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Course: CSI 703, Fall 2008
School: George Mason
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Word Count: 328

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703 CSI Assignment 8 Musaddeque Hossein SP 2007 Page 1 of 8 Glyphs Motor Trend Cars Mazda RX4 Wag Mazda RX4 Datsun 710 Hornet 4 Drive Hornet Sportabout Valiant Duster 360 Merc 240D Merc 230 Merc 280 Merc 280C Merc 450SE Merc 450SL Merc 450SLC Lincoln Continental Cadillac Fleetwood Chrysler Imperial Fiat 128 Honda Civic Toyota Corolla Dodge Challenger Toyota Corona AMC Javelin Camaro Z28 Pontiac...

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703 CSI Assignment 8 Musaddeque Hossein SP 2007 Page 1 of 8 Glyphs Motor Trend Cars Mazda RX4 Wag Mazda RX4 Datsun 710 Hornet 4 Drive Hornet Sportabout Valiant Duster 360 Merc 240D Merc 230 Merc 280 Merc 280C Merc 450SE Merc 450SL Merc 450SLC Lincoln Continental Cadillac Fleetwood Chrysler Imperial Fiat 128 Honda Civic Toyota Corolla Dodge Challenger Toyota Corona AMC Javelin Camaro Z28 Pontiac Firebird Fiat X1-9 Porsche 914-2 Lotus Europa Ford Pantera L Ferrari Dino hp drat wt Volvo 142E Maserati Bora qsec disp cyl mpg Section 1: Star examples from R CSI 703 Assignment 8 Musaddeque Hossein SP 2007 Page 2 of 8 Glyphs Motor Trend Cars Mazda RX4 Mazda RX4 Wag Datsun 710 Hornet 4 Drive Hornet Sportabout Valiant Duster 360 Merc 240D Merc 230 Merc 280 Merc 280C Merc 450SE Merc 450SL Merc 450SLC Lincoln Continental Cadillac Fleetwood Chrysler Imperial Fiat 128 Honda Civic Toyota Corolla Dodge Challenger Toyota Corona AMC Javelin Camaro Z28 Pontiac Firebird Fiat X1-9 Porsche 914-2 Lotus Europa Ford Pantera L disp cyl Ferrari Dino mpg qsec Maserati Bora Volvo 142E hp drat Section 2: Segment examples from R CSI 703 Assignment 8 Musaddeque Hossein SP 2007 Page 3 8 of Glyphs Mazda RX4 Mazda RX4 Wag Datsun 710 Hornet 4 Drive Hornet Sportabout Valiant Duster 360 Merc 240D Merc 230 Merc 280 Merc 280C Merc 450SE Merc 450SL Merc 450SLC Cadillac Fleetwood Lincoln Continental Chrysler Imperial Fiat 128 Honda Civic Toyota Corolla Toyota Corona Dodge Challenger AMC Javelin Camaro Z28 Pontiac Firebird Fiat X1-9 Porsche 914-2 Lotus Europa Ford Pantera L Ferrari Dino Maserati Bora Volvo 142E Section 3: Thin bar and profile glyphs CSI 703 Assignment 8 Musaddeque Hossein SP 2007 Page 4 of 8 Glyphs Hypersphere Page 4 Section 6: Profile glyphs CSI 703 Assignment 8 Musaddeque Hossein SP 2007 Page 5 of 8 Glyphs SVD Sorted Hypersurface Section 7: Color matrix and SVD...

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George Mason - CSI - 703
CSI 703 Assignment 12 Musaddeque HosseinSP 2007Page 1 of 3 Clusters and SubspacesScaled Conditional Entropy Original DataV12 0.87 0.87 0.87 0.87 0.98 0.98 0.98 0.99 0.99 0.99 0.99 0.99 0.99 0.99 0.87 V9 0.87 0.88 0.88 0.98 0.98 0.98 0.99 0.99
George Mason - CSI - 703
Scaled Gene mRNA Data Minimal Spanning Tree Sort: Rows and Columns MatricesCorrelations Data DissimaritiesCOLOR KEY Correlation: Data: Dissimilarity: 1.00 0.68 0.00 0.60 0.42 0.54 0.20 0.16 1.09 0.20 0.10 1.63 0.60 0.37 2.18 1.00 0.63 2.72
George Mason - CSI - 703
Scaled Gene mRNA Data Minimal Spanning Tree Sort: Rows and Columns MatricesCorrelations Data DissimaritiesCOLOR KEY Correlation: Data: Dissimilarity: -1.00 -0.68 0.00 -0.71 -0.49 0.39 -0.43 -0.31 0.78 -0.14 -0.12 1.17 0.14 0.07 1.55 0.43 0.25 1.94
George Mason - CSI - 710
CSI710 Scientific Databases Group 2 Solar System Cataloging Allen Harvey Musaddeque Hossein Nishant Mehta Oscar Olmedo J. Scott Thompson The 10 Questions 1.) How many NEOs are currently identified in the JPL database? 2.) Which specific NEOs pose t
George Mason - CSI - 710
CSI 710 Scientific Databases FALL 2006 FINAL EXAM Submitted By: Musaddeque HosseinPage 1 of 18Musaddeque HosseinCSI710 FinalFall 2006Please Note: Answers to this exam were based on the in class lecture slides and the textbook for the cours
George Mason - CSI - 722
CSI 722, Spring 2006Project 1Page 1 of 2Fig 1: Density change (100 iterations)Fig 2: Pressure change (100 iterations)CSI 722, Spring 2006Project 1Page 2 of 2Fig 3: Velocity change (100 iterations)
George Mason - CSI - 722
%= % plot the results from the FCT scheme % read data from the following files: % lowflux.out - low order flux solution % fctflux.out - limited high order solution % data in the files are arranged in the following columns: % column 1: elementid - seq
George Mason - CSI - 742
csi742 project 1 program outputeigen values and eigen vectors for linear elements subject set 1 and 2 conditions (output summary of diffusion.out)eigen vectors lambda 2 lambda 3 lambda 4 lambda 5 lambda 6 lambda 7 eigen vectors eigen vectors eigen
George Mason - CSI - 721
CSI721 Fall 2005Project 1 ResultsPage 1 of 2CSI721 Fall 2005Project 1 ResultsPage 2 of 2
George Mason - CSI - 721
% = % This file plots the output of potential flow solver % for a airflow over a parabolic arc. % CSI 721 project 1, Fall 2005 % Instructor: Professor Rainald Lohner % Musaddeque Hossein % Fall 2005 % Input file is called phi.out % V infini = 500 mph
George Mason - CSI - 721
CSI 721 Fall 2005Project 2Page 1 of 4Fig 1 Mesh domain triangular elements, airfoil at centerFig 2 Velocity Vectors at element nodesCSI 721 Fall 2005Project 2Page 1 of 4Fig 3 Velocity Vectors at airfoilFig 4 Velocity Vectors at
George Mason - CSI - 701
Musaddeque Hossein Assignment 3CSI 701 Spring 205 MATLAB Plot CodePage 1 of 1clear all; phi = load('/home/musa/csi701/classNotes/hw3/c701hw3_version1/phi.out') grid_size = size(phi); n = grid_size(1,2); m = grid_size(1,1); x=linspace(0.000000,2
George Mason - CSI - 701
Matrix Resolution (8,16)Matrix Resolution (64,96)Matrix Resolution (300,450)
George Mason - CSI - 701
Air Force Academy - ERTH - 350
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Air Force Academy - ERTH - 350
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Air Force Academy - ERTH - 350
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Air Force Academy - ERTH - 350
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Air Force Academy - ERTH - 350
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Air Force Academy - ERTH - 350
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JMU - BIOS - 295
THE SCIENTIFIC METHODI. Induction v. Deduction II. Theory III. Hypotheses IV. Operationalization V. The Scientific Method I. Induction v. Deduction *A. Induction: specific to general *My physician has an advanced degree and she makes lots of money.
JMU - BIOS - 295
THE LITERATURE REVIEWI. What is a literature review? II. How should literature reviews be done? III. Literature reviews in INTA 295 I. What is a literature review? A. Normal undergraduate term paper: GOAL: describe/analyze events or trends APPROACH:
JMU - BIOS - 295
Reliability & ValidityI. Reliability II. Validity III. Potential Tradeoff between Reliability & Validity I. Reliability *A. DEFINITION: *how well repeated observations yield same measurement result *B. ASSESSING RELIABILITY: *1] Test-Retest Reliabil
JMU - BIOS - 295
Research ApproachesI. Quantitative Approach II. Experimental Approach III. Qualitative Approach I. Quantitative Approach o A. LOGIC of CONTROL: include all relevant variables in the study measure all IVs and the DV examine correlation between DV and
JMU - BIOS - 295
Qualitative Secondary SourcesI. Primary v. Secondary Sources II. Facts, Ideas, and Words III. Verification of Secondary Sources I. Primary v. Secondary Sources *A. PRIMARY SOURCES *written records *oral records *works of art *"relics" *unpremeditate
JMU - BIOS - 295
The Basics of SamplingI. Types of Samples A. What is a sample? B. Haphazard Sampling C. Quota Sampling D. Probability Sampling II. Issues in Probability Sampling I. Types of Samples A. What is a sample? 1] CENSUS: collect information by examining e
JMU - BIOS - 295
Asking QuestionsI. Open-Ended Questions II. Closed-Ended Questions III. Question Order IV. Questionnaire Length V. The Importance of Pre-Testing I. Open-Ended Questions *EX: What do you think about the President? *A. STRENGTHS: *permit absolute free
JMU - BIOS - 295
Measuring Multidimensional Concepts in SurveysI. Indexes II. Scales A. Guttman Scales B. Likert Scales I. Indexes *A. TASK: How to create an ordinal measure of a multidimensional concept? *EX: how strongly does one believe in democracy? *B. SOLUTION
JMU - BIOS - 295
30 20 10 0 1 2 7 122218 6 2 6 0 73451 2 3 4 Descriptive Statistics 5 I. Frequency Distributions 6 II. Measures of Central Tendency 7III. Measures of DispersionI. Frequency Distributions Frequency the number of observed cases for each
JMU - BIOS - 295
Contingency TablesI. The Dependent Variable II. Column Percentages III. Measure of Association IV. Statistical Significance V. Control using Contingency Tables I. The Dependent Variable *The DV should be the row variable *it will always be so in thi
JMU - BIOS - 295
Nominal Measures of AssociationI. Proportional Reduction in Error II. Lambda III. Cramers V I. Proportional Reduction in Error *A. P-R-E *DEFINITION *the proportion by which we can reduce the number of errors in predicting the DV by knowing the rela
JMU - BIOS - 295
Significance TestsI. The Null Hypothesis Revisited II. Hypothesis Testing & Significance III. The Chi-Square Test IV. Interpreting Chi-Square I. The Null Hypothesis*A. NULL HYPOTHESIS = H *no relationship between the variables in the population fr
JMU - BIOS - 295
Correlation I. Pearsons r II. r2 III. Controlling for Nominal & Ordinal Variables I. Pearsons r I. Pearsons Product-Moment Coefficient DEFINITION r= ZX * ZY-NB. Interpreting r 1] used with interval/ratio variables 2] varies between 0 and 1.00 3]
JMU - BIOS - 295
Multivariate OLS RegressionI. R II. R2 III. Coefficients IV. F & t I. R A. DEFINITION B. Interpreting R 1] used with interval/ratio variables in multivariate regression 2] varies between 0 and 1.00 3] asymmetrical 4] not a PRE measure, but R is.
JMU - BIOS - 240
Societal Cleavages I. Socioeconomic Status (SES) *II. Region *III. Ethnicity *IV. Religion *V. Ideology *VI. CrossCutting v. Coinciding Cleavages *VII. Gender NOTE: In exploring societal cleavages here, we are looking for politically relevant distinc
JMU - BIOS - 240
Political Regime TypesI. Democratic Political Regimes II. Non-Democratic Political Regimes I. Democratic Political Regimes *A. What makes a regime a democracy? *COMMONLY MENTIONED CHARACTERISTICS:I. (cont.) *B. Types of Democratic Regimes *DIRECT
JMU - BIOS - 240
I. Political Culture II. Legitimacy III. Paths to Legitimacy A. Procedure-Based B. Outcome-Based IV. Legitimacy Concerns in Non-Democratic Regimes V. Legitimacy Concerns in Democratic Regimes VI. Legitimacy Concerns in Italy VII. Direct Democracy v.
JMU - BIOS - 240
I. Interest Group Formation & Activity II. Models of Interest Group Politics III. Italian Interest Groups I. Interest Group Formation & Activity *A. DEFINITION: *an organization that attempts to influence public policy but does not field candidates f
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Political Parties & VotingI. Types of Political Parties II. Spatial Theory of Voting III. Types of Party Systems IV. Voting Trends V. Towards a New Politics? VI. Party System Change in Italy I. Types of Political Parties Political parties are organi
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Electoral Systems & Party PoliticsI. Plurality System (SMDP) II. Proportional Representation (PR) III. Electoral System Variations I. Single-Member-District Plurality System (SMDP) [US, UK, & India] *DEFINITION *single candidates compete for 1 offic
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I. Some Basic Terms II. Presidential System (U.S.) III. Parliamentary System (U.K. & India) IV. E-L Variations in Germany, France & Japan V. Who Cares? I. Some Basic Terms *A. Head of State v. Head of Government *B. The Executive Branch *C. The Legis
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Executive-Legislative Relations in ItalyI. The Parliament II. The Executive III. Coalition-Building & Governance in the 1st Republic IV. Early Dynamics of the 2nd Republic A. The Freedom Pole (1994-96) B. The Olive Tree (1996-2001) C. The House of F
JMU - BIOS - 240
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JMU - BIOS - 240
The BureaucracyI. DEFINITION II. The 19th-century problems III. The turn-of-the-century solution: the civil service model IV. New Problems V. Bureaucracy around the world VI. The Italian Bureaucracy I. A DEFINITION: *executive branch employees that
JMU - BIOS - 240
TheJudiciaryI.RoleintheLegislativeProcess II.TheNatureofJudicialDecisionMaking III.SoWhat? IV.TheItalianJudiciary I.RoleinLegislativeProcess *A.PARLIAMENTARYSOVEREIGNTY *U.K.*B.JUDICIALREVIEW *U.S.,thenpostWWIIinFrance,Germany,India,Japan,&Italy
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POSC 240 POLITICS WORKSHOP Fall 2007For over a decade, Italy and Nigeria have been debating how their political institutions should be redesigned. In these workshops, we will gain a better understanding of these alternative forms of organizing pol
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Late Industrialization and PoliticsI. The Debate over the "Third World" II. Modernization Theory III. Dependency Theory IV. Diffusion Theory I. The Debate over the "Third World" *A. term created to refer to (mostly newly independent) nation-states t
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I. A Continuum of Military Involvement II. Evolution of Military's Role in Latin America & Beyond III. Explanations of Military Intervention "old professionalism" v. "new professionalism" IV. The Challenge of Civilian Control I. A Continuum of Milita
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Military Rule in BrazilI. History of the Military in Politics in Brazil II. Why Intervene in 1964? III. Dynamics of Military Rule IV. Stages of Military Rule in Brazil A. Uncertainty under Castelo Branco (1964-67) B. Crackdown under Costa e Silva &
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Civil-Military Relations in Brazil & BeyondI. Civil-Military Relations: an analytic framework II. Civil-Military Relations in Democratic Brazil III. Civil-Military Relations in New Democracies IV. How Can Military Prerogatives Be Lessened Peacefully
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From the First Republic to Civil WarI. Political Institutions of the First Republic II. From Crisis to Collapse III. From Coups to Civil War IV. Gowon & the First Indefinite Transition I. Political Institutions of the First Republic *A. Federal West
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From the Second Republic to the Return of Military RuleI. The Creation of the 2nd Republic II. Political Institutions of the 2nd Republic III. The Collapse of the 2nd Republic IV. Military RuleA. The Buhari Government (1983-85) B. Babangida & "Tran
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The 4th Republic (1998-present)I. Transition under Abubakar (1998-99) II. The 1999 Elections & the Return of Obasanjo III. Obasanjo in Power I. Transition under Abubakar (1998-99) o A. Party Formation Rules during the Transition parties had to pay
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The April 2007 ElectionsI. The Atiku Abubakar Controversy II. Election Day revisited III. Reactions to the 2007 Elections IV. Major Political Players V. Other Political Parties I. The Atiku Abubakar Controversy *Atiku Abubakar spent his 2nd term as
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The Politics of Reform & RevolutionI. What is reform? II. What is revolution? III. Why does revolution occur? IV. The Reformer's Dilemma I. What is reform? *Change in: *public policies *government institutions *Speed: *could be gradual or rapid *Ach
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I. The Century of Humiliation (1839-1945) II. Maoist Revolution (1945-49) III. Theories of Revolution and the Chinese Revolution IV. Mao Zedong in Power (1949-76) I. The "Century of Humiliation" *1839-42 Opium War w/ UK *opens up a series of foreign-
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Deng Xiaoping & the Reformer's Dilemma (1976-1997)I. The Context II. Deng's Rise to Power III. Market Reforms IV. Why Did Deng Succeed? V. Future Issues I. The Context *An increasingly inefficient economy *growth of 6%/year from 1953-1978 with argua
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I. The Backdrop to the Revolution II. The Iranian Revolution (1977-79) III. Theories of Revolution and the Iranian Revolution IV. The Islamic Republic of Iran I. The Backdrop to the Revolution *7th-9th centuries: most of Iran converts to Islam *1501:
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