}Based on the types and calculation methods of watershed water ecological service value, on the basis of comprehensive comparison of the applicable scope and reliability of calculation results of various calculation methods, combined with the landscape characteristics of the study area, the ecological value assessment method of watershed forest system was given.

^{[20]}In this paper, the performance of the proposed converter, in terms of voltage stress, voltage gain, and efficiency, has been analyzed, and a comprehensive comparison between the presented topology and other similar topologies presented.

^{[21]}Additionally, to verify the effect of the NSCHMW method, taking the Haihe River Basin (HRB) as an example, the spatiotemporal patterns of Terrestrial Water Storage Anomalies (TWSA) in HRB are analyzed through a comprehensive comparison of decadal trends (2003–2014) from GRACE and different hydrological models (Noah from GLDAS-2.

^{[22]}A comprehensive comparison is performed between a selection of classic and advanced forecasting models with the proposed quantile forecasting model.

^{[23]}First, a comprehensive comparison of the general data between the death and the survival group was performed.

^{[24]}Therefore, in this work, a comprehensive comparison between CNM and EPMC is provided through two illustrative systems and one engineering application.

^{[25]}In this article, the proposed converter is analyzed in the steady-state operation of continuous and discontinuous conduction modes, and comprehensive comparisons are performed to evaluate its capabilities.

^{[26]}In addition, a broad perspective of emergent Deep Learning robust techniques to track motion and estimate scene structure for real-world applications is the focus of a deeper analysis and comprehensive comparison.

^{[27]}current angle, efficiency map, risk of demagnetization, and comprehensive comparison to the baseline design will also be presented.

^{[28]}We also made a comprehensive comparison with all the results obtained from the methods among different models.

^{[29]}Future research should consider the external costs along with the external benefits to allow for a comprehensive comparison between environmental values in environmental cost-benefit analysis.

^{[30]}Simulation results and comprehensive comparisons on a prototype USV demonstrate remarkable effectiveness and superiority.

^{[31]}In particular, the comprehensive comparison of different degradation methods is covered to provide the best choice for dealing with different polymers wastes.

^{[32]}In this work, comprehensive comparison was made between the well-studied pool boiling and the newly-achieved thin film boiling.

^{[33]}Their structures were elucidated on the basis of NMR spectroscopic data and by comprehensive comparison with those previously reported in the literature.

^{[34]}Although current reconstruction techniques use either a multinomial likelihood or a chi-square approach to describe the expected harvest numbers for each combination of age-class and year, a comprehensive comparison of these two approaches has yet to be undertaken.

^{[35]}A comprehensive comparison between 17 selected literature mechanisms was then performed.

^{[36]}We also conducted a comprehensive comparison between Alexa Fluor and AF dyes by continuous‐wave absorption and emission spectroscopy, quantum yield determination, fluorescence lifetime and anisotropy spectroscopy of free and protein‐attached dyes.

^{[37]}Comprehensive comparisons verify the privileges of EPFLA over both parameter-based schemes and existing parameter-free schemes.

^{[38]}Therefore, an extensive set of numerical test results is also provided to present an insightful and a comprehensive comparison of the reviewed algorithms.

^{[39]}Short-term load forecasting results in different periods and comprehensive comparisons with the performance of different models show that the proposed model can provide accurate load forecasting results rather quickly.

^{[40]}Objective: In this study, we aimed to make a comprehensive comparison of the first hundred robot-assisted radical prostatectomy (RARP) and open retropubic radical prostatectomy (RRP) cases of a single surgeon in a high-volume center.

^{[41]}Finally, comprehensive comparisons are conducted to demonstrate the effectiveness of proposed method.

^{[42]}Moreover, by comprehensive comparisons of stability and accuracy among the stabilized semi-implicit scheme, the convex splitting scheme, and the fully implicit scheme, we conclude that the performance of the stabilized semi-implicit scheme is the best, and the convex splitting scheme performs better than the fully implicit scheme.

^{[43]}This study provides a comprehensive comparison of the surface reflectance and derived normalized difference vegetation index (NDVI) differences between the first two generations of Planetscope sensors, known as Planetscope-0 and Planetscope-1.

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## multi objective optimization

The comprehensive comparison with other classic multi-objective optimization algorithms shows the proposed algorithm is very efficient for the MDHFSP.^{[1]}We also provide a comprehensive comparison of the detection performance with respect to different multi-objective optimization algorithms.

^{[2]}After obtaining the optimal solution for each item, the best one is selected through a comprehensive comparison by considering energy, economic, and environmental criteria which are taken into account as the objective of the conducted multi-objective optimization.

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## My Comprehensive Comparison

Our comprehensive comparisons suggest EEG-based DMN as a useful vehicle for understanding altered brain networks of major psychiatric disorders.^{[1]}Our comprehensive comparison with various state-of-the-art methods reveals the importance of benchmarking the deep learning methods for automated real-time polyp identification and delineations that can potentially transform current clinical practices and minimise miss-detection rates.

^{[2]}Our comprehensive comparisons and recommendations can serve as a guide for choosing appropriate methodologies in future studies of resting‐state MEG.

^{[3]}Our comprehensive comparison of the three scores identified that none of the nephrometry scores proved to be inferior to others nephrometry scores.

^{[4]}Our comprehensive comparison of these chemistries should assist researchers wishing to improve their sequencing workflow for STECs and other genomic risk assessments.

^{[5]}Our comprehensive comparison of alternative measures of WUE shows the importance of stomatal control of fluxes in this highly variable rainfall climate and demonstrates the ability of these different measures to quantify this effect.

^{[6]}CONCLUSIONS Our comprehensive comparison of 11 RTases in low RNA input conditions identified 2 best-performing enzymes.

^{[7]}

## First Comprehensive Comparison

In this letter, we provide the first comprehensive comparison between replay in the mammalian brain and replay in artificial neural networks.^{[1]}This is the first comprehensive comparison of DE miRNA–mRNA pairs in YN15 and YN144 infection in vitro, which could provide novel strategies for the prevention and control of PED.

^{[2]}Here, we report the first comprehensive comparison of five different assay systems: Enzyme-Linked Immunosorbent Assay (ELISA), Chemiluminescence Immunoassay (CLIA), Electro-Chemiluminescence Immunoassay (ECLIA), and a new Particle-Enhanced Turbidimetric Immunoassay (PETIA) for SARS-CoV-2.

^{[3]}To demonstrate the capabilities of the DLPS, we also summarize the main results obtained from a series of experiments that we have conducted with it, giving a first comprehensive comparison of essential scalability properties of several commonly used enterprise blockchains.

^{[4]}We present the first comprehensive comparison of TRACULA to the more conventional, multi-region-of-interest approach to automated tractography, and the first demonstration of training TRACULA on high-quality, Connectom data to benefit studies that use more modest acquisition protocols.

^{[5]}Here, the problem of determining a good radar signal with the objective of minimizing autocorrelation sidelobes is addressed, and the first comprehensive comparison of a range of signals proposed in the literature is conducted.

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## By Comprehensive Comparison

By comprehensive comparison, Shuxuetong Injection, Honghua Injection and Shenkang Injection combined with Western medicine had good clinical effect on the effective rate, serum creatinine reduction and urea nitrogen reduction in patients with chronic renal insufficiency.^{[1]}By comprehensive comparison, the purl structure was identified as the preferred structure for the heating glove for RP patients, owing to superior electro-thermal behavior.

^{[2]}By comprehensive comparisons, “MT” shows an advantage in introducing structural imperfection, making full use of surface absorption and capacitive contribution, while “HD” is good at expanding interlayer, facilitating the diffusion/intercalation of K+.

^{[3]}By comprehensive comparison, the energy released by the detonation of this propellant is larger, and the HMX or Al particles contained in this propellant are more than the reference propellant, with a TNT equivalent of 1.

^{[4]}By comprehensive comparison, the final model of lasso method in this study was more effective.

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## Through Comprehensive Comparison

Through comprehensive comparison of expression and methylation levels between AD and normal samples, as well as different stages of AD samples, SORL1 was identified as the most plausible gene for AD incidence and progression.^{[1]}Through comprehensive comparisons, several findings are obtained as follows: (i) the NNE is testified a superior surrogate model for sensitivity analysis to a single artificial neural network; (ii) robustness and accuracy of an NNE in sensitivity analysis are demonstrated; (iii) the properties of these parameter sensitivity analysis methods are fully clarified with distinguished merits and limitations; (iv) mechanism of local- and global- sensitivity analysis methods is revealed; and (v) the strategy for sensitivity analysis of correlated descriptive variables are elaborated to address the impact of correlation among random variables in engineering systems.

^{[2]}Through comprehensive comparison of the population convergence times, model accuracies, Pareto optimality sets, model complexities and running speeds of the strategies, it is concluded that the model based on NSGA-II search has the best performance.

^{[3]}Through comprehensive comparison of siRNA and miRNA, we focus on (1) the common features and lessons learnt from the success of siRNAs; (2) the unique characteristics of miRNA that potentially offer additional therapeutic advantages and opportunities; (3) key areas of ongoing research that will contribute to clinical application of miRNA mimics.

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## After Comprehensive Comparison

Results After comprehensive comparison, the results showed that RF models are optimal models to analyze and predict DTIs affinity with coefficients of determination (R 2 ) are all greater than 0.^{[1]}After comprehensive comparison of the four compounds, HPB-I was selected for protein detection.

^{[2]}After comprehensive comparison and analysis, the optimal prediction method is obtained, which provides a new idea for wind power prediction.

^{[3]}

## Provide Comprehensive Comparison

In this review we provide comprehensive comparisons between fungal pathogenesis in mammals and G.^{[1]}This paper attempts to provide comprehensive comparisons, including the advantages and disadvantages of different data-driven algorithms applied to FinTech.

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## Perform Comprehensive Comparison

Using the unique density of observations around the Greenland sector at high latitudes, we perform comprehensive comparisons of high latitude observations with the MERRA-2 ozone dataset during the six major SSWs.^{[1]}We perform comprehensive comparisons to study the impact of cross-domain and in-domain transfer, with various initialization strategies, using six publicly available visual inspection datasets.

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## comprehensive comparison study

A comprehensive comparison study on the 2 hardening laws was accordingly carried out in terms of the stress–strain responses and texture evolutions.^{[1]}A comprehensive comparison study with respect to recently published single source based SCMLI structures shows that the proposed structure needs a lower device count for producing the corresponding output voltage levels.

^{[2]}Not least, this study outlines the need for comprehensive comparison studies on SWE measurement and modeling at the point and local scale.

^{[3]}The experimental studies and comprehensive comparison studies are carried out to verify the validity of the proposed OVSC.

^{[4]}Here, comprehensive comparison studies are carried out from laboratory experiments to field scale simulations between a commercially available aqueous soluble surfactant (CD 1045) and a proprietary nonionic CO2-philic surfactant whose solubility in ScCO2 and partition coefficient between ScCO2/Brine have been determined.

^{[5]}We scoured the public domain for metabolomics and transcriptomics data from clinical profiling studies to perform a comprehensive comparison study.

^{[6]}This comprehensive comparison study of the actual and perceived environments of tourist attractions has policy implications for both tourism management and ecological conservation.

^{[7]}However, there is no comprehensive comparison study to assess the sensitivity of these numerical indices against different faults.

^{[8]}, the study) is a comprehensive comparison study of existing texture directionality measures, based on the full set of Brodatz textures and human sentiment, which is the first such study.

^{[9]}The comprehensive comparison study of three state-of-the-art MOA, namely the Slime Mould Algorithm (SMA), Harris Hawks Optimizer (HHO), and Whale Optimization Algorithm (WOA) is presented.

^{[10]}This paper shows a comprehensive comparison study between Nano components and Micro components for high voltage power lines insulation depends on polymers such as Polyethylene like Low-Density Polyethylene (LDPE) and Cross-Linked Polyethylene (XLPE).

^{[11]}The COVID-19 disease has spread all over the world, representing an intriguing challenge for humanity as a whole The efficient diagnosis of humans infected by COVID-19 still remains an increasing need worldwide The chest X-ray imagery represents, among others, one attractive means to detect COVID-19 cases efficiently Many studies have reported the efficiency of using deep learning classifiers in diagnosing COVID-19 from chest X-ray images They conducted several comparisons among a subset of classifiers to identify the most accurate In this paper, we investigate the potential of the combination of state-of-the-art classifiers in achieving the highest possible accuracy for the detection of COVID-19 from X-ray For this purpose, we conducted a comprehensive comparison study among 16 state-of-the-art classifiers To the best of our knowledge, this is the first study considering this number of classifiers This paper’s innovation lies in the methodology that we followed to develop the inference system that allows us to detect COVID-19 with high accuracy The methodology consists of three steps: (1) comprehensive comparative study between 16 state-of-the-art classifiers;(2) comparison between different ensemble classification techniques, including hard/soft majority, weighted voting, Support Vector Machine, and Random Forest;and (3) finding the combination of deep learning models and ensemble classification techniques that lead to the highest classification confidence on three classes We found that using the Majority Voting approach is an adequate strategy to adopt in general cases for this task and may achieve an average accuracy up to 99 314%.

^{[12]}Unlike the previous works which take a specific model for identity and attribute preservation without giving a reason, both the identity expert and the attribute retainer in our proposed model are determined from a comprehensive comparison study on the state-of-the-art pretrained models.

^{[13]}This paper introduce a comprehensive comparison study of various three-leg VSI based DSTATCOM topologies.

^{[14]}Then, by introducing gain error and peak gain frequency error as definitions, comprehensive comparison studies on these four different methodologies for different conditions are implemented.

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## comprehensive comparison among

Thus, this article also provides a comprehensive comparison among the aforementioned modalities and validates them with several performance measures, robust ranking, and statistical analysis (Wilcoxon and Friedman) on public benchmark databases.^{[1]}For this purpose, a comprehensive comparison among several single extraction procedures and a sequential extraction procedure was performed.

^{[2]}Asphaltenes were fractionated into three subfractions for comprehensive comparison among studied samples.

^{[3]}Complementary and alternative therapies are effective in treating tubal obstructive infertility, but there is no study on a comprehensive comparison among them.

^{[4]}To provide better insights into different deep learning architectures and their applications to ALS point cloud classification, this article presents a comprehensive comparison among three state-of-the-art deep learning networks: PointNet++, SparseCNN, and KPConv, on two different ALS datasets.

^{[5]}However, there lacks a comprehensive comparison among different model designs, and a thorough investigation on related factors that may affect a KPG system’s generalization performance.

^{[6]}The DL methods' key characteristics were extracted from each eligible study, and a comprehensive comparison among network architectures and metrics was reported.

^{[7]}However, there is still lack of a comprehensive comparison among those algorithms.

^{[8]}Furthermore, the merit and superiority of the presented MLI are illustrated by a comprehensive comparison among the number of elements such as capacitors and power switches.

^{[9]}We therefore designed a comprehensive comparison among these models to identify the most meaningful predictors for patient responses.

^{[10]}After its performance validation, six binary versions of ABC algorithm are considered for comparison of the algorithms, and a comprehensive comparison among the state-of-art variants of swarm intelligence or evolutionary computation algorithms is conducted on this set of functions.

^{[11]}In this study, for a comprehensive comparison among EV, Plug-in Hybrid Electric Vehicles (PHEV), and Gasoline Vehicle (GV), we developed an agent-based simulation modeling framework for the entire energy pathway (Well-To-Wheel).

^{[12]}Finally, simulations on a numerical example and a continuous stirred tank reactor process are carried out to give a comprehensive comparison among OWMA-TCC and several existing static and dynamic MSPM methods.

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## comprehensive comparison provide

This comprehensive comparison provides a reference for selecting the appropriate algorithm when retrieving PBLH from RS data.^{[1]}This comprehensive comparison provides a reference for selecting the appropriate algorithm when retrieving PBLH from RS data.

^{[2]}Generally speaking, the comprehensive comparison provides a reference to choose the proper lidar algorithm when retrieving the PBLH.

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## comprehensive comparison show

(4) Comprehensive comparison shows that the straight wall semicircle arch is the best roadway section form.^{[1]}Comprehensive comparison shows that the injected ratio of NH3/NOx is first larger and then smaller than is beneficial for the rapid improvement of NOx conversion efficiency; the appropriate NH3/NOx ratio and continuous injection time must be controlled, or it is easy to cause ammonia slip.

^{[2]}Comprehensive comparison shows that hierarchical model has better performance in evaluation accuracy and stability.

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## comprehensive comparison analysi

We performed a comprehensive comparison analysis using 407 patients including sequencing analysis data of GC from TCGA.^{[1]}Meanwhile, experimental results demonstrate the effectiveness of the proposed method in identifying both the categories and the locations of faulty components, whose superiority has been verified by the comprehensive comparison analysis with traditional deep learning methods and state-of-art methods, including residual-squeeze net, convolutional recurrent neural network, and DenseNet.

^{[2]}We performed a comprehensive comparison analysis using 407 patients including sequencing analysis data of GC from TCGA.

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## comprehensive comparison result

Comprehensive comparison results are presented to demonstrate the improvement in CPU time and image quality of the proposed method on medium and large-scale image denoising and reconstruction problems.^{[1]}The comprehensive comparison result indicates that Model2 which used batch normalization is capable of the best performance amongst the three models as selected for concrete cracks detection, with recording the highest classification accuracy and low loss.

^{[2]}