Benchmarking models

Part 2 book "Energy harvesting with functional materials and microsystems" includes content: Polymer solar cell - an energy source for low power consumption electronics; inverted organic solar cells; monocrystalline silicon solar cell optimization and modeling; piezoelectric thin films and their application to vibration energy harvesters; piezoelectric vibration energy harvesters - modeling, design, limits, and benchmarking.

149p dianmotminh01 20-05-2024 3 2   Download

The paper is organized as follows: Section 2 provides the preliminaries, which include the fundamental definitions of the M-CFIS model, CFTL, and tree. Section 3 investigates the novel CFRG-based complex fuzzy transfer learning. Section 4 evaluates the proposed RTrieCFTL by running it on both real-life and benchmark data sets. To conclude, the last part must outline this research’s future work.

14p dianmotminh02 03-05-2024 3 2   Download

This study will initially evaluate the skill of the IFS model for temperature forecasting in short term at all regions in Viet Nam. In addition, to determine whether the model can be applied in operational forecasting, the study will also evaluate the correct of the model following the legal documents.

13p vijaychest 24-04-2024 4 2   Download

Ebook "Modeling performance measurement: Applications and implementation issues in DEA" presents unified results from several authors’ recent DEA research. These new DEA methodology and techniques are developed in application-driven scenarios that go beyond the identification of the best-practice frontier and seek solutions to aid managerial decisions. These new DEA developments are well-grounded in real world applications.

417p loivantrinh 29-10-2023 9 2   Download

Part 1 of ebook "Handbook of international economics (Volume 4)" provides readers with contents including: Chapter 1 - Heterogeneous firms and trade; Chapter 2 - Multinational firms and the structure of international trade; Chapter 3 - Gravity equations, workhorse,toolkit, and cookbook; Chapter 4 - Trade theory with numbers, quantifying the consequences of globalization; Chapter 5 - Domestic institutions as a source of comparative advantage;...

341p dangsovu 20-10-2023 10 5   Download

Continued part 1, part 2 of ebook "Accountability in human resource management" has presents the following content: measuring the contribution of human resources; data collection techniques; evaluation design and implementation; measuring the total human resources effort; measuring specific human resources functions; using benchmarking to measure HR effectiveness; data analysis and presentation; human resources costs;...

234p dieptieuung 20-07-2023 8 3   Download

Continued part 1, part 2 of ebook "Efficient asset management: A practical guide to stock portfolio optimization and asset allocation" has presents the following content: portfolio rebalancing, analysis, and monitoring; input estimation and stein estimators; benchmark mean-variance optimization; investment policy and economic liabilities; bayes and active return estimation; avoiding optimization errors;...

69p dieptieuung 20-07-2023 11 6   Download

This makes comparing the performance among different methods and developing solutions for various problems challenging. To address this issue, we have constructed two standardized datasets of thyroid scintigraphy images for identifying and quantifying the depth. The purpose of designing the models is to establish a benchmark assessment for developing CADx models on the datasets in the future.

8p viwarmachine 01-07-2023 6 2   Download

Ebook "Financial management strategies for hospitals and healthcare organizations: Tools, techniques, checklists and case studies" integrates prose, managerial applications, and regulatory policies with real-world case studies, models, checklists, reports, charts, tables, and diagrams. It has a natural flow, starting with costs and revenues, progressing to clinic and technology, and finishing with institutional and professional benchmarking.

350p tukhongthienlac 24-06-2023 5 2   Download

This research achieved its objectives of: Identify key attributes and variables that influences the design of a PPP Project; Identify key actions and events that influence the outcomes generated by a PPP project; Model design attributes and variables, and actions and outcomes found in PPP literature; Evaluate Australian practice as demonstrated in a case study, using the benchmark model; Discuss findings and present conclusions.

146p runthenight04 02-02-2023 2 1   Download

The thesis is organised as follows: Chapter 1 comprises the literature review of protein structure, amyloid fibrils and of the effect of nanomaterials on protein aggregation. Chapter 2 reviews the computational methods used to perform simulations and analysis. Chapter 3 comprises my published article on benchmarking forcefields and sampling methods for disordered proteins using amylin as a case study. Chapter 4 comprises my published article on the effect of oxidation on the properties of graphene oxide flakes in solution.

56p runthenight04 02-02-2023 4 2   Download

The comparative results generally show a good agreement between TRITON and Serpent with the benchmark data, indicating that the TRITON and Serpent models developed herein for the PWR MOX assemblies can be applied to group constant generation to be further used in transient analyses of PWR MOX fueled cores.

5p visnape 30-01-2023 7 4   Download

Eulerian-Eulerian computational fluid dynamic (CFD) models allow the prediction of complex and large-scale industrial multiphase gas–liquid bubbly flows with a relatively limited computational load. However, the interfacial transfer processes are entirely modelled, with closure relations that often dictate the accuracy of the entire model.

17p vironald 15-12-2022 9 3   Download

Ebook Strategic supply chain management: The five disciplines for top performance - Part 2 presents the following content: Chapter 4 Core Discipline 4: Build the right collaborative model; Chapter 5 Core Discipline 5: use metrics to drive business success; Chapter 6 A Roadmap to Change; Appendix A: Source and methodology for benchmarking data; Appendix B: The supply chain maturity model; Appendix C: Comparison of characteristics for levels 2 and level 3 SCOR metrics.

178p runthenight03 07-12-2022 10 5   Download

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   Download

Risk prediction models are used in critical care for risk stratification, summarising and communicating risk, supporting clinical decision-making and benchmarking performance. However, they require validation before they can be used with confidence, ideally using independently collected data from a different source to that used to develop the model.

9p viisaacnewton 26-04-2022 7 1   Download

Insufficient performance of optimization-based approaches for the fitting of mathematical models is still a major bottleneck in systems biology. In this article, the reasons and methodological challenges are summarized as well as their impact in benchmark studies. Important aspects for achieving an increased level of evidence for benchmark results are discussed.

10p vielonmusk 30-01-2022 11 1   Download

Accurate simulations of structural variation distributions and sequencing data are crucial for the development and benchmarking of new tools. We develop Sim-it, a straightforward tool for the simulation of both structural variation and long-read data.

16p viarchimedes 26-01-2022 14 0   Download

Deconvolution analyses have been widely used to track compositional alterations of cell types in gene expression data. Although a large number of novel methods have been developed, due to a lack of understanding of the effects of modeling assumptions and tuning parameters, it is challenging for researchers to select an optimal deconvolution method suitable for the targeted biological conditions.

23p viarchimedes 26-01-2022 6 0   Download

Positional weight matrix (PWM) is a de facto standard model to describe transcription factor (TF) DNA binding specificities. PWMs inferred from in vivo or in vitro data are stored in many databases and used in a plethora of biological applications. This calls for comprehensive benchmarking of public PWM models with large experimental reference sets.

18p viarchimedes 26-01-2022 9 0   Download