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Demonstrate robustness
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Ebook "Computational organometallic chemistry" addressed include: DFT studies on zirconium-mediated reactions, force field methods in organometallic chemistry, hydrogenation of π-systems, oxidative functionalization of unactivated C-H bonds and olefins, the osmylation reaction, and cobalt carbonyl clusters.
262p
coduathanh1122
27-03-2024
3
1
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In this paper, the authors propose to use the Sparse Principal Component Analysis (PCA) method to denoise adversarial images. With the experimental results, the authors have demonstrated that the Robust sparse PCA method is effective in selecting and classifying key features of the image to remove unwanted noise present in the input image.
9p
vigojek
02-02-2024
1
1
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Implementing and Developing Cloud Computing ApplicationsMajor enterprises and small start-ups are beginning to embrace cloud computing for the scalability and reliability that cloud vendors can provide. This book demonstrates how to implement robust and highly scalable cloud computing applications.
316p
haojiubujain08
01-11-2023
4
2
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The robustness of the controller is also investigated by inserting perturbation uncertainty in all process parameters simultaneously. The results demonstrate the superior performance of the proposed IMC-PID controller in both nominal and robust cases.
8p
vidoctorstrange
06-05-2023
8
4
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The research "A Robust Approach to Stereoscopic 3-D Video Watermarking Using Adaptive Hysteresis Noise Gate" aims to introduce an alternative approach to watermarking stereoscopic threedimensional (S3-D) video using a dual-tree complex wavelet transform (DT-CWT) with an adaptive hysteresis noise gate or NG-DCWT for short. The DT-CWT has demonstrated superior performance in video watermarking when compared with direct spatial watermark embedding techniques, as well as other traditional frequency-based approaches.
171p
runordie3
06-07-2022
6
1
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Recently, latent representation models, such as Shrink Autoencoder (SAE), have been demonstrated as robust feature representations for one-class learning-based network anomaly detection. In these studies, benchmark network datasets that are processed in laboratory environments to make them completely clean are often employed for constructing and evaluating such models.
11p
viirenerosenfeld
26-05-2022
14
3
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Compared to RNA-sequencing transcript differential analysis, gene-level differential expression analysis is more robust and experimentally actionable. However, the use of gene counts for statistical analysis can mask transcript-level dynamics. We demonstrate that ‘analysis first, aggregation second,’ where the p values derived from transcript analysis are aggregated to obtain gene-level results, increase sensitivity and accuracy.
11p
vimichaelfaraday
25-03-2022
12
2
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We present a novel approach, the Local Edge Machine, for the inference of regulatory interactions directly from time-series gene expression data. We demonstrate its performance, robustness, and scalability on in silico datasets with varying behaviors, sizes, and degrees of complexity. Moreover, we demonstrate its ability to incorporate biological prior information and make informative predictions on a well-characterized in vivo system using data from budding yeast that have been synchronized in the cell cycle.
13p
viaristotle
29-01-2022
9
0
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Accurate detection of somatic mutations is challenging but critical in understanding cancer formation, progression, and treatment. We recently proposed NeuSomatic, the first deep convolutional neural network-based somatic mutation detection approach, and demonstrated performance advantages on in silico data.
20p
viarchimedes
26-01-2022
15
0
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Allele expression (AE) analysis robustly measures cis-regulatory effects. Here, we present and demonstrate the utility of a vast AE resource generated from the GTEx v8 release, containing 15,253 samples spanning 54 human tissues for a total of 431 million measurements of AE at the SNP level and 153 million measurements at the haplotype level.
12p
viarchimedes
26-01-2022
7
1
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The potential of circulating miRNAs as biomarkers of tissue function, both in health and disease, has been extensively demonstrated in humans. In addition, circulating miRNA biomarkers offer significant potential towards improving the productivity of livestock species, however, such potential has been hampered by the absence of information on the nature and source of circulating miRNA populations in these species.
11p
vibeauty
23-10-2021
8
2
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The simulation results demonstrate the possibilistic particle forward-backward smoothing performs well and improves bearings-only tracking performance. Furthermore, possiblistic smoothing also demonstrates better performance than probabilistic smoothing in model-mismatched case.
78p
gaocaolon12
13-06-2021
12
2
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mages contain information in a very dense and complex form, which a human eye, after years of training, can extract and understand. The main goal is to extract form an image a set of composing objects or real life attributes. This paper presents a novel framework for combining color and shape information, to achieve higher retrieval efficiency. The combination of the color and shape features provide a robust feature set for image retrieval.
5p
quenchua9
20-11-2020
17
2
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This data is highly desirable to design controllers that have robust and consistent control characteristics and can find applications in search – rescue operations. AI-based neural network is set up for helipad detection, followed by optimization by the localization algorithm. The performance of this approach is compared against fiducial marker approach, demonstrating good consensus between two estimations.
12p
kequaidan8
02-11-2020
12
1
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In this paper, we focus specially on the effective elastic moduli of the heterogeneous composites with arbitrary inclusion shapes. The main idea of this paper is to replace those inhomogeneities by simple equivalent circular (spherical) isotropic inclusions with modified elastic moduli. Available simple approximations for the equivalent circular (spherical) inclusion media then can be used to estimate the effective properties of the original medium.
13p
cothumenhmong8
04-11-2020
13
2
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Transcriptomic data is often used to build statistical models which are predictive of a given phenotype, such as disease status. Genes work together in pathways and it is widely thought that pathway representations will be more robust to noise in the gene expression levels.
11p
vicolorado2711
23-10-2020
5
1
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This work deals with the control design and development of an automated car-following strategy that further increases robustness to vehicle dynamics uncertainties. The control algorithm is applied on a hierarchical architecture where high and low level control layers are designed for gap-control and desired acceleration tracking, respectively. A fractional-order controller is proposed due to its flexible frequency shape, fulfilling more demanding design requirements.
9p
dayhoctainha
10-09-2020
20
1
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In the present study, we have developed new estimators for the estimation of finite population variance by using auxiliary information as combination of conventional and non-conventional measures. Bias and mean square error has been worked out up to the first order of approximation. The empirical study has been carried out through numerical demonstration, under which improved estimators have performed better than the other existing estimators.
5p
angicungduoc5
14-06-2020
14
1
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In this paper, we demonstrate an efficient and effective implementation of a robust population-based metaheuristic that does not require parameter fine-tuning and can easily be used by OR practitioners to solve industrial size problems.
10p
toritori
11-05-2020
4
0
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Mushrooms, also called as ‘white vegetables’ or ‘boneless vegetarian meat’ contain ample amount of proteins (20-35%), vitamins and fibre. Milky mushroom is robust, fleshy, milky white, umbrella like mushroom, having long shelf-life and lucrative market value. Ballari District lies in Northern dry zone of Karnataka receive 28-290 C mean temperature in January and highest maximum temperature in May reaches 430C. Hence, different mushroom species can be cultivated due to prevailing wide range of temperature in the District.
8p
nguaconbaynhay3
07-02-2020
14
2
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