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Data Mining Cluster Analysis: Basic Concepts and Algorithms Lecture Notes for Chapter 8 Introduction to Data Mining pot

Data Mining Cluster Analysis: Basic Concepts and Algorithms Lecture Notes for Chapter 8 Introduction to Data Mining pot

... Original Points K-means Clusters One solution is to use many clusters Find parts of clusters, but need to put together © Tan,Steinbach, Kumar Introduction to Data Mining 43 Overcoming K-means Limitations ... is closer (or more similar) to one or more other points in the cluster than to any point not in the cluster contiguous clusters © Tan,Steinbach, Kumar Introduction to Data Mining 13 Types of Clusters: ... the proximities between points – Clustering is equivalent to breaking the graph into connected components, one for each cluster – Want to minimize the edge weight between clusters and maximize...

Ngày tải lên: 15/03/2014, 09:20

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Tài liệu The Insider’s Guide to PR: Chapter 8 USEFUL ADDRESSES, COURSES AND WEB LINKS pptx

Tài liệu The Insider’s Guide to PR: Chapter 8 USEFUL ADDRESSES, COURSES AND WEB LINKS pptx

... links to sites “dedicated to helping you deliver better, faster and less-expensive online PR” UK Press (www.ukpress.org) Online forum for members of the press and PR people who wish to discuss topics ... (www.powerreporting.com) US site dedicated to providing research resources for journalists, updated daily and allowing them to find people and companies, check facts, subscribe to news alerts and plan training ... those in and looking to get into the communications industry (PR, marketing, design, new media etc) Foresight (www.fifi.co.uk) UK subscription service allowing PR professionals to search for opportunities...

Ngày tải lên: 23/12/2013, 00:15

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A Practical Guide to Particle Counting for Drinking Water Treatment - Chapter 8 ppt

A Practical Guide to Particle Counting for Drinking Water Treatment - Chapter 8 ppt

... minimum to signal -to- noise ratio is necessary for preventing extraneous counts in the lowest size range If the “noise” level becomes too close to the lowest comparator threshold, the comparator will ... comparator input stage The more complex approach involves analog -to- digital (A/D) conversion Voltage Comparator A comparator is simply a small circuit that “compares” an input signal to a fixed ... are designed to operate (For those interested in the electronic reasons, the bandwidth limitations are primarily due to the capacitance of the photodetector The impedance of a capacitor varies...

Ngày tải lên: 18/06/2014, 19:20

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NETWORK+ GUIDE TO NETWORKS, FOURTH EDITION - CHAPTER 8 doc

NETWORK+ GUIDE TO NETWORKS, FOURTH EDITION - CHAPTER 8 doc

... connecting to a NOS Network+ Guide to Networks, 4e Client/Server Communication (continued) • To expedite access to directories whose files are frequently required, map a drive to that directory • ... Allow remote users to connect to a network – Allow users to connect to other networks – Back up data and make sure it’s always available Network+ Guide to Networks, 4e Introduction to Network Operating ... Enabling clients to connect to the network Allowing clients to share resources Managing clients’ access to shared resources Facilitating communication between clients Network+ Guide to Networks,...

Ngày tải lên: 27/06/2014, 05:20

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LUYỆN ĐỌC TIẾNG ANH QUA TÁC PHẨM VĂN HỌC-JOURNEY TO THE CENTER OF THE EARTH -JULES VERNE- CHAPTER 8 pot

LUYỆN ĐỌC TIẾNG ANH QUA TÁC PHẨM VĂN HỌC-JOURNEY TO THE CENTER OF THE EARTH -JULES VERNE- CHAPTER 8 pot

... dear torailway companies I had no time to get tired of the monotony; for in three hours westopped at Kiel, close to the sea The luggage being labelled for Copenhagen, we had no occasion to lookafter ... surprised at his energy To him it seemed a verysimple thing to go to Iceland, as that was his business; but to myuncle it was sublime The worthy captain took advantage of hisenthusiasm to charge double ... Professor's attention Starting from the topof the tower, an external staircase wound around the spire, thespirals circling up into the sky "Let us get to the top," said my uncle "I shall be dizzy,"...

Ngày tải lên: 01/07/2014, 14:20

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10 Minute Guide to Investing in Stocks Chapter 8 docx

10 Minute Guide to Investing in Stocks Chapter 8 docx

... of stocks and the markets, brokers are the only ones legally permitted to buy and sell stock, so they've got a lock on the market Like it or not, you've got to use a broker or brokerage firm to ... be wrong? Did the stockbroker mention that the reason you should buy XYZ Company stock is also because he or she needs to sell a certain amount of XYZ Company's stock in order to retain his or ... brokers and brokerages were left to their own devices to determine how much their services were worth, and investors were finally free to decide how much they were willing to pay That, coupled with...

Ngày tải lên: 01/07/2014, 21:20

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Introduction to Probability - Chapter 8 docx

Introduction to Probability - Chapter 8 docx

... would be perceived to happen in fixed ratios and according to a constant law of alternation, so that even in the most accidental and fortuitous occurrences we would be bound to recognize, as it ... and, so to speak, a certain fate I now know whether Plato wished to aim at this in his doctrine of the universal return of things, according to which he predicted that all things will return to their ... binomial(n, p, x) to compute the exact probability that you estimated in Exercise Compare the two results Write a program to toss a coin 10,000 times Let Sn be the number of heads in the first n tosses Have...

Ngày tải lên: 04/07/2014, 10:20

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A Companion to the History of Economic Thought - Chapter 8 ppsx

A Companion to the History of Economic Thought - Chapter 8 ppsx

... Francis Baring (1797) and Thornton Secondly, as Thornton pointed out, even had the Bank confined itself to “real bills,” the transactions to which they related had to take place at some absolute ... note issue sufficiently to permit a return to convertibility of its notes into gold The Anti-Bullionists, by contrast, argued that the Bank’s note issue was simply responding to “the needs of trade” ... argument neglected transfer earnings: to grow one crop, land had to be paid sufficient to prevent it being used for another crop The cost of the land did enter into the cost of production when where...

Ngày tải lên: 06/07/2014, 02:20

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From Individuals to Ecosystems 4th Edition - Chapter 8 pdf

From Individuals to Ecosystems 4th Edition - Chapter 8 pdf

... is either a competitor or a predator of desirable species (for example food crops), and we are either predators of the pest ourselves or we manipulate its natural predators to our advantage (biological ... low numbers of both species towards the bottom left, high numbers of both species towards the top right, and so on Certain combinations of N1 and N2 will give rise to increases in species and/or ... fugitive species tends to be the first to colonize gaps; it establishes itself, and it reproduces The other species tends to be slower to invade the gaps, but having begun to so, it outcompetes...

Ngày tải lên: 06/07/2014, 13:20

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Chapter 052. Approach to the Patient with a Skin Disorder (Part 8) pptx

Chapter 052. Approach to the Patient with a Skin Disorder (Part 8) pptx

... is designed to document sensitivity to a specific antigen In this procedure, a battery of suspected allergens is applied to the patient's back under occlusive dressings and allowed to remain in ... Granulomas often have an opaque to transparent, brown-pink "apple jelly" appearance on diascopy Figure 52-11 Urticaria Discrete and confluent, edematous, erythematous papules and plaques are characteristic ... characteristic coral pink color, and wounds colonized by Pseudomonas to appear pale blue Tinea capitis caused by certain dermatophytes such as Microsporum canis or M audouini exhibits a yellow...

Ngày tải lên: 06/07/2014, 20:20

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Chapter 077. Approach to the Patient with Cancer (Part 8) potx

Chapter 077. Approach to the Patient with Cancer (Part 8) potx

... the motor center responsible for coordinating the secretory and muscle contraction activity that leads to emesis Diverse receptor types participate in the process, including dopamine, serotonin, ... be related to bowel inflammation from the therapy and can be controlled with oral dexamethasone and oral metoclopramide, a dopamine receptor antagonist that also blocks serotonin receptors at high ... histamine, opioid, and acetylcholine receptors The serotonin receptor antagonists ondansetron and granisetron are the most effective drugs against highly emetogenic agents, but they are expensive...

Ngày tải lên: 07/07/2014, 01:20

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Chapter 115. Approach to the Acutely Ill Infected Febrile Patient (Part 8) ppt

Chapter 115. Approach to the Acutely Ill Infected Febrile Patient (Part 8) ppt

... lower respiratory tract symptoms Watery diarrhea may develop and may precede respiratory symptoms Dyspnea develops a median of days after the onset of symptoms and can progress to respiratory distress ... influenza should be considered in patients with severe respiratory tract illness, particularly if they have been exposed to poultry To date, human -to- human transmission is rare Patients present with high ... with exposure to rodents Patients present with a nonspecific viral prodrome of fever, malaise, myalgias, nausea, vomiting, and dizziness that may progress to pulmonary edema and respiratory failure...

Ngày tải lên: 07/07/2014, 04:20

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Introduction to ENVIRONMENTAL TOXICOLOGY Impacts of Chemicals Upon Ecological Systems - CHAPTER 8 pdf

Introduction to ENVIRONMENTAL TOXICOLOGY Impacts of Chemicals Upon Ecological Systems - CHAPTER 8 pdf

... estimated to be about 250 to 300 µg/day, toxicity symptoms are manifested Cadmium intakes of Japanese farmers suffering from the widely known “itai-itai” disease were reported to be from 600 to 1000 ... Provisional Tolerable Weekly Intake (PTWI) of 3000 mg, approximately 500 mg/day Only one-half of this amount appears to be safe for children About to 15% of ingested Pb is absorbed This amounts to 15 to ... favoring its uptake Tobacco plants have been shown to absorb high levels of Cd from the soil (Bache 1985) Phytotoxicity of Cd is manifested by stunting, chlorosis, reduction in photosynthesis, wilting,...

Ngày tải lên: 10/08/2014, 20:20

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EMERGENCY RESPONSE TO CHEMICAL AND BIOLOGICAL AGENTS - CHAPTER 8 ppsx

EMERGENCY RESPONSE TO CHEMICAL AND BIOLOGICAL AGENTS - CHAPTER 8 ppsx

... located in Hamilton, Burlington, Toronto, and London About 30 minutes after the start of the Plastimet fire, TEAM-1 was asked by the Hamilton-Wentworth Region to respond “Our main goal was to recover ... streets to control the dust caused Times Beach to become a ghost town Dioxin is known to be a carcinogen The Firefighters Handbook of Hazardous Materials lists its toxicity for lungs and toxicity ... went into the storm sewer system and allowed for direct discharge into the harbor The other 50% went into the sanitary sewer system and to the sewer plant The amount recovered compared to the...

Ngày tải lên: 11/08/2014, 06:22

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Mercury Hazards to Living Organisms - Chapter 8 pdf

Mercury Hazards to Living Organisms - Chapter 8 pdf

... toxicity to larvae of dungeness crab, Cancer magister, to levels below the LC50 (96 h) value of 6.6 µg Hg/L; however, moderate selenium values of 0.01 to 1.0 mg/L tended to decrease mercury toxicity ... with aggressiveness toward cohorts; time from onset to remission was usually to days, but sometimes extended to days Coturnix poisoned by methylmercury appeared normal until to days posttreatment; ... stages, coturnix lost locomotor coordination and did not recover; in mild to moderate clinical signs, recovery usually took at least week (Hill, 1981) Mercury toxicity to birds varies with the form...

Ngày tải lên: 11/08/2014, 20:21

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Introduction to Smart Antennas - Chapter 8 potx

Introduction to Smart Antennas - Chapter 8 potx

... particular direction (usually toward the receiver) to increase the received signal -to- noise ratio (SNR) Narrow antenna beams also reduce interference, improving signal to interference noise ratio ... space combining where the N × space-only vector w is applied to the N × vector of signals at the receive antenna elements (a single complex weight assigned to each antenna) resulting in the usual ... solutions to exist [26] Therefore, it is of great importance that the space-time filter to have large number of time taps K (degrees of freedom) to allow for ISI suppression An obvious selection is to...

Ngày tải lên: 13/08/2014, 02:21

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Mechanisms and Mechanical Devices Sourcebook - Chapter 8

Mechanisms and Mechanical Devices Sourcebook - Chapter 8

... output shaft to be coaxial with respect to the input shaft Output to input speed ratios are from to to to 5, and the drive’s efficiency can reach 92% Small ball and disk drives are rated to hp, and ... solution to this problem is to feed the power of two motors of equal rating into a planetary gear drive Power supply Each of the motors is selected to supply half the required output power to the ... elastomeric bearing onto the drive shaft Then, with the help of an alignment tool, the ring spur gear is pressed onto the inner elastomeric bearing The outer elastomeric bearings are ground to...

Ngày tải lên: 22/10/2012, 14:26

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 8 yếu tố chính trong việc thiết kế một bao bì thành công

8 yếu tố chính trong việc thiết kế một bao bì thành công

... nhiên không thiếu bao bì không xem trọng chức Bao bì phải thiết kế bảo vệ sản phẩm bên cách an to n Người ta ưa thích dùng bao bì kín hút chân không để giúp cho sản phẩm để lâu Bao bì dành cho ... kiện sử dụng sản phẩm Bao bì phải thích hợp với việc treo trưng bày kệ bán hàng, dễ dàng để hộp carton Bao bì dành cho thức ăn phải để vào tủ lạnh vừa vặn không tốn không gian Bút viết dành cho trẻ...

Ngày tải lên: 22/10/2012, 16:48

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