Question: Find an academic paper published in 2 0 2 1 or later ( based on online or print publication date ) discussing a real -
Find an academic paper published in or later based on online or print publication date discussing a reallife
application of data analytics. It is important that the dataset analysed in the paper consists of reallife
not artificial data. The publication outlets in which to look for a suitable paper are:
Management Science
Operations Research
INFORMS Journal on Computing
INFORMS Journal on Applied Analytics
Journal of Machine Learning Research
European Journal of Operational Research
Production and Operations Management
Manufacturing & Service Operations Management
ICDM The IEEE International Conference on Data Mining
NeurlPS Conference on Neural Information Processing Systems
KDD ACM SIGKDD Conference on Knowledge Discovery and Data Mining
The other journals which are not on the list are not acceptable.
Once you have found an appropriate paper, report the following in separate subsections:
Title, authors, and complete citation eg journal name, volumeissue year,
The data mining problem considered
The data mining techniques used
The results reported
A critical discussion of the model and results assumptions made, shortcomings, limitations
Apply the methodology you reviewed into the HMEQ dataset and report the analytic steps, model performance, and business implications.
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Solution Title authors and complete citation A DataDriven Approach to Predicting Successes and Failures of Clinical Trials Authors Zhenke Wu Tianxi Cai Tianxi Li Peter Szolovits and Jenna Wiens Citati... View full answer
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