Robust model
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The study sheds light on the role of word embeddings in constructing robust spam detection models, offering valuable guidance for model selection. The methodology, comparative analysis, and future directions are also presented in the paper.
5p vithomson 02-07-2024 0 0 Download
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Part 2 of ebook "Clinical data analysis on a pocket calculator: Understanding the scientific methods of statistical reasoning and hypothesis testing (Second edition)" provides readers with contents including: Chapter 27 - Robust tests for imperfect data; Chapter 28 - Non-linear modeling on a pocket calculator; Chapter 29 - Fuzzy modeling for imprecise and incomplete data; Chapter 30 - Bhattacharya modeling for unmasking hidden Gaussian curves; Chapter 31 - Item response modeling instead of classical linear analysis of questionnaires; Chapter 32 - Meta-analysis of continuous data; Chapter 33...
168p daonhiennhien 03-07-2024 1 1 Download
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In recent times, the phase field method is a robust simulation tool that can predict crack formation and propagation in structures. In brittle and quasi-brittle materials, the strain tensor is decomposed into negative and positive parts corresponding to the compression and tension behaviors when the structure is loaded.
14p viwalton 02-07-2024 1 1 Download
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This research aimed to create a robust signature with hypoxia-related genes to predict the prognosis of breast cancer patients. The function of hypoxia genes was further studied through cell line experiments.
12p vishanshan 27-06-2024 3 1 Download
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To screen the risk factors affecting the recurrence risk of patients with ampullary carcinoma (AC)after radical resection, and then to construct a model for risk prediction based on Lasso-Cox regression and visualize it.
10p vikoch 27-06-2024 3 1 Download
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In this study, a surrogate model based on artificial neural networks (ANN) will be established to predict the mechanical behaviors of the plastic Primitive TPMS reinforced beams. Finite element analysis (FEA) simulation results of different numbers of reinforcement layers and volume fractions were adopted as the model data, the robust model have been owing to a hyperparameter tuning investigation.
10p dathienlang1012 03-05-2024 5 0 Download
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Part 1 book " Automotive air conditioning - Optimization, control and diagnosis" includes contents: CFD-Based modeling of heat transfer in a passengercompartment; model development for air conditioning system in heavy duty trucks; aggregation based thermal model reduction; robust h∞ switching control of polytopic parameter varying systems via dynamic output feedback; output feedback control of automotive air conditioning system using h∞ technique;... and other contents.
167p dianmotminh01 14-05-2024 3 0 Download
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Robustness of supply chain is rapidly expanding due to mitigation and reduction in the risk of unexpected and destructive events in the companies. As it is impossible for companies to resume their business post major crisis, the prediction of environmental factors that surround the companies paved way for development of a disaster recovery plan. 80% of the companies suffer from business interruptions and lack clarity in disaster management plan.
7p longtimenosee10 26-04-2024 3 1 Download
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Cerebral amyloidosis, neuroinflammation, and tauopathy are key features of Alzheimer’s disease (AD), but interactions among these features remain poorly understood. Our previous multiscale molecular network models of AD revealed TYROBP as a key driver of an immune- and microglia-specific network that was robustly associated with AD pathophysiology.
20p vibransone 28-03-2024 3 2 Download
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Despite growing numbers of immune checkpoint blockade (ICB) trials with available omics data, it remains challenging to evaluate the robustness of ICB response and immune evasion mechanisms comprehensively. To address these challenges, we integrated large-scale omics data and biomarkers on published ICB trials, nonimmunotherapy tumor profiles.
8p vibransone 28-03-2024 7 2 Download
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In this study, we explore reseach methodologi, industry and the aspect of uncertainty. We make an analysis uncertainty for the topic, approach, model formulation and make comparison of uncertainty reseach area. The most used approach and method on uncertainty are Mixed Integer Linear Programing, mixed integer nonlinear Programing, Robust Fuzzy Stochastic Programming, and Improved kriging-assisted robust optimization method. Customer demand, total cost, product returns are the most widely researched aspects.
11p longtimenosee07 29-03-2024 2 2 Download
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The research has performed a persuasive bias analysis and studied the material and their contents. According to the “Icam DEFinition for Function Modeling (IDEF0)”, content analysis is categorised according to several key business structures, which is a common way of separating business structures. The study provides useful principles for building the automotive supply chain of the surveyor and combines robustly distributed research theft clauses and recommendations for future investigations.
6p longtimenosee06 27-03-2024 3 1 Download
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Multi-omics data are good resources for prognosis and survival prediction; however, these are difficult to integrate computationally. We introduce DeepProg, a novel ensemble framework of deep-learning and machine-learning approaches that robustly predicts patient survival subtypes using multi-omics data.
15p vibransone 28-03-2024 6 2 Download
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The article describes in detail the development of MAI-hierarchies (general preliminary and refined in VSmodification) developed for this level. They provide calculations of multi-expert assessments during the implementation of the supply chain management business project "New supply chain management", and analyze the main problems associated with the made choice made. A brief overview of additional (corrective) models of the supply chain management process optimization/rationalization is provided for this level.
5p longtimenosee06 27-03-2024 4 2 Download
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While single-cell transcriptional profiling has greatly increased our capacity to interrogate biology, accurate cell classifcation within and between datasets is a key challenge. This is particularly so in pluripotent stem cell-derived organoids which represent a model of a developmental system.
25p viellison 28-03-2024 3 2 Download
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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 Download
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This paper utilizes data collected from the annual reports of banks in Vietnam from 2011 to 2021. The modified value-added intellectual coefficient (MVAIC) model is adopted to measure a bank’s intellectual capital efficiency. In addition, the generalized method of moments is utilized to ensure the robustness of the findings
14p vigrab 02-02-2024 6 2 Download
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Part 1 book "Biostatistics - A methodology for the health sciences" includes content: Introduction to biostatistics; biostatistical design of medical studies; descriptive statistics; statistical inference - populations and samples; one and two sample inference; counting data; categorical data - contingency tables; nonparametric, distribution free, and permutation models - robust procedures; association and prediction - linear models with one predictor variable; analysis of variance.
435p muasambanhan06 03-02-2024 1 1 Download
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Ebook "System modeling in cell biology: From concepts to nuts and bolts" provides the necessary critical comparison of concepts and approaches, with an emphasis on their possible applications.
463p nhanphanguyet 28-01-2024 3 2 Download
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Ebook "Java for bioinformatics and biomedical applications" represents an important development, giving the reader an opportunity to discover how the use of open and reusable Java code can solve large bioinformatics problems in a software engineered and robust way. This has lead to an explosion of interest in the subject, and a similar explosion in tools and data resources for researchers to learn and use in their work.
353p tachieuhoa 28-01-2024 8 5 Download