... (CDC15) Training data for regression analysis N A training set for regression analysis, { n}n =1 , is created by generating training points for each gene from the data matrix E For gene n, the ... were estimated using the parameter A = For the INSILICO1 data set, the Sparsity is ~10 For the INSILICO2 data set, the Sparsity is ~13 For the INSILICO3 data set, the Sparsity is ~35 The learned ... cerevisae transcript profiling data Statistical assessment of LP-SLGNs estimated from real data LP-SLGNs for the ALPHA and CDC15 data sets were estimated using both LP formulations and different...
Ngày tải lên: 12/08/2014, 17:20
... integrates them for better production logistics decision-makings Although RFID technology has been widely adopted for collecting production and logistics data, applications of such data are elementary ... volume data influenced on manufacturing processes With the increasing data tsunami from manufacturing, Big Data was wakened Due to the ability of handling variety of large volume of data, Big Data ... gives the next steps for Big Data adoption in industrial automation and manufacturing Big Data used for business process analysis with visibility on distributed process and performance was demonstrated...
Ngày tải lên: 26/04/2016, 14:52
Approach to Zero Emission Processes in Food Industry - Case Study for Soy-Sauce Production Process -
... in food industry was investigated for soy-sauce production process as a model The detailed material flow charts in soy-sauce production process were established for TOC, T-N, T-P and T-Cl together ... emissions It also contributes to find out the origin of emissions In this study, the samples for analysis were taken at all production lines in actual soy-sauce producing plant to measure total mass, ... to the zero-emission process of soy-sauce production, it is essential to consider how to decrease the production of cake or how to convert it to other forms so as to be accepted as an input of...
Ngày tải lên: 05/09/2013, 08:40
Different physical and chemical pretreatments of wheat straw for enhanced biobutanol production in simultaneous saccharification and fermentation
... single sample tube format and CytoSoft Software with expandable software modules Samples were diluted 20-fold using deionized water The diluted samples were repeatedly vortexed at high speed for ... 35°C Samples were taken every 10 h until steady state of butanol production was obtained Sugar, butanol, and butyric acid concentrations were measured using analytical methods from each sample ... analytical methods from each sample 2.2.11 Analytical methods For the analysis of cell concentrations of samples collected during the BC production, Flowcytometer (Guava EasyCyte Mini System, Guava...
Ngày tải lên: 05/09/2013, 15:28
Oracle Data Provider for .NET Developer''''s Guide
... Documentation For more information, see these Oracle resources: I Oracle Database Installation Guide for Windows I Oracle Database Release Notes for Windows I Oracle Database Platform Guide for Windows ... usage information for Oracle Data Provider for NET Oracle Data Provider for NET is an implementation of the Microsoft ADO.NET interface This document describes the features of Oracle Database for ... Oracle Data Provider for NET: I New Features in Oracle Data Provider for NET Release 10.1 I New Features in Oracle Data Provider for NET Release 9.2.0.4 xxvii New Features in Oracle Data Provider for...
Ngày tải lên: 18/10/2013, 17:15
Data Preparation for Data Mining- P3
... Transformations and Difficulties—Variables, Data, and Information Much of this discussion has pivoted on information—information in a data set, information content of various scales, and transforming ... transforming information The concept of information is crucial to data mining It is the very substance enfolded within a data set for which the data set is being mined It is the reason to prepare the data ... the data set for mining—to best expose the information contained in it to the mining tool Indeed, the whole purpose for mining data is to transform the information content of a data set that...
Ngày tải lên: 24/10/2013, 19:15
Data Preparation for Data Mining- P4
... execution data is in its “raw” form, and the model works only with prepared data, it is necessary to transform the execution data in the same way that the training and test data were transformed ... Determining data structure Building the PIE Surveying the data Modeling the data 3.3.1 Stage 1: Accessing the Data The starting point for any data preparation project is to locate the data This ... In a production environment, the data set may be in any machine-accessible form For ease of discussion and explanation, it will be assumed that the data is in the form of a flat file Also, for...
Ngày tải lên: 24/10/2013, 19:15
English On Business Practical English For International Executives_THE PRODUCTION MEETING
Ngày tải lên: 25/10/2013, 15:20
Data Preparation for Data Mining- P5
... original information This additional information actually forms another data stream and enriches the original data Enrichment is the process of adding external data to the data set Note that data enhancement ... The maximum value sampled for numeric variables • MIN The minimum value sampled for numeric variables • DISTINCT The number of distinct values for the variable in the sample For example, if the ... example of enhancing the data No external data is added, but the existing data is restructured to be more useful in a particular situation Another form of data enhancement is data multiplication When...
Ngày tải lên: 29/10/2013, 02:15
Data Preparation for Data Mining- P6
... distribution curves for three separate samples, each from a different population The range for each sample is 0–100 The linear (or rectangular) distribution sample is a random sample drawn from ... enough sample was taken The mean and standard deviation for each of these samples is shown in Table 5.1 Figure 5.5 Distribution curves for samples drawn from three populations TABLE 5.1 Sample ... numerating the alphas, but also for conducting the data survey and for addressing various problems and issues in data mining Becoming comfortable with the concept of data existing in state space...
Ngày tải lên: 29/10/2013, 02:15
Data Preparation for Data Mining- P7
... 0.8769 Forward 0.4940 0.4923 Please purchase PDF Split-Merge on www.verypdf.com to remove this watermark Forward 0.6988 0.7692 Forward 0.4940 0.4462 Forward 0.6988 0.7538 Forward 0.4940 0.3231 Forward ... volume only has one data point, or even no data points, in it If enough data points from a representative sample are added, eventually any area will have a measurable density Even a sample of empty ... Zalapski Forward 37 Patrick Poulin Reserve 55 Igor Ulanov Forward 26 Martin Rucinsky Defense 43 Patrice Brisebois Forward 28 Marc Bureau Forward 27 Shayne Corson Defense 52 Craig Rivet Forward...
Ngày tải lên: 08/11/2013, 02:15
Data Preparation for Data Mining- P8
... Translating the information discovered there into insights about the data, and the objects the data represents, forms an important part of the data survey in addition to its use in data preparation ... with putting data into the multitable structures called “normal form” in a database, data warehouse, or other data repository.) During the process of manipulation, as well as exposing information, ... any number of sample data sets During training, there is one data set for building the PIE, one (probably the same one) for building a model, and one (definitely a separate one) for testing the...
Ngày tải lên: 08/11/2013, 02:15
Data Preparation for Data Mining- P9
... least harm to the information content of the data set Yet it still leaves some information exposed for the mining tools to use when values outside those within the sample data set are encountered ... are somehow regularized For instance, one such tool for a particular data set could, when fine-tuned and adjusted, just as well with unprepared data as with prepared data The difference was that ... work.) Third, and very important for maximum information exposure, the individual variable distributions are transformed This transformation makes the between-variable information far more accessible...
Ngày tải lên: 08/11/2013, 02:15
Pic16f87XA data sheet
... the Reader Response Form in the back of this data sheet to (480) 792-4150 We welcome your feedback Most Current Data Sheet To obtain the most up-to-date version of this data sheet, please register ... serial clock input/output for SPI mode Synchronous serial clock input/output for I2C mode ST I/O I I/O 13 Digital I/O SPI data in I2C data I/O ST I/O O 14 Digital I/O SPI data out ST I/O O I/O 15 ... another bank for code reduction and quicker access Note: 2.2.1 The EEPROM data memory description can be found in Section 3.0 Data EEPROM and Flash Program Memory” of this data sheet GENERAL...
Ngày tải lên: 03/12/2013, 19:51
Tài liệu DEVELOPMENT OF AN AUTOUMATIC DATA PROCESSING FOR TRIAXIAL COMPRESSION TEST pdf
... deviator stress This test is performed on undisturbed samples of cohesive soil, on reconstituted specimens of cohesionless soil and, in some instances, on undisturbed samples of cohesionless soils ... developed during testing Consolidated drained tests are performed on all types of soil samples, including undisturbed, compacted and reconstituted samples 2.2 Axial test equipment No axial test equipment ... is allowed during application of the deviator stress This test is generally performed on undisturbed saturated samples of fine grained soils (clay, silt and peat) to measure the in situ undrained...
Ngày tải lên: 10/12/2013, 06:15
Tài liệu Product data sheet pptx
... 21.7 19.7 19.8 17.8 NOTE: The above listed discrete frequency electrical performance values are provided for engineering information only Actual compliance testing is based on swept frequency measurements ... Product Data Sheet GIGABIT STRUCTURED WIRIN G PRODUCTS TRUEN ET™ CM Rated PAGE OF ELECTRICAL CHARACTERISTICS...
Ngày tải lên: 11/12/2013, 13:15
Tài liệu Product data sheet pdf
... 6450 158-01 COVER DUAL 6450 158-02 Approved By: Issue1 - Draft Date 01/07/04 Form: E104 SUBJECT TO CHANGE 2of ...
Ngày tải lên: 11/12/2013, 13:15
Tài liệu Data Preparation for Data Mining- P10 docx
... Series Data Series data differs from the forms of data so far discussed mainly in the way in which the data enfolds the information The main difference is that the ordering of the data carries information ... technique Figure 9.11 Waterforms and their correlograms 9.4 Modeling Series Data Given these tools for describing series data, how they help with preparing the data for modeling? There are two ... real-world data it is often very much harder, impossible even, to determine if apparent trend is an artifact of the data or real There is no substitute for looking at the data in the form of data plots,...
Ngày tải lên: 15/12/2013, 13:15
Tài liệu Data Preparation for Data Mining- P11 pdf
... transform accomplishes this The second transform subtracts the mean of the transformed variable from each transformed value, and divides the result by the standard deviation The formula for this ... transform accomplishes this The second transform subtracts the mean of the transformed variable from each transformed value, and divides the result by the standard deviation The formula for this ... uniform spectrum and uniformly low autocorrelation at all lags There still might be useful information contained in the waveform, but the chance is small This is a good sign that extra effort...
Ngày tải lên: 15/12/2013, 13:15