Mining Changes for Real-Life Applications Bing Liu‚ Wynne Hsu‚ Heng-Siew Han and Yiyuan Xia School of Computing National University of Singapore 3 Science Drive 2 Singapore 117543 {liub‚ whsu‚ xiayy}@comp.nus.edu.sg Abstract. Much of the data mining research has been focused on devising techniques to build accurate models and to discover rules from databases. Relatively little attention has been paid to mining changes in databases collected over time. For businesses‚ knowing what is changing and
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Topics‚ themes and concepts that change over time 1) American expansion and the westward movement - Within existing borders 2) American foreign policy a) Isolationism b) America becomes world power c) Cold war conflicts and events d) America – The remaining super power 3) American literature that promoted political‚ economic‚ and social change or in some other way had a profound effect on the nation -Thomas Paine’s ‘Common Sense’ is published – Jan. 10‚ 1776 -Declaration of Independence
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Henon attractor application in real life The Henon map is one of the many 2-Dimensional maps. There are at least two maps known as Henon map. One of which is the 2-D dissipative quadratic map‚ given by the following X and Y equations that produce a fractal made up of strands [3] : xn+1 = 1 - axn2 + byn yn+1 = xn The Henon map can also be written in terms of a single variable with two time delays‚ Since the second equation above can be written as yn = xn-1: xn+1 = 1 - axn2 + bxn-1
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According to (Bateman & Snell) scientific management approach advocated the application of scientific methods to analyze work and to determine how to complete production efficiently. Organizations today can use Taylor’s scientific management to streamline their roles within an organization. Develop and train people to be subject matter experts‚ this will in turn put the right people in the right job. The downside to this though is that people may lose interest in their jobs‚ become bored‚ thus
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individuality. In past generations manhood was easily defined because of a status quo. However‚ this concept of what our elders used to consider as being a man has been so distorted in society eyes because of many personal options that have affected our everyday life. To each man who seeks their individuality manhood has taken on complex attributes and no large groups of people believe or will stand for the same things. Therefore I believe that being a man means that I must not only have my own opinions‚ but
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"The Qur ’an does it shape the life of an everyday Muslim?" Unlike many other religions Islam makes very little distinction between the spiritual and the secular parts of life. Islam means submission to the way of God and this can be seen in the way in which the vast majority of Muslims lead their daily lives through close adherence to the Qur ’an and the teachings of the Prophet. Muslim society is ideological in that the followers of the faith are making a commitment to follow God and to
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Game Theory (Strategic Thinking in Everyday Life) Have you ever been faced with having to live with a decision you made knowing that had you taken the time to analyze the outcomes you may have made a more intelligible choice? Most likely the answer to that question was "yes". After all that is more - or - less is what life is about‚ a series of choices and the outcomes we are faced to live with as a result of our decisions. Well your probably asking yourself "What does this obvious statement
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Many people in this world live with illnesses‚ diseases‚ and disorders. For some it affects their everyday lives. Approximately 47 million people are living with the illness called dementia. Dementia can affect everyday aspects of life and can be prevented if you know how to treat it correctly. Dementia delineates a group of symptoms affecting one’s memory‚ thinking‚ and social abilities. Dementia is considered a group of symptoms affecting abilities rather than a specific disease. There are both
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JAPANESE GOVERNMENT (MONBUKAGAKUSHO: MEXT) SCHOLARSHIP FOR 2013 YOUNG LEADERS’ PROGRAM (LAW) I. OUTLINE 1. General Objectives of the YLP The Young Leaders’ Program (YLP) aims to contribute to the fostering of future national leaders in Asian countries by providing graduate level educational opportunities in Japan. Moreover‚ the YLP seeks to deepen participants’ awareness and understanding of Japan and to help form a regional network among national leaders that contributes to the establishment
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World War I: The Life of Berliners Belinda J. Davis‚ the author of the book‚ Home Fires Burning: Food‚ Politics‚ and Everyday Life in World War I Berlin‚ wrote a compelling account about the women in Berlin fighting against the government for not providing enough food before and after World War I. Davis traced through each piece of the women’s life from the patterns of influence among the women‚ the press‚ the police‚ and higher government officials‚ to demonstrating the substantial efforts of
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