In the previous chapters, you've seen how to determine the requirements of a database problem by considering the tasks users of the system need to carry out. Tasks were represented with use cases, and a simple data model was developed to represent the required data. In Chapter 4, you saw...
In this study, we propose a data-driven model, termed the Central Focused Convolutional Neural Networks (CF-CNN), to segment lung nodules from heterogeneous CT images. Our approach combines two key insights: 1) the proposed model captures a diverse set of nodule-sensitive features from both 3...
A simple model for this, but one which matches the data for many realistic settings, is that the time it takes to adjust production follows an exponential delay process. We will consider this particular approach in further detail below, but for now just consider the delay in bringing actual ...
About 10 years ago, my research into the evolution of the earth’s surface led me to a computational challenge: Given a digital elevation model (DEM) of a region’s surface terrain, was there a fast and elegant way to calculate how much water flows through any given landscape du...
At the COVID-19 pandemic onset, when individual-level data of COVID-19 patients were not yet available, there was already a need for risk predictors to support prevention and treatment decisions. Here, we report a hybrid strategy to create such a predict
Before developing a product model online, you must create a product. When creating a product, enter information such as the product name, protocol type, data format, indu
We use the Oracle Data Integrator Designer Module to reverse-engineer the metadata of source and target schemas. Log into Designer, click the Models tab, and click the Insert Model Folder icon (as shown in the figure below).Name the new model EDW and click OK.Next, right-click the new ...
With the AWS CDK, developers or administrators can define their cloud infrastructure by using a supported programming language. CDK applications should be organized into logical units, such as API, database, and monitoring resources, and optionally have a pipeline for automated deployments. The logical...
In this model, the building design layout and the HVAC parameters were established, and then the decision tree and the artificial neural network were utilized. Show abstract A comprehensive overview on the data driven and large scale based approaches for forecasting of building energy demand: A ...
Implementing all the form-processing functionality for every form in a Web application is a tedious and error-prone process. The ADK design-time framework simplifies this process by using a Model-View-Controller (MVC) paradigm. This paradigm, in turn, is based on the following five classes: ...