data mining for aviation safety using data mining recipe quot automatized data mining quot from statistica
Tài liệu Báo cáo khoa học: "Learning with Unlabeled Data for Text Categorization Using Bootstrapping and Feature Projection Techniques" doc
... output value is j j Using a Feature Projection Technique for Handling Noisy Data of Machine-labeled Data We finally obtained labeled data of a documents unit, machine-labeled data Now we can learn ... At first, we automatically create keywords from a title word for each category using co-occurrence information Then centroid-contexts are extracted using the title word and keywords They contain ... general, related approaches for using unlabeled data in text categorization have two directions; One builds classifiers from a combination of labeled and unlabeled data (Nigam, 2001; Bennett and...
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Techniques for Engineering Decisions Using Data
... test run using 12 boxes from the new company and 18 boxes from the current company is performed and used for comparison purposes: in other words, we pick randomly {x , x , , x 12 } from the ... } new company shells and y , y , , y 18 from the sample space of the r.v Y describing the current company shells The data of the useable shells from the two suppliers are tabulated © 2006 ... Urbana-Champaign, All Rights Reserved STATISTICAL PARAMETER ESTIMATORS { We use a set of random samples x , x , , x n } of a r.v X : these are n randomly picked values from the sample space of X ...
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hanbook of chemical compound data for process safety
... PHYSICO-CHEMICAL PROPERTY DATA Handbook of Chemical Compound Data for Process Safety Comprehensive Safety and Health-Related Data for Hydrocarbons and Organic Chemicals Selected Data for Inorganic Chemicals ... Cataloging-in-PublicationData Yaws, Carl L Handbook of chemical compound data for process safety : comprehensive safety and health-related data for hydrocarbons and organic chemicals : selected data for inorganic ... Carl L Yaws Comprehensive safety and health-related data for hydrocarbons and organic chemicals and selected data for inorganic chemicals are provided in convenient tabular format supplemented by...
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Báo cáo khoa học: "Multilingual Named Entity Recognition using Parallel Data and Metadata from Wikipedia" potx
... not have maps from category phrases to NE tags for foreign languages, using inter-wiki links is a way to transfer this knowledge to the foreign languages After we have categorized foreign language ... paper we showed that using resources from Wikipedia, it is possible to combine metadata-based approaches and projection-based approaches for inducing named entity annotations for foreign languages ... them by the local and global Wiki-taggers for English and the foreign language, and by the Stanford tagger for English These are indicator features separate for the different source-target tagger...
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STRATEGIC PLANNING FOR PROJECT MANAGEMENT USING a PROJECT MANAGEMENT
... methodology allows for checklists and forms for accurately determining the time, cost, and quality impact resulting from scope changes It also puts in place a regimented process for scope change ... Need for Strategic Planning for Project Management INTRODUCTION For more than 40 years, American companies have been using the principles of project management to get work accomplished Yet, for ... planning efforts must focus on the best interests of all of an organization’s stakeholders, not merely a few GAP ANALYSIS There are two primary reasons for wanting to perform strategic planning for...
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Tài liệu Computing for Numerical Methods Using Visual C++ docx
... important for the user to know the underlying concepts in solving the problem Computing for Numerical Methods Using Visual C++ is one effort to integrate C++ with the visual solution to problems using ... approach for building applications that interact with databases through ADO.NET This product evolves from the earlier ActiveX Data Objects (ADO) technology, and it encompasses XML and other tools for ... i++) { for (j=1;j
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Tài liệu Guidelines for Engineering Design for Process Safety P2 pdf
... by using heat exchangers with the minimum volume of hazardous process fluid for the heat transfer area required 2,3 SUBSTITUTION 2.3.1 Chemistry Inherent safety of the manufacturing process for ... Chemistry of side reactions and by-products may also offer opportunities for increasing the inherent safety of a process For example, a process involving a caustic hydrolysis step uses ethylene ... improves safety of many processing operations and final products Some examples include: • Water based paints and adhesives in place of solvent based products • Aqueous or dry flowable formulations for...
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Tài liệu Guidelines for Engineering Design for Process Safety P1 pptx
... Center for Chemical Process Safety TP155.5.G765 1993 66(T 2804—dc20 93-3154 CIP This book is available at a special discount when ordered in bulk quantities For information, contact the Center for ... Cataloging-in Publication Data Guidelines for engineering design for process safety p cm Includes bibliographical references and index ISBN 0-8169-0565-7 Chemical engineering Safety measures I American Institute ... for Chemical Process Safety at the address shown above It is sincerely hoped that the information presented in this volume will lead to an even more impressive safety record for the entire industry;...
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Tài liệu Combining Data in Tables from Heterogeneous Data Sources docx
... sample will improve performance For more information about using linked servers, see Microsoft SQL Server Books Online Ad-hoc connector names allow data from heterogeneous data sources to be accessed ... SqlDataAdapter da = new SqlDataAdapter(sqlSelect, ConfigurationSettings.AppSettings["Sql_ConnectString"]); DataTable dt = new DataTable( ); da.Fill(dt); // Set up and bind a view with data from ... the information required to connect to each data source in the SQL statement This is done using either the OPENROWSET or the OPENDATASOURCE function to open the row set from the OLE DB data source...
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Tài liệu STRATEGIC PLANNING FOR PROJECT MANAGEMENT USING A PROJECT MANAGEMENT MATURITY MODEL ppt
... methodology allows for checklists and forms for accurately determining the time, cost, and quality impact resulting from scope changes It also puts in place a regimented process for scope change ... Need for Strategic Planning for Project Management INTRODUCTION For more than 40 years, American companies have been using the principles of project management to get work accomplished Yet, for ... planning efforts must focus on the best interests of all of an organization’s stakeholders, not merely a few GAP ANALYSIS There are two primary reasons for wanting to perform strategic planning for...
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Tài liệu Báo cáo "Dynamically reconfiguration architecture for embedded systems using Kaffe " doc
... transfers input data to the board, executes on the ARM processor and transfers the resulting data back to the calling thread For the ease of using the system model above, we propose some ideas for a simple ... retrieves data from the memory and brings it into the instruction cache on the ATEB board for execution, similar to [5] The memory must also contain any data that cannot fit into the data cache ... are candidates for the implementation in reconfigurable hardware, the ARM processor controls all information storing in the pool of hardware methods The target software platform for porting Kaffe...
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Tài liệu Women’s health & safety: A guide for UNISON safety representatives pptx
... and/or dust, in their assessments s Information and training is provided, including information from the safety data sheet which employers are required to obtain from suppliers of the hazardous chemicals ... step obtain all the manufacturers safety data sheets’ for each product as a starting point for carrying out proper risk assessments Data sheets include information about what is in the product, ... 30/11/01 12:34 pm Page 26 26 27 Caring for Cleaners – A Guide for Safety Representatives (A5 Pamphlet, stock number 1183) Ending Back Pain from Lifting – A guide for Safety Representatives (A4 Booklet,...
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Performance Evaluation of Active Suspension for Passenger Cars.Using MATLAB
... Pune, India | Page Performance Evaluation of Active Suspension for Passenger Cars Using MATLAB (2) (3) Similarly, from Fig 2, Equation of Motion for unsprung mass is given below: For , (4) (5) (6) ... Performance Evaluation of Active Suspension for Passenger Cars Using MATLAB suspension can gave better performance of suspension by having force actuator, which is a close ... Analysis of Active Suspension System Using Simulink Simulation based on the mathematical model for quarter car by using MATLAB/SIMULINK software will be performed Performances of the suspension system...
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Tài liệu Báo cáo khoa học: "An ERP-based Brain-Computer Interface for text entry using Rapid Serial Visual Presentation and Language Modeling" ppt
... reduction (using principal components analysis) is learned using training data and is subsequently applied to the EEG data when the system is being used Fourth, the data vectors obtained for each ... of the class covariance matrices, which are to be estimated from training data Hence, for small sample sizes and high-dimensional data, singularities of these matrices are problematic RDA applies ... classification accuracy for the EEG-based classifier The information obtained from showing the visual stimuli multiple times can easily be combined by assuming the trials are statistically independent,...
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Tài liệu Báo cáo khoa học: "Unsupervised Translation Induction for Chinese Abbreviations using Monolingual Corpora" ppt
... pattern is represented using the format “(bit pattern|length)” where the bit pattern encodes the information about how an abbreviated form is obtained from its original full-form word, and the length ... Translation Induction for Chinese Abbreviations Given a Chinese abbreviation and its full-form, we induce English translation entries for the abbreviation by using the full-form as a bridge Specifically, ... a full-form phrase and its abbreviation (we refer the relation as full-abbreviation) from monolingual corpora, and then induce translation entries for the abbreviation by using its full-form phrase...
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Tài liệu Báo cáo khoa học: "Trimming CFG Parse Trees for Sentence Compression Using Machine Learning Approaches" pptx
... create a compression forest as Knight and Marcu did We select the tree assigned the highest probability from the forest Features in the maximum entropy model are defined for a tree node and its ... length penalties We used from unigram to 4-gram precisions and uniform weights for the B LEU scores ROUGE (Lin, 2004) is a set of recall-based criteria that is mainly used for evaluating summarization ... transformation rule that compresses (A1 (B (C (A2 · · · )))) to (A2 · · · ) 4.4 S 4.5 Corpus Size and Output Accuracy In general, using more training data improves the accuracy of outputs and using...
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Tài liệu Báo cáo khoa học: "Exploiting Structure for Event Discovery Using the MDI Algorithm" doc
... clustering process dataset2 This is an independent public database of media-reported civilian deaths in Iraq resulting directly from military attack by the U.S forces Casualty figures for each event ... event arguments from these sentences and finally represent the extracted information of the event in a structured form Particularly, in this paper we focus on clustering methods for grouping sentences ... algorithms using the F1 metric Results presented in Table were obtained using 50:50 randomly selected train/test splits averaged over runs For each run, the automaton produced by MDI was generated using...
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Tài liệu Báo cáo khoa học: "A Unified Framework for Automatic Evaluation using N-gram Co-Occurrence Statistics" pptx
... R2 for fluency using the BLEU score formula given in (Papineni et al., 2002), for the systems using the same one reference, and we obtained a similar value, 78.52%; computing the value of R2 for ... the variation, 83.04% For comparison purposes, we also computed the value of R2 for adequacy using the BLEU score formula given in (Papineni et al., 2002), for the systems using the same one reference, ... nothing from the human evaluation variation All the results for the values of R2 for the family of metrics AEv(α,N) are reported with α varying from to in 0.1 increments, and N varying from to...
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