Give an example of how specific clustering methods can be integrated, for example, where one clustering algorithm
Question:
Give an example of how specific clustering methods can be integrated, for example, where one clustering algorithm is used as a preprocessing step for another. In addition, provide reasoning as to why the integration of two methods may sometimes lead to improved clustering quality and efficiency.
Fantastic news! We've Found the answer you've been seeking!
Step by Step Answer:
Answer rating: 80% (5 reviews)
Different clustering algorithms often have their own strengths and weaknesses They can be integrated in various ways to overcome those weaknesses and ...View the full answer
Answered By
Hassan Imtiaz
The following are details of my Professional Experience. Responsibilities Eight years of demanding teaching experience in the field of finance and business studies at Master’s Level. Completion of the given tasks within given time with quality and efficiency. Marketing professional with practical experience in and solid understanding of a diverse range of management applications, including market analysis, sales and marketing, team building and quality assurance. I have excellent skills to approach deal and sustain corporate clients / customers by demonstrating not only extraordinary communication and interpersonal skills but also high caliber presentation, negotiation and closing skills. Manage and follow up the day-to-day activities. Manage and co-ordinate the inventories. Fulfillment of all the tasks assigned.
The following are details of my Areas of Effectiveness. Finance 1. Corporate Finance 2. Advanced Corporate Finance 3. Management of Financial Institutions 4. International Financial Management 5. Investments 6. Fixed Income 7. Real Estate Investment 8. Entrepreneurial Finance 9. Derivatives 10. Alternative Investments 11. Portfolio Management 12. Financial Statement Analysis And Reporting (US GAAP & IFRS) 13. International Financial Markets 14. Public Finance 15. Personal finance 16. Real estate 17. Financial Planning Quantitative Analysis 1. Time Value Of Money 2. Statistics 3. Probability Distribution 4. Business Statistics 5. Statistical Theory and Methods Economics 1. Principles of Economics 2. Economic Theory 3. Microeconomic Principles 4. Macroeconomic Principles 5. International Monetary Economics 6. Money and Banking 7. Financial Economics 8. Population Economics 9. Behavioral Economics International Business 1. Ethics 2. Business Ethics 3. An introduction to business studies 4. Organization & Management 5. Legal Environment of Business 6. Information Systems in Organizations 7. Operations Management 8. Global Business Policies 9. Industrial Organization 10. Business Strategy 11. Information Management and Technology 12. Company Structure and Organizational Management Accounting & Auditing 1. Financial Accounting 2. Managerial Accounting 3. Accounting for strategy implementation 4. Financial accounting 5. Introduction to bookkeeping and accounting Marketing 1. Marketing Management 2. Professional Development Strategies 3. Business Communications 4. Business planning 5. Commerce & Technology Human resource management 1. General Management 2. Conflict management 3. Leadership 4. Organizational Leadership 5. Supply Chain Management 6. Law 7. Corporate Strategy Creative Writing 1. Analytical Reading & Writing Other Expertise 1. Risk Management 2. Entrepreneurship 3. Management science 4. Organizational behavior 5. Project management 6. Financial Analysis, Research & Companies Valuation 7. And any kind of Excel Queries
4.80+
150+ Reviews
230+ Question Solved
Related Book For
Data Mining Concepts And Techniques
ISBN: 9780128117613
4th Edition
Authors: Jiawei Han, Jian Pei, Hanghang Tong
Question Posted:
Students also viewed these Computer science questions
-
Before you begin this assignment, be sure you have read the UMUC Family Clinic Case Study below and your Week 1 and Week2 syllabus readings, which discuss EHR functionality and Process...
-
KYC's stock price can go up by 15 percent every year, or down by 10 percent. Both outcomes are equally likely. The risk free rate is 5 percent, and the current stock price of KYC is 100. (a) Price a...
-
Planning is one of the most important management functions in any business. A front office managers first step in planning should involve determine the departments goals. Planning also includes...
-
An impure sample (0.70 g) of potassium carbonate (K2CO3) is dissolved in enough water to make 200.0 mL of solution A. A 20.00 mL aliquot of solution A is taken and put into an Erlenmeyer flask. To...
-
A cable passes around three 2-in.-radius pulleys and supports two blocks as shown. Pulleys C and E are locked to prevent rotation, and the coefficients of friction between the cable and the pulleys...
-
During the current year, Juan, a single individual, has AGI of $124,000 before taking into account any passive activity losses. He also actively participates and owns 100% of activity A, which is a...
-
A paired difference experiment yielded nd pairs of observations. In each case, what is the rejection region for testing Ha : md 6 5? a. nd = 8, a = .005 b. nd = 17, a = .01 c. nd = 21, a = .05 d. nd...
-
What type of research studies lend themselves to the use of e-mail for survey research? What are the advantages and disadvantages of using e-mail?
-
Lower - of - Cost - or - Market Stalberg Company's beginning inventory and purchases during the fiscal year ended December 3 1 , 2 0 - - , were as follows: Units Unit Price Total Cost Jan. 1...
-
Clustering is recognized as an important data mining task with broad applications. Give one application example for each of the following cases: a. An application that uses clustering as a major data...
-
Present conditions under which density-based clustering is more suitable than partitioning-based clustering and hierarchical clustering. Give application examples to support your argument.
-
Most economists assume that firms always act to maximize profit. What does the theory of asymmetric information have to say about that?
-
For the data in Problem 42, how would you predict demand for medical kits using (a) moving averages and (b) exponential smoothing (with alpha values equal to 0.5 and greater) for the 21st week? Data...
-
For a light ray that crosses the interface between medium 1 having index of refraction \(n_{1}\) and medium 2 having index of refraction \(n_{2}\), what relationship between \(\theta_{1}\) and...
-
The atmosphere of the planet Venus is almost entirely composed of carbon dioxide (about 96.5 % carbon dioxide). The carbon dioxide on Venus might be in equilibrium with carbonate ions in minerals on...
-
Seniority quantum numbers typically measure how many fermions are in some sense "not paired" with another fermion. For the quasispin model of Problem 31.3 , define the Racah seniority $v$ through...
-
(a) Place a perfectly conducting sphere with radius a in a uniform electric field E 0 and let an origin centered electric dipole field represent the field produced by the sphere. Use this information...
-
Use the given sample data and degree of confidence to construct the interval estimate of the population proportion p. n = 5200, x = 1024, 98% confidence
-
Write the binomial probability in words. Then, use a continuity correction to convert the binomial probability to a normal distribution probability. P(x 110)
-
Suppose X has an exponential distribution with = 2. Determine the following: (a) P(x < 0) (b) P(X > 2) (c) P(X < 1) (d) P(1) < X < 2) (e) Find the value of x such that P(X < x) = 0.05.
-
Suppose X has an exponential distribution with mean equal to 10.Determine following: (a) P(X > 10) (b) P(X > 20) (c) P(X > 30)
-
Suppose the counts recorded by a Geiger counter follow a Poisson process with an average of two counts per minute. (a) What is the probability that there are no counts in a 30- second interval? (b)...
-
Regarding research and experimental expenditures, which of the following are not qualified expenditures? 3 a. costs of ordinary testing of materials b. costs to develop a plant process c. costs of...
-
Port Ormond Carpet Company manufactures carpets. Fiber is placed in process in the Spinning Department, where it is spun into yarn. The output of the Spinning Department is transferred to the Tufting...
-
Oct. 31: Paid salaries, $45,000 ( 75% selling, 25% administrtive). Data table Data table them to retail stores. The company has three inventory items: and floor lamps. RLC uses a perpetual inventory...
Study smarter with the SolutionInn App