data sources and notes for statistical figures and tables
Tài liệu Understanding Data Sources and Data Formats pdf
... generate and send to the user's browser an HTML-formatted page containing the latest news (probably extracted from a database) Server-side scripts can return data in both the XML and URL string formats ... shared-object data files on a single computer because each movie usually creates its own data file Now that you're familiar with the various data formats that Flash supports, let's review the sources ... actually generates formatted data (HTML, XML, and so on) that's sent back to the requesting source For example, imagine visiting a page called news.asp that contains a server-side script, and probably...
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Data Mining Classification: Basic Concepts, Decision Trees, and Model Evaluation Lecture Notes for Chapter 4 Introduction to Data Mining pptx
... same data! 10 © Tan,Steinbach, Kumar Introduction to Data Mining Decision Tree Classification Task Decision Tree © Tan,Steinbach, Kumar Introduction to Data Mining Apply Model to Test Data Test Data ... Usually, the given data set is divided into training and test sets, with training set used to build the model and test set used to validate it © Tan,Steinbach, Kumar Introduction to Data Mining Illustrating ... Introduction to Data Mining Gini(Children) = 7/12 * 0.194 + 5/12 * 0.528 = 0.333 34 Categorical Attributes: Computing Gini Index For each distinct value, gather counts for each class in the dataset Use...
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Data Mining Association Analysis: Basic Concepts and Algorithms Lecture Notes for Chapter 6 Introduction to Data Mining pdf
... possible candidate itemsets Frequent Itemset Generation Brute-force approach: – Each itemset in the lattice is a candidate frequent itemset – Count the support of each candidate by scanning the database ... Introduction to Data Mining 34 Alternative Methods for Frequent Itemset Generation Representation of Database – horizontal vs vertical data layout © Tan,Steinbach, Kumar Introduction to Data Mining ... Used by DHP and vertical-based mining algorithms Reduce the number of comparisons (NM) – Use efficient data structures to store the candidates or transactions – No need to match every candidate...
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Data Mining Association Rules: Advanced Concepts and Algorithms Lecture Notes for Chapter 7 Introduction to Data Mining docx
... Useful for Web Mining, computational chemistry, bioinformatics, spatial data sets, etc Homepage Research Artificial Intelligence Databases Data Mining © Tan,Steinbach, Kumar Introduction to Data ... Introduction to Data Mining 35 Candidate Generation Base case (k=2): – Merging two frequent 1-sequences and will produce two candidate 2-sequences: and General ... Counting: • Make a new pass over the sequence database D to find the support for these candidate sequences – Candidate Elimination: • Eliminate candidate k-sequences whose actual support is less...
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Data Mining Cluster Analysis: Basic Concepts and Algorithms Lecture Notes for Chapter 8 Introduction to Data Mining pot
... approach is to fit the data to a parameterized model • Parameters for the model are determined from the data • Mixture models assume that the data is a ‘mixture' of a number of statistical distributions ... To get SSE, we square these errors and sum them K SSE = ∑ ∑ dist ( mi , x ) i =1 x∈Ci – x is a data point in cluster Ci and mi is the representative point for cluster Ci • can show that mi corresponds ... Introduction to Data Mining Types of Clusterings A clustering is a set of clusters Important distinction between hierarchical and partitional sets of clusters Partitional Clustering – A division data objects...
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Data Mining Cluster Analysis: Advanced Concepts and Algorithms Lecture Notes for Chapter 9 Introduction to Data Mining pot
... Introduction to Data Mining CURE Shrinking representative points toward the center helps avoid problems with noise and outliers CURE is better able to handle clusters of arbitrary shapes and sizes ... shapes, orientation, and non-uniform sizes • Difference in densities across clusters and variation in density within clusters • Existence of special artifacts (streaks) and noise The clustering ... Neighbors © Tan,Steinbach, Kumar Introduction to Data Mining 26 ROCK (RObust Clustering using linKs) Clustering algorithm for data with categorical and Boolean attributes – A pair of points is defined...
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Báo cáo y học: " EpiGRAPH: user-friendly software for statistical analysis and prediction of (epi)genomic data" pps
... [47] for statistical analysis and diagram generation, and the Weka package [48] for machine learning and prediction analysis The relational database stores EpiGRAPH's default attributes Oracle Database ... both formalized and sufficiently easy to understand, X-GRAF may provide a suitable basis for analysis specification, results documentation and data exchange of future genome analysis tools and statistical ... existing bioinformatics resources and infrastructure It can be regarded as part of a three-step data analysis pipeline involving genome browsers, genome calculators and tools for genome data analysis...
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Tài liệu TrueNet® Fiber Plug-and-Play Solutions for Data Center Applications Engineered for Uptime™ doc
... always be a high priority for the data center or network manager particularly for — maximizing system performance and uptime ADC’s TrueNet® Fiber plug -and- play solutions for data center applications ... servers to internal and external networks, otherwise known as data centers, the Telecommunications Industry Association (TIA) developed and ratified the TIA-942 standard Data centers operate ... levels of reliability and demand design flexibility to easily accommodate frequent adds and changes to equipment Managing the thousands of cables that typically comprise a data center should always...
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Tài liệu Notes for an Introductory Course On Electrical Machines and Drives E.G.Strangas MSU Electrical ppt
... positive for an inductor, negative for a capacitor The units for real power are, of course, W , for the apparent power V A and for the reactive power V Ar SOLVING 1-PHASE PROBLEMS Using phasors for ... basic concepts and build the equations and circuits corresponding rst to an ideal transformer and then to typical transformers in use Well introduce and work with the per unit system and will cover ... Saturation and Hysteresis 2.4 Permanent Magnets 2.5 Faradays Law 2.6 Eddy Currents and Eddy Current Losses 2.7 Torque and Force 15 15 15 19 21 22 25 27 Transformers 3.1 Description 3.2 The Ideal Transformer...
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Báo cáo khoa học: "Fast Syntactic Analysis for Statistical Language Modeling via Substructure Sharing and Uptraining" ppt
... Heap for prioritizing states and performing best-first search Heap.push(π0 ) Table 1: Kernel features for defining parser states si w denotes the head-word in a subtree and t its POS tag si lch and ... climbing (Rastrow et al., 2011a) is used for training and rescoring The dependency parser and POS tagger are trained on supervised data and up-trained on data labeled by the CKY-style bottom-up ... π≡π H caches equivalent states in a hypothesis set and resets for each new utterance For each state, we first check H for equivalent states before computing the action distribution; each cache...
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Báo cáo khoa học: "Combining Orthogonal Monolingual and Multilingual Sources of Evidence for All Words WSD" pot
... allows for a seamless integration 5.1 Experiments and Results Data The parallel data we experiment with are the same standard data sets as in (Diab and Resnik, 2002), namely, Senseval English AW data ... (Lesk2); FRGL using Lesk3 for all POS tags (Lesk3); using Lesk3 for N, A and R but LIN similarity measure for verbs (Lesk3 Lin); using Lesk3 for N, A and R but JCN for verbs (Lesk3 JCN) In Table ... and finally +ExpandL SemCor, adds the latter both conditions simultaneously Table illustrates the obtained results for the SV2AW using WordNet 1.7.1 since it is the most studied data set and for...
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ACCOUNTING FOR REVENUE AND OTHER FINANCING SOURCES AND CONCEPTS FOR RECONCILING BUDGETARY AND FINANCIAL ACCOUNTING ppt
... FINANCING SOURCES SCOPE This Statement presents standards to account for inflows of resources from revenue and other financing sources It provides standards for classifying, recognizing, and measuring ... DISCLOSURES, SUPPLEMENTARY INFORMATION, AND OTHER INFORMATION 1 CONCEPTS FOR RECONCILING BUDGETARY AND FINANCIAL ACCOUNTING 4 PART I: ACCOUNTING FOR REVENUE AND OTHER FINANCING SOURCES INTRODUCTION ... presentation and, consequently, the audit of information about budgetary resources, the status of those resources, and outlays The standards also require a reconciliation of proprietary and budgetary information...
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Báo cáo khoa học: "Pre- and Postprocessing for Statistical Machine Translation into Germanic Languages" docx
... problematic for SMT, mainly due to sparse data problems The standard method for treating compounds for translation from Germanic languages is to split them in both the training data and translation ... analysis as part of the training data for such a classifier Discussion The main focus of my thesis will be on designing and evaluating methods for pre- and postprocessing of statistical MT, where I will ... methods, and compare the two main approaches I strongly believe that it is important for MT researchers to perform qualitative evaluations, both for identifying problems with MT systems, and for evaluating...
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Implementing Splunk: Big Data Reporting and Development for Operational Intelligence pot
... Implementing Splunk: Big Data Reporting and Development for Operational Intelligence Learn to transform your machine data into valuable IT and business insights with this comprehensive and practical tutorial ... quick notes about the Splunk documentation: To get to documentation for search and reporting commands, quick help is provided while searching, and a link to the documentation for that command is ... Utils provides new UI modules and new techniques that make it easier for Splunk app developers and dashboard creators to create and maintain their custom views and dashboards www.it-ebooks.info...
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![data visualization with flash builder [electronic resource] designing ria and air applications with remote data sources](https://media.store123doc.com/images/document/14/y/tf/small_tfh1401469892.jpg)
data visualization with flash builder [electronic resource] designing ria and air applications with remote data sources
... Data Visualization with Flash Builder Designing RIA and AIR Applications with Remote Data Sources Cesare Rocchi AMSTERDAM • BOSTON • HEIDELBERG • LONDON • NEW YORK • OXFORD PARIS ... Practitioners and researchers must always rely on their own experience and knowledge in evaluating and using any information, methods, compounds, or experiments described herein In using such information ... Library of Congress Cataloging-in-Publication Data Rocchi, Cesare Data visualization with Flash builder : designing RIA and AIR applications with remote data sources / Cesare Rocchi p cm ISBN 978-0-240-81503-9...
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![ipv6 for enterprise networks [electronic resource] the practical guide to deploying ipv6 in campus, wanbranch, data center, and virtualized environments](https://media.store123doc.com/images/document/14/y/nh/small_nhs1401473712.jpg)
ipv6 for enterprise networks [electronic resource] the practical guide to deploying ipv6 in campus, wanbranch, data center, and virtualized environments
... Scalability and Performance 135 Scalability and Performance Considerations for the DSM Scalability and Performance Considerations for the HM Scalability and Performance Considerations for the SBM ... to thank my mom for her unconditional love and prayers and my dad for the desire to never quit learning To my mother- and father-in-law, thanks for bringing Linda into this world and into my life; ... IETF drafts and RFCs are numerous and change or are updated frequently Research, read, and understand what is happening in the IETF and other standards organizations to be prepared for changes...
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modeling with data tools and techniques for scientific computing oct 2008
... out bad data, join together data from multiple sources, and aggregate data into group means and sums C matrices are appropriate for ltering operations like those from earlier that took in data, ... Parker, and Peyton Young Dorothy Gambrel, author of Cat and Girl, for the Lonely Planet data Rob Goodspeed and the National Center for Smart Growth Research and Education at the University of Maryland, ... University of Maryland, for the Washington Metro data Derrick Higgins for comments, critique, and the Perl commands on page 414 Lucy Day Hobor and Vickie Kearn for editorial assistance and making working...
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báo cáo hóa học:" Research Article Random Bit Flipping and EXIT Charts for Nonuniform Binary Sources and Joint Source-Channel Turbo Systems" docx
... given in Figures and The solid lines show the charts obtained with the methods described in Sections 2.2 and 2.3 The data points show the BEXIT and FEXIT charts obtained by applying the transformations ... make the bit stream uniform, we have introduced a random bit flipping before the interleaver Π, that is, Uk = Uk Fk for all k, where the Fk ∈ {+1, −1} are independent and uniformly distributed At ... L-consistent and Lc is P-consistent I I Generation of the input LLRs If Ls is O have s (IV) IO (V) c (VI) IO Measurement of the output information for consistent LLRs (VII) If LO is consistent, we have for...
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Báo cáo hóa học: " Research Article An Analog Processor Array Implementing Interconnect-Efficient Reference Data Shift and SAD/SSD Extraction for Motion Estimation" ppt
... current-mode signal processing Because the analog image data from a sensor is always converted into digital form for further handling and storage, also the data communication with an external motion estimation ... input data for the next C-frame is already stored in the cell as the R-frame for the previous operation It is therefore desirable to use that frame data instead of writing both C-frame and R-frame ... 8-bit) digital to analog converters for providing data for the two frames to be compared, and the corresponding in-cell digital memory elements The digital I/O for the processor is heavily asymmetrical;...
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Data Analysis and Presentation Skills an intro for the life and med sciences j willis wiley pptx
... O⁄ce, Excel and PowerPoint, an Internet browser and e-mail client software Using Excel you will learn how to perform calculations on spreadsheets, present charts and graphs and perform statistical ... rows and columns Each cell can contain data or a formula used for calculations from information in speci¢ed cells Excel is used for a variety of purposes ranging from simple calculations to statistical ... the Standard toolbar and the Formatting toolbar A summary of the commands available from these toolbars is given below Figure 1.1 Toolbars in Microsoft applications Commands from the Standard...
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