Data Mining Applications in Business and Analytics | Get Solution Now

In this project, you will be expected to do a comprehensive literature search and survey, select and study a specific topic in one subject area of data mining and its applications in business intelligence and analytics (BIA), and write a research paper on the selected topic by yourself. The research paper you are required to write can be a detailed comprehensive study on some specific topic or the original research work that will have been done by yourself. Requirements and Instructions for the Research Paper: 1. The objective of the paper should be very clear about subject, scope, domain, and the goals to be achieved. 2. The paper should address the important advanced and critical issues in a specific area of data mining and its applications in business intelligence and analytics. Your research paper should emphasize not only breadth of coverage, but also depth of coverage in the specific area. 3. The research paper should give the measurable conclusions and future research directions (this is your contribution). 4. It might be beneficial to review or browse through about 15 to 20 relevant technical articles before you make decision on the topic of the research project. 5. The research paper can be: a. Literature review papers on data mining techniques and their applications for business intelligence and analytics. b. Study and examination of data mining techniques in depth with technical details. c. Applied research that applies a data mining method to solve a real world application in terms of the domain of BIA. 6. The research paper should reflect the quality at certain academic research level. 7. The paper should be about at least 3000-3500 words double space. 8. The paper should include adequate abstraction or introduction, and reference list. 9. Please write the paper in your words and statements, and please give the names of references, citations, and resources of reference materials if you want to use the statements from other reference articles. 10. From the systematic study point of view, you may want to read a list of technical papers from relevant magazines, journals, conference proceedings and theses in the area of the topic you choose. Suggested and Possible Topics for Written Report (But Not Limited) Supervised Learning Methods: Classification Methods: Regression Methods Multiple Linear Regression Logistic Regression Ordered Logistic and Ordered Probit Regression Models Multinomial Logistic Regression Model Poisson and Negative Binomial Regression Models Bayesian Classification Naïve Bayes Method k Nearest Neighbors Decision Trees ID3 (Iterative Dichotomiser 3) C4.5 and C5.0 CART (Classification and Regression Trees) Scalable Decision Tree Techniques Neural Network-Based Methods Back Propagation Neural Network Supervised Learning Bayes Belief Network Rule-Based Methods Generating Rules from a Decision Tree Generating Rules from a Neural Net Generating Rules without Decision Tree or Neural Net Support Vector Machine AdaBoost (Adaptive Boosting) XGBoost GBM Ensemble Methods Bagging and Boosting Random Forest RainForest Fuzzy Set and Rough Set Methods Unsupervised Learning Methods: Clustering Methods: Partition Based Methods Squared Error Clustering K-Means Clustering (Centroid-Based Technique) K-Medoids Method (Partition Around Medoids, Representative Object-Based Technique) Bond Energy Hierarchical Methods Agnes(Agglomerative vs. Divisive Hierarchical Clustering) BIRCH (Balanced Iterative Reducing and Clustering Using Hierarchies) Chameleon (Hierarchical Clustering using Dynamic Modeling) CLARANS (Clustering Large Applications Based Upon Randomized Search) CURE (Clustering Using REpresentatives) Density Based Methods DBSCAN (Density Based Spatial Clustering of Applications with Noise, Density Based Clustering Based on Connected Regions with High Density) OPTICS (Ordering Points to Identity the Clustering Structure) DENCLUE (DENsity Based CLUstEring, Clustering Based on Density Distribution Functions) Grid-Based Methods STING (Statistical Information Grid) CLIQUE (Clustering In QUEst, An Apriori-like Subspace Clustering Method) Probabilistic Model Based Clustering Clustering Graph and Network Data (For Example, Social Networks) Self-Organized Map Technique Evaluation and Performance Measurement of Clustering Methods Assessing Clustering Technology Determining the Number of Clusters Measuring Clustering Quality Association Rule Mining Evolution Based Methods: Genetic Algorithms Applications: Data Mining Applications for Business Intelligence and Analytics Text Mining Spatial Mining Temporal Mining Web Mining Others: Over fitting and Under fitting issues Outliers Performance Evaluation and Measurement Confusion Matrix ROC (Receiver Operating Characteristic) AUC (Area Under the Curve) Data Mining Tools XLMiner RapdiMiner Weka NodeXL TensorFlow

This question was posted on order ID 11***

Struggling to find relevant content? Order a custom essay on
Data Mining Applications in Business and Analytics | Get Solution Now
Let our experts save you the hassle
Order Now
Calculate the price
Make an order in advance and get the best price
Pages (550 words)
$0.00
*Price with a welcome 15% discount applied.
Pro tip: If you want to save more money and pay the lowest price, you need to set a more extended deadline.
We know how difficult it is to be a student these days. That's why our prices are one of the most affordable on the market, and there are no hidden fees.

Instead, we offer bonuses, discounts, and free services to make your experience outstanding.
How it works
Receive a 100% original paper that will pass Turnitin from a top essay writing service
step 1
Upload your instructions
Fill out the order form and provide paper details. You can even attach screenshots or add additional instructions later. If something is not clear or missing, the writer will contact you for clarification.
Pro service tips
How to get the most out of your experience with GPA Fix
One writer throughout the entire course
If you like the writer, you can hire them again. Just copy & paste their ID on the order form ("Preferred Writer's ID" field). This way, your vocabulary will be uniform, and the writer will be aware of your needs.
The same paper from different writers
You can order essay or any other work from two different writers to choose the best one or give another version to a friend. This can be done through the add-on "Same paper from another writer."
Copy of sources used by the writer
Our college essay writers work with ScienceDirect and other databases. They can send you articles or materials used in PDF or through screenshots. Just tick the "Copy of sources" field on the order form.
Testimonials
See why 20k+ students have chosen us as their sole writing assistance provider
Check out the latest reviews and opinions submitted by real customers worldwide and make an informed decision.
Business and administrative studies
GREAT
Customer 452813, June 30th, 2022
Social Work and Human Services
Great Work!
Customer 452587, November 2nd, 2021
Human Resources Management (HRM)
Thank you
Customer 452531, May 19th, 2021
Business and administrative studies
GOOD
Customer 452813, June 30th, 2022
English 101
The paper was late. However, it was excellent quality.
Customer 452561, July 2nd, 2021
Psychology
Good mastery of ABA concepts. Excellent!
Customer 452469, May 14th, 2022
Criminal Justice
always great!
Customer 452465, February 23rd, 2021
Psychology
Thanks so very much. The paper is well-researched and adequately referenced. You have been of great help during the pandemic!
Customer 452467, January 31st, 2021
Nursing
Great work! Thank you so much.
Customer 452707, July 15th, 2022
Social Work and Human Services
Great Work!
Customer 452587, October 13th, 2021
Education
Thank you so much
Customer 452631, October 5th, 2021
Nursing
Thank you for helping with my assignment.
Customer 452707, July 8th, 2022
11,595
Customer reviews in total
96%
Current satisfaction rate
3 pages
Average paper length
37%
Customers referred by a friend
OUR GIFT TO YOU
15% OFF your first order
Use a coupon FIRST15 and enjoy expert help with any task at the most affordable price.
Claim my 15% OFF Order in Chat