Several models

Part 2 of ebook "Applied predictive modeling" provides readers with contents including: Chapter 11 - Measuring performance in classification models; Chapter 12 - Discriminant analysis and other linear classification models; Chapter 13 - Nonlinear classification models; Chapter 14 - Classification trees and rule-based models; Chapter 15 - A Summary of grant application models; Chapter 16 - Remedies for severe class imbalance; Chapter 17 - Case study job scheduling; Chapter 18 - Measuring predictor importance; Chapter 19 - An introduction to feature selection; Chapter 20 - Factors that can af...

344p daonhiennhien 03-07-2024 1 1   Download

Glioblastoma is a malignant and aggressive type of central nevous system malignancy characterized by many distinct biological features including extensive hypoxia. Hypoxia in glioblatoma associates with complex signaling patterns including activation of several pathways such as MAPK, PI3K-AKT/mTOR and IL-6/JAK/STAT3 with the master regulator HIF-1, which in turn drive particular tumor behaviors determining, in the end, treatment outcomes and patients fate.

12p vishanshan 27-06-2024 2 1   Download

Leptomeningeal metastasis (LM) of small cell lung cancer (SCLC) is a highly detrimental occurrence associated with severe neurological disorders, lacking effective treatment currently. Proteolysis-targeting chimeric molecules (PROTACs) may provide new therapeutic avenues for treatment of podophyllotoxin derivatives-resistant SCLC with LM, warranting further exploration.

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Although papillary thyroid cancer (PTC) patients are known to have an excellent prognosis, up to 30% of patients experience disease recurrence after initial treatment. Accurately predicting disease prognosis remains a challenge given that the predictive value of several predictors remains controversial.

12p vishanshan 27-06-2024 2 1   Download

Several studies have proved that Polygenic Risk Score (PRS) is a potential candidate for realizing precision screening. The effectiveness of low-dose computed tomography (LDCT) screening for lung cancer has been proved to reduce lung cancer specific and overall mortality, but the cost-effectiveness of diverse screening strategies remained unclear.

12p vishanshan 27-06-2024 1 1   Download

The study conducted an investigation and outlined several factors that impact the implementation of green accounting for small and medium-size enterprises in Vietnam. Subsequently, through a combined qualitative and quantitative research method, the paper introduces a model of variables influencing green accounting in Vietnam within the framework of globalization. Data used in the study were collected from the results of 207 survey questionnaires.

10p leminhvu111 07-06-2024 1 0   Download

Ebook "Supply chain management and advanced planning: Concepts, models, software, and case studies (5th edition)" already in its fifth edition, gives a broad and up-to-date overview of the concepts underlying APS. Special emphasis is given to modeling supply chains and implementing APS successfully in industry. Understanding is enhanced by several case studies covering APS from various software vendors. The fifth edition contains updated material, rewritten chapters and an additional case study.

570p giangdongdinh 30-05-2024 6 4   Download

The Unified Modeling Language (UML) is used throughout this book. We reduce the myriad of UML constructs to a precious few that we have found to be most useful. Leveraging the recent IEEE 1471 standard for software intensive systems, we describe several architectural viewpoints that are helpful in the development and documentation of software architectures. After reading this book, you will understand these viewpoints and techniques that will improve the modeling of your system’s software architecture.

281p zizaybay1103 29-05-2024 2 2   Download

Ebook "Environmental modeling and health risk analysis (Acts/Risk)" is to provide the reader with an integrated perspective on several fields. First, it discusses the fields of environmental modeling in general and multimedia environmental transformation and transport processes in particular; it also provides a detailed description of numerous mechanistic models that are used in these fields.

478p giangdongdinh 28-05-2024 2 1   Download

Ebook "Climate change modelling, planning and policy for agriculture" is to highlight some salient work reported in India at the international conference organized by the Indian Council for Agricultural Research and the National Council for Climate Change, Sustainable Development and Public Leadership. While a large number of papers on several themes were presented at the conference, the present initiative is to focus on papers related to modeling of parameters relevant for interpretation of climate change impacts on crops.

252p giangdongdinh 28-05-2024 3 1   Download

This paper presents a detailed experimental validation of an orthotropic laminate model to predict the vibroacoustic behavior of flat sandwich-composite plates with foam core. The accuracy of the model is investigated using a thin sandwich plate over a large frequency band. The sound transmission loss (STL) across several clamped sandwich-composite plates with polyurethane foam core is compared for different core density, different core thickness and different skin thickness.

13p dathienlang1012 03-05-2024 1 0   Download

Lecture Artificial intelligence: Artificial neural network. This lecture provides students with content including: computing systems inspired by biological neural networks; consists of several processing elements that receive inputs and deliver outputs; "learn" to perform tasks by considering examples; be able to model nonlinear processes;... Please refer to the detailed content of the lecture!

47p codabach1016 03-05-2024 2 0   Download

House of Risk Method is used to identify the most potential risk agents, while the fuzzy reasoning risk assessment model is used to determine the risk severity by risk agents. Based on the analysis, it is found that risk agent stock out of the product is the most potential risk agent in this industry. To reduce the impact, mitigation strategies are suggested for stock out product risk agents in warehouse are flexible supply base, safety stock, internal coordination, as well as create and control production schedules.

5p longtimenosee10 26-04-2024 2 1   Download

In this study, it would be conduct a measurement of SC performance of iron sheet factory enterprise within using the SCOR model through the hierarchical integration based measurement system with traffic light system. The results of this study indicate that the integration of several methods such as Hierarchical Based Measurement System and Traffic Light System can provide a solution for management to evaluate and measure company performance more effectively, comprehensively, accountably and integrated.

7p longtimenosee10 26-04-2024 2 1   Download

A questionnaire survey has been distributed for this study and result showed that there are several aspects under each of segments that can lead to customer satisfaction by using the PLS-SEM and IPMA analysis. The findings in this study can be used by other hotel operators to have a thoughtful mind on the factors that driven customers’ preferences and satisfaction that will aid in designing a message with better persuasion and at the same time attract more tourists to come and visit Malaysia.

7p longtimenosee10 26-04-2024 4 1   Download

This research aims to explore secondary school students’ views regarding basic democratic values in terms of several variables. The research has utilized the cross-sectional survey model, which is one of the descriptive survey models. The population of the research consists of secondary school students studying at schools located within the province of Elazig.

10p viarnault 25-04-2024 2 1   Download

The industrial revolution era 4.0 has now become a major topic in every country. Various sectors respond quickly to this problem, including education. In response to this, there are several aspects of skills that students must master. One of them is problem-solving skills.

11p viarnault 25-04-2024 2 1   Download

This research aimed at identifying and analyzing articles examining the flipped classroom model that has been published in several reputable international journals issued in the 2010-2019 timeframe, which was conducted using bibliometric studies.

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Several concerted movements toward mathematical modeling have been seen in the last decade, reflecting the growing global relationship between the role of mathematics in the context of modern science, technology and real life. The literature has mainly covered the theoretical basis of research questions in mathematical modeling and the use of effective research methods in the studies.

14p viarnault 25-04-2024 1 1   Download

The decline in student character is the result of low student learning outcomes. The common student learning outcomes are influenced by several factors, and one of them is teacher-centered, monotonous learning model.

12p viarnault 25-04-2024 1 1   Download