2.1 Assuming that data mining techniques are to be used in the following cases‚ identify whether the task required is supervised or unsupervised learning. a. Supervised-Deciding whether to issue a loan to an applicant based on demographic and financial data (with reference to a database of similar data on prior customers). b. Unsupervised-In an online bookstore‚ making recommendations to customers concerning additional items to buy based on the buying patterns in prior transactions. c. Supervised-Identifying
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Text mining is the discovery of patterns and relationships from large sets of unstructured data—the kind of data we generate in e-mails‚ phone conversations‚ blog postings‚ online customer surveys‚ and tweets. The mobile digital platform has amplified the explosion in digital information‚ with hundreds of millions of people calling‚ texting‚ searching‚ “apping” (using applications)‚ buying goods‚ and writing billions of e-mails on the go. Consumers today are more than just consumers: they
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computer-aided tasks are becoming an increasingly popular trend nowadays. The first generation of computers dates back to as early as the 1940 ’s. The computers of that time however proved to be a hassle just to run and maintain it to be of any use to businesses of the times. It was very huge‚ extremely sluggish and slow but worst of all‚ it was very expensive to build one (Take note that computers aren ’t commercially sold yet at the time). Not to mention its maintenance and running costs. Computers
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Secure Data mining in Cloud Computing U.Venkateshwarlu #1 #1 M.Tech‚Computer Science and Engineering ‚ JNTUH Hyderabad‚ AP‚ INDIA 1 uvenkatesh905@gmail.com Puppala Priyanka *2 2 M.Tech‚Computer Science and Engineering ‚ JNTUH Hyderabad‚ AP‚ INDIA 2 priya.puppala9@gmail.com Abstract— Data mining techniques are very important in the cloud computing paradigm. The integration of data mining techniques with Cloud computing allows the users to extract useful information from a data warehouse
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A Case-Based Retrieval System for Diabetic Patients Therapy Stefania Montani 1 Riccardo Bellazzi1 ‚ Luigi Portinale 2 Stefano Fiocchi 3 and Mario Stefanelli1 ‚ ‚ Abstract. We propose a decision support tool based on the Case Based Reasoning technique‚ meant to help physicians in the retrieval of past similar cases‚ able to provide a suggestion about the revision of diabetic patients’ therapy scheme. A case is defined as a set of features collected during a visit. A taxonomy of prototypical
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Interdependence is being mutually supportive of one another. Employing interdependence is truly necessary for academic success because no student is perfect and everyone needs support. In a culture where asking for help is often seen as failure‚ it’s crucial to know that you won’t be able to succeed in college‚ alone. A part of success is admitting you are weak in one area but somebody else can complete that tasks well. My score for Employing Interdependence was 51‚ meaning I sometimes engage in interdependence
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The benefits and drawbacks of employing both young and old workers Work development is influenced by several factors such as experiences‚ incentives and work environment. Today‚ ageism is very common in workplace which implies treating employees in a different and unequal manner because of their age. Some companies nowadays effectively seek elderly employees for their experiences‚ while others believe that bring new blood is essential to the progress of work. This essay will discuss the benefits
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How Market Structures Determine the Pricing and Output of Businesses Introduction There are several different market structures in which organisations can operate. The type of structure will influence a company’s behaviour and the level of profits it can generate. The structure of a market refers to the number of businesses in a market‚ their market shares and other features which affect the level of competition in the market. Structures are classified in term of the presence or absence of competition
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Arrangement Process Basic Black Corporation uses a combination of e-mails and telephone calls to make travel arrangements for its on site and regional branch employees. The procedure currently in place for travel arrangements is outlined in Figure 1. |Figure 1 | | | |
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BUSINESS: EMPLOYING PEOPLE. 1. From the information provided it seems that the business uses a private ltd structure. 2. Employment on a permanent basis means that the employee has the job securely with no end date or contract renewal‚ on the other side of this style of employment is temporary employment‚ meaning the employer hires the worker for a set period of time such as Christmas or summer time. Both methods of employment have their pro’s and con’s‚ however‚ the main benefits of permanent
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