Benchmark data

Ebook Watermarking systems engineering enabling digital assets security and other applications presents the following content: Chapter 1 introduction, chapter 2 applications, chapter 3 information coding, chapter 4 data embedding, chapter 5 data concealment, chapter 6 data recovery, chapter 7 watermark impairments and benchmarking, chapter 8 security issues, chapter 9 an information theoretic perspective.

485p zizaybay1103 29-05-2024 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

In this study we generated a whole exome sequencing benchmark dataset using the platinum genome sample NA12878 and developed an intersect-then-combine (ITC) approach to increase the accuracy in calling single nucleotide variants (SNVs) and indels in tumour-normal pairs. We evaluated the effect of alignment, base quality recalibration, mutation caller and filtering on sensitivity and false positive rate.

11p vioraclene 31-03-2024 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

Continued part 1, part 2 of ebook "The analytic hospitality executive: Implementing data analytics in hotels and casinos" provides readers with contents including: analytics for sales; analytics for revenue management; analytics for performance analysis; analytics for gaming; pulling it all together - building an analytical organization;...

207p dangsovu 20-10-2023 7 3   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

To create a high-quality electronic health record (EHR)–derived mortality dataset for retrospective and prospective real-world evidence generation. Data Sources/Study Setting. Oncology EHR data, supplemented with external commercial and US Social Security Death Index data, benchmarked to the National Death Index (NDI).

17p vigamora 25-05-2023 6 2   Download

The aim of this research is to investigate the energy performance and water usage of aquatic centres. The objectives are to: 1. develop a guideline for the definition of aquatic centres in Victoria for the purpose of energy and water benchmarking; 2. benchmark the energy and water consumption of aquatic centres by analysing the data collected from existing facilities in Victoria; 3. To investigate operational and building design features that will improve the energy and water performance of a sample aquatic centre by using building performance simulation.

265p runthenight04 02-02-2023 5 1   Download

This paper presents the steady-state analysis results of the OECD/NEA and U.S. NRC PWR MOX/UO2 (MOX: Mixed Oxide) Core Transient Benchmark with the modern MCNP6 Monte Carlo code based on the up-to-date ENDF/B-VII.1 nuclear data library.

9p vicedric 08-02-2023 8 3   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

For advanced research reactor designs that have a high core power with downward coolant flow in the core, it is important to analyze a unique postulated pipe break scenario under sub-atmospheric pressures. In order to benchmark the capability of thermal–hydraulic codes such as TRACE to predict flow behavior under these conditions, we must first compare TRACE analyses to reference experimental data for air–water flow near atmospheric pressure and temperature conditions.

11p vironald 15-12-2022 10 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

Lecture Software process improvement: Lesson 30B provide students with knowledge about: software baselines; the development of software; software benchmarks; baselines collect similar data; baselines collect quantitative;... Please refer to the detailed content of the lecture!

13p hanlamcoman 26-11-2022 7 2   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

Recent sequencing technologies enable joint quantification of promoters and their enhancer regions, allowing inference of enhancer–promoter links. We show that current enhancer–promoter inference methods produce a high rate of false positive links. We introduce FOCS, a new inference method, and by benchmarking against ChIAPET, HiChIP, and eQTL data show that it results in lower false discovery rates and at the same time higher inference power.

14p vimichaelfaraday 25-03-2022 13 1   Download

Single-cell RNA-seq has the potential to facilitate isoform quantification as the confounding factor of a mixed population of cells is eliminated. However, best practice for using existing quantification methods has not been established. We carry out a benchmark for five popular isoform quantification tools. Performance is generally good for simulated data based on SMARTer and SMART-seq2 data.

14p vigalileogalilei 27-02-2022 14 2   Download

Alignment-free (AF) sequence comparison is attracting persistent interest driven by data-intensive applications. Hence, many AF procedures have been proposed in recent years, but a lack of a clearly defined benchmarking consensus hampers their performance assessment.

18p vielonmusk 30-01-2022 16 0   Download

Challenges are achieving broad acceptance for addressing many biomedical questions and enabling tool assessment. But ensuring that the methods evaluated are reproducible and reusable is complicated by the diversity of software architectures, input and output file formats, and computing environments.

9p vielonmusk 30-01-2022 10 1   Download

Human tissue is increasingly being whole genome sequenced as we transition into an era of genomic medicine. With this arises the potential to detect sequences originating from microorganisms, including pathogens amid the plethora of human sequencing reads.

15p vielonmusk 30-01-2022 6 0   Download