Category: Computer science

https://www.sciencedirect.com/science/article/abs/pii/S0957417422004407
https://link.springer.com/article/10.1007/s12652-023-04610-z
https://www.sciencedirect.com/science/article/abs/pii/S0020025524002640
i ned a reserch article on imbalanced dataset in which we work on minorty class , introducing new techniques to balance the datasets. then we compare our proposed method’s results(accuracy, f1-score, G-mean and AUC) with already existing resampling methods like SMOTE, BS SMOTE, SVM SMOte, etc thorigh tables and Graphs.

You are a data analyst working for a major bank. Over the past 10 years, the bank has invested a considerable amount of money in the use of big data analytics. The bank is considering ceasing financial support of this program. In a 4-6-page report, evaluate the impact that big data analytics has had on the banking industry and why it is important to continue investing into this program. Key areas to consider are the following:
Fraud detection
Marketing
Credit risk management
Understanding Customer Behavior
Large Language Models, such as Financial Advice or BloombergGPT

This exercise is a visual game to practice making numbers in binary. Clicking on each bit toggles the value from a 0 to a 1, or vice versa.
The decimal target value is shown in the bottom of the window. Flip the bits of the binary number until you successfully create the binary value that represents the given decimal value.
Try to get at least 500 points before moving on!

Overview
Pseudocode is language agnostic, which means that you can create pseudocode with little to no experience in a specific programming language. Pseudocode is an important tool to work with individually or as a part of a development team to plan your code. Think of pseudocode as the broad strokes in a painting that help you plan your finer strokes when writing your code. Flowcharts are a powerful way to represent logic, decisions, and branching graphically. This milestone will help you develop the skills necessary to plan and organize your code, which is an important skill for programmers of all experience levels.
In this milestone, you will work with the same scenario as in Project One. You are part of a development team that has been asked to design and develop custom software for a local pet boarding and grooming business, Pet Boarding and Grooming (Pet BAG). To prepare for the code you will eventually write, you will create pseudocode and a flowchart for either the pet check-in or pet check-out method to meet the Pet BAG company’s specifications. You only need to pick one method. This milestone is one part of the work you will complete for Project One. After you have completed this milestone, review any instructor feedback you receive. This way, you can make improvements before your final submission in Project One.
Directions
Your supervisor has provided you with the Pet BAG Specification Document in the Supporting Materials section below. This document reviews Pet BAG’s software needs. Review the pet check-in and pet check-out methods described in the Functionality section. Then choose one of the methods to implement: check-in or check-out. As you read through the descriiptions for each method, ask yourself the following questions and take notes:
How would I break down these steps so that a computer can understand?
A computer can only execute the instructions it receives. Create these instructions with the understanding that the computer knows nothing about the Pet BAG specifications.
What information would I need from the user at each point?
When would it be a good idea to use decision branching, such as IF and IF ELSE statements?
These are areas where more than one path is possible, depending on user input or results from a method.
Next, write pseudocode that outlines a plan for the one method you chose and aligns to the specifications. Start by breaking down the descriiption of your chosen method into a series of ordered steps. As you write and review each step, consider the following questions:
What input does the computer need to complete the task?
Include user input PROMPTS in your pseudocode.
What output should the computer display to the user?
When might you need to use decision branching and use a different set of steps depending on the user input? If you used decision branching, did you account for all possible input values?
Reminder: You do not need to write pseudocode for both methods.
Based on the pseudocode you wrote, create a flowchart for the method you selected. Remember, you do not need to create a flowchart for both methods. Your flowchart will help your team communicate to your client how you plan to develop the software. In your flowchart, be sure to do the following actions:
Include start and end points.
Include appropriate decision branching.
Align the flowchart to the check-in or check-out process you selected.
Note: You can find the correct shapes to create your flowchart on the Insert menu in Microsoft Word. You may also draw your flowchart by hand, take a clear picture, and insert the picture into your Word document. Use the Add Shapes and Insert Pictures tutorials in the Supporting Materials section to help you. If you prefer, you could also use a flowcharting tool that you are familiar with, such as Lucidchart.
What to Submit
Submit your pseudocode and flowchart in a 1- to 2-page Microsoft Word document with double spacing, 12-point Times New Roman font, and one-inch margins.
Supporting Materials
The following resources support your work on this assignment:
Reading: Pet BAG Specification Document
Review this specification document provided by your supervisor to understand Pet BAG’s software requirements.
Reading: Add Shapes
This optional reading may show you how to add shapes such as boxes, circles, and arrows to your documents.
Reading: Insert Pictures
This optional reading may show you how to insert pictures into a Word document.

You should comment on any challenges or problems that you encountered during your placement and how you dealt with them. – have said how you dealt with the challenge – have you said what you learned from the challenge
Point out at least three challenges and how you dealt with it

Describe how concepts such as RISC, pipelining, cache memory, and virtual memory have evolved over the past 25 years to improve syseem performance.
In this short research paper, you will investigate the evolution of and current trends in improving system performance with concepts such as RISC, pipelining, cache memory, and virtual memory. In this paper you must, as part of your conclusion, explicitly state the concept or approach that seems most important to you and explain your selection.
A minimum of three references is required for this paper. At least one article should be from a peer-reviewed journal. If you use Web sites other than the article databases provided by the UMGC Library in your research, be sure to evaluate the content you find there for authority, accuracy, coverage, and currency.
I will pay a great deal of attention to your thesis statement, the concise but logical flow of your information, your conclusion, and your grammar and syntax.  Your paper should have no spelling or grammatical mistakes, and the construction should be logical and easy to read. These are research papers, and should not contain colloquial or slang expressions. Provide a reference list at the end of the paper. Use a minimum of two outside references.
Your paper should have no spelling or grammatical mistakes, and the construction should be logical and easy to read. These are research papers, and should not contain colloquial or slang expressions. Provide a reference list at the end of the paper. Use a minimum of two outside references.

Please, I need help writing a paper discussing the importance of a well-designed data center in at least 5 pages. More details are attached to the files.

I only need an Empricial Study and conclusion. I am puting the whole paper because it need to be cohrent with what you will write please. Make sure to read the whole paper please and thank you so much 

I am attaching all the necessary information. The explanation and instructions are in the pdf and you can find all the codes and other stuff in .zip files. Please provide me the solution carefully because I don’t have a way to make up for this assignment since there is only one submission allowance. ‘Answer 1’ zip is the finished version of Project 1, just in case if you need it for anything.

This is a final project report. I only need you to answer questions from number 1. I will upload all the files necessary. Kindly see the attached file for full details. Thank you.