Experimental Studies
... Patients from two different mood disorder clinics participated in this study. Patients from Clinic X received ECT therapy according to current practice guidelines. Patients from Clinic Y received a new exploratory ECT treatment. Patients in each clinic were matched for age, gender, and type of disor ...
... Patients from two different mood disorder clinics participated in this study. Patients from Clinic X received ECT therapy according to current practice guidelines. Patients from Clinic Y received a new exploratory ECT treatment. Patients in each clinic were matched for age, gender, and type of disor ...
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... Warehouse Design Goals and Objectives Warehouse design goals and objectives Enabling data integration. The data warehouse concept seeks to integrate data across time and across different subject areas in such a way that users of the warehouse can easily obtain facts about the university's business. ...
... Warehouse Design Goals and Objectives Warehouse design goals and objectives Enabling data integration. The data warehouse concept seeks to integrate data across time and across different subject areas in such a way that users of the warehouse can easily obtain facts about the university's business. ...
Big Data Landscape –Apps, Infrastructure, Data
... The survey is asking rather easy conceptual questions about big data. Big data is easy to understand at that level: we finally have the technology to store, retrieve (cheap memory), and analyze (with proper languages) data on magnitudes that were impossible before. Instead of just a phone book type ...
... The survey is asking rather easy conceptual questions about big data. Big data is easy to understand at that level: we finally have the technology to store, retrieve (cheap memory), and analyze (with proper languages) data on magnitudes that were impossible before. Instead of just a phone book type ...
20080117-OGSADAI
... • Resources accessed by abstractions – User wants a job to run, wants to access data,… » Rarely cares where this happens ...
... • Resources accessed by abstractions – User wants a job to run, wants to access data,… » Rarely cares where this happens ...
DAMA0304_CSOM - DAMA-MN
... • College of Business Administration established in 1919 • Named Curtis L. Carlson School of Management in 1986 • Moved into new building in January 1998 ...
... • College of Business Administration established in 1919 • Named Curtis L. Carlson School of Management in 1986 • Moved into new building in January 1998 ...
FP7 SeaDataNet general poster
... The initiative for developing a Pan-European infrastructure for ocean and marine data management started as Sea-Search project under FP5 (2002 - 2005) with a focus on metadata and was continued under FP6 (2006 - 2011) as SeaDataNet with a wider focus including harmonised access to data. It is contin ...
... The initiative for developing a Pan-European infrastructure for ocean and marine data management started as Sea-Search project under FP5 (2002 - 2005) with a focus on metadata and was continued under FP6 (2006 - 2011) as SeaDataNet with a wider focus including harmonised access to data. It is contin ...
Lecture notes
... • Easy and quick “training”: look up distances • Again k is smoothing parameter • As N increases, the optimal k value tends to increase in proportion to log N • In effect, the classifier uses the nearest k feature vectors to “vote” on the class label for a new point y • for two-class problems, if w ...
... • Easy and quick “training”: look up distances • Again k is smoothing parameter • As N increases, the optimal k value tends to increase in proportion to log N • In effect, the classifier uses the nearest k feature vectors to “vote” on the class label for a new point y • for two-class problems, if w ...
What is Optical Data Storage?
... read/write head moves along a radius, the layer is written just as a DVD-R is written. The depth of the focus may then be changed. That initiates another entirely different layer of information written on the disc. We need to see now how exactly the process of writing takes place. As I mentioned, no ...
... read/write head moves along a radius, the layer is written just as a DVD-R is written. The depth of the focus may then be changed. That initiates another entirely different layer of information written on the disc. We need to see now how exactly the process of writing takes place. As I mentioned, no ...
EMBL-EBI
... • Engineering – the maintenance of list of components with different versions used in electronic engineering products • Astronomy – data from sky surveys at different wavelengths and catalogues of objects • Environmental simulation – data generated by simulations of the marine environment in a river ...
... • Engineering – the maintenance of list of components with different versions used in electronic engineering products • Astronomy – data from sky surveys at different wavelengths and catalogues of objects • Environmental simulation – data generated by simulations of the marine environment in a river ...
Integrated Algebra January
... Understanding how to represent constraints by a system of inequalities and interpret solutions as viable or non-viable options in a modeling context. Understanding how to construct and interpret scatter plots for bivariate data to investigate patterns of association between two quantities. Understan ...
... Understanding how to represent constraints by a system of inequalities and interpret solutions as viable or non-viable options in a modeling context. Understanding how to construct and interpret scatter plots for bivariate data to investigate patterns of association between two quantities. Understan ...
Homotopy-based Semi-Supervised Hidden Markov Models for
... How to Choose based on Path • monotone: the first point at which the monotonocity of changes • MaxEnt: choose for which the model has maximum entropy on the unlab data • minEig: when solving the diff eqn, consider the minimum singular value of the matrix M. Across rounds, choose for which t ...
... How to Choose based on Path • monotone: the first point at which the monotonocity of changes • MaxEnt: choose for which the model has maximum entropy on the unlab data • minEig: when solving the diff eqn, consider the minimum singular value of the matrix M. Across rounds, choose for which t ...
Sample Midterm - Ohio State Computer Science and Engineering
... Relevant information: -- The first 5 variables are all blood tests which are thought to be sensitive to liver disorders that might arise from excessive alcohol consumption. Each line in the bupa.data file constitutes the record of a single male individual. Number of instances: 345 Number of attribut ...
... Relevant information: -- The first 5 variables are all blood tests which are thought to be sensitive to liver disorders that might arise from excessive alcohol consumption. Each line in the bupa.data file constitutes the record of a single male individual. Number of instances: 345 Number of attribut ...
Administrative Data Source
... with Uganda Bureau of Statistics (UBOS) – NSO. The Bank of Uganda (BoU) compile the Balance of Payments (BOP) and Monetary Surveys. BoU frequently require statistical information: ...
... with Uganda Bureau of Statistics (UBOS) – NSO. The Bank of Uganda (BoU) compile the Balance of Payments (BOP) and Monetary Surveys. BoU frequently require statistical information: ...
Conversion_Webcast
... – Way the data is stored in the source system does not always play nice with how the target system accepts it • Way the source system records medication refills may be different from how the target system records them – Often need to think long term and about the global context in the organization ...
... – Way the data is stored in the source system does not always play nice with how the target system accepts it • Way the source system records medication refills may be different from how the target system records them – Often need to think long term and about the global context in the organization ...
Hour 4: Discrete time duration model, complementary loglog
... where the const is just the scaling factor ln(λ α ) = -2.072326584 when α = 0.9, λ = 0.1 . 1. open data file discrete_weibull.dta. 2. describe the variables 3. do a summarizing statistics We notice that there are 12 periods for duration variable t, so we need to define 12 dummies for piecewise const ...
... where the const is just the scaling factor ln(λ α ) = -2.072326584 when α = 0.9, λ = 0.1 . 1. open data file discrete_weibull.dta. 2. describe the variables 3. do a summarizing statistics We notice that there are 12 periods for duration variable t, so we need to define 12 dummies for piecewise const ...
Graph Business Template
... • What constitutes a good clustering? • We could be interested in: – finding representatives for homogeneous groups (data reduction). – finding “natural clusters” and describe their unknown properties (“natural” data types). – finding useful and suitable groupings (“useful” data classes). – finding ...
... • What constitutes a good clustering? • We could be interested in: – finding representatives for homogeneous groups (data reduction). – finding “natural clusters” and describe their unknown properties (“natural” data types). – finding useful and suitable groupings (“useful” data classes). – finding ...
slides - Methodologies to Improve big Data Projects
... come up with strategies to process voluminous data, every organization with data, regardless of a global user base, needs to run efficiently and provide the best possible service to its customers This can be done by harnessing systematic processes to better channel data, in order to provide data-dri ...
... come up with strategies to process voluminous data, every organization with data, regardless of a global user base, needs to run efficiently and provide the best possible service to its customers This can be done by harnessing systematic processes to better channel data, in order to provide data-dri ...
The Web Page as a WYSIWYG End User Customizable Database
... AJAX-y “active documents” as interfaces to (web) databases People know how to edit documents So we can turn them into database engineers by helping them edit web documents like the ones they already use ...
... AJAX-y “active documents” as interfaces to (web) databases People know how to edit documents So we can turn them into database engineers by helping them edit web documents like the ones they already use ...
Summary and purpose of document
... precipitation forecasts (QPFs) initiated by the CAS/JSC Working Group of Numerical Experimentation (WGNE) in 2002. JMA have calculated precipitation scores over Japan of operational NWP models since then. Seven operational center models were verified in 2010: BoM, CMC, DWD, ECMWF, NCEP, UKMO and JMA ...
... precipitation forecasts (QPFs) initiated by the CAS/JSC Working Group of Numerical Experimentation (WGNE) in 2002. JMA have calculated precipitation scores over Japan of operational NWP models since then. Seven operational center models were verified in 2010: BoM, CMC, DWD, ECMWF, NCEP, UKMO and JMA ...
DM-Lecture-04-05
... Nominal—values from an unordered set, e.g., color, profession Ordinal—values from an ordered set, e.g., military or academic rank Numeric—real numbers, e.g., integer or real numbers ...
... Nominal—values from an unordered set, e.g., color, profession Ordinal—values from an ordered set, e.g., military or academic rank Numeric—real numbers, e.g., integer or real numbers ...
Team Process* Data Warehouse Components
... project). As new reporting requirements are identified over time, new reports could be added to the standard collection to address these requirements. Of course, organizations will always identify special reporting needs that are unique to their organization, or that are relevant to their senior ma ...
... project). As new reporting requirements are identified over time, new reports could be added to the standard collection to address these requirements. Of course, organizations will always identify special reporting needs that are unique to their organization, or that are relevant to their senior ma ...
NTF Australia as an Oceanographic Data Centre
... barometer effect removed, from each of the Baseline SEAFRAME stations. It is hoped that in the future NTF Australia will be able to keep improving the web data access facilities already set up. This would involve continuing to develop more “user-friendly” data inventories and databases. In conclusio ...
... barometer effect removed, from each of the Baseline SEAFRAME stations. It is hoped that in the future NTF Australia will be able to keep improving the web data access facilities already set up. This would involve continuing to develop more “user-friendly” data inventories and databases. In conclusio ...
Data analysis
Analysis of data is a process of inspecting, cleaning, transforming, and modeling data with the goal of discovering useful information, suggesting conclusions, and supporting decision-making. Data analysis has multiple facets and approaches, encompassing diverse techniques under a variety of names, in different business, science, and social science domains.Data mining is a particular data analysis technique that focuses on modeling and knowledge discovery for predictive rather than purely descriptive purposes. Business intelligence covers data analysis that relies heavily on aggregation, focusing on business information. In statistical applications, some people divide data analysis into descriptive statistics, exploratory data analysis (EDA), and confirmatory data analysis (CDA). EDA focuses on discovering new features in the data and CDA on confirming or falsifying existing hypotheses. Predictive analytics focuses on application of statistical models for predictive forecasting or classification, while text analytics applies statistical, linguistic, and structural techniques to extract and classify information from textual sources, a species of unstructured data. All are varieties of data analysis.Data integration is a precursor to data analysis, and data analysis is closely linked to data visualization and data dissemination. The term data analysis is sometimes used as a synonym for data modeling.