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A set of integers {11, 22, 3, 12, 1, 23, 21, 13, 2} is given. a. Partition this given integer set into three clusters using K-means clustering, with the following criteria: i. The distance metric is Euclidean distance. ii. The initial means for the three clusters are 1, 2 and 3 respectively (i.e. initial mean for cluster 1 is 1, initial mean for cluster 2 is 2 and that for cluster 3 is 3). iii. The algorithm terminates when the means converge (i.e. the means are identical to those at the last iteration). Show clearly all the steps by giving the mean and its members for each cluster at every iteration. (3 marks) b. If condition (ii) is changed in the sense that the initial means can be selected arbitrarily, then is it possible to yield clusters better than those obtained in (a)? If yes, suggest the best clusters (no need to show the steps). What can we say about the K-means algorithm from this?
Explain specific challenges of facing the designer, specifically with regard to limitations of hardware, software and interface design two paragraph each.
How can information Technology support a company's business processes and decision making and give it competitive advantage? Give examples to illustrate your answer.
Use the DOQ-IT resource "A Systems Approach to Operational Redesign Workbook," referenced in the unit 8 slides as a guide for completing the activity.
Amusement Park System
For your first assignment, download the linked file below. This is a .cpp file of the game Tic-Tac-Toe. Unzip the file, and run the game. Play a few games and begin to analyze the artificial intelligence that is currently programmed. Then, rev..
Is Web search a database query? Explain your answer.
Create pseudo code for the following: Read base price. Tax is given at rate of 8.5%. If base price is over 20,000 then you should pay the extra luxury tax of 2% on base price.
Write out that induction proof explicitly, and also show explicitly how the invariant implies that the greedy satis?ability algorithm is correct.
a two-dimensional array is nothing more than the arrangement of a group of variables along a grid. Each variable occupies a specific row and column
1. The essence of software assurance lies in following good software engineering procedure. Specifically, how does that procedure aid security?
In what ways does IT planning help managers exercise control in a situation? Does IT impact the truck driver of a company who delivers supplies to its customer?
Based on the Vosevich (2012) article, what software must be considered to provide adequate security and risk management across the enterprise?
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