HW1 - CSC 5800 : Intelligent Systems Homework 1 Due Date:...

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CSC 5800 : Intelligent Systems Homework 1 Due Date: September 22 nd , 2010 Total: 100 Points Problem 1. Discuss whether or not each of the following activities is a data mining task. If the answer is yes, then also specify which one of the following categories it will belong to : (i) classification (ii) association analysis (iii) clustering (iv) regression or (v) anomaly detection) (20 Points; 2.5 Points each) (a) Sorting a student database based on student identification numbers. (b) By looking at a CT scan, a doctor wants to identify if a patient has cancer or not. There are a lot of labeled CT scans that the doctor will use for making the decision. (c) An image analyst obtains some new images and wants to automatically detect the number of distinct objects in the image. He doesn’t have any prior information about these objects (d) Predicting the outcomes of tossing a (fair) pair of dice. (e) Predicting the future stock price of a company using historical records. (f) In an Internet search engine company, there is a need to find potential users who will
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HW1 - CSC 5800 : Intelligent Systems Homework 1 Due Date:...

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