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Dynamic Modeling of Complex Industrial Processes: Data-driven Methods and Application Research, Chao Shang


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Автор: Chao Shang
Название:  Dynamic Modeling of Complex Industrial Processes: Data-driven Methods and Application Research
ISBN: 9789811066764
Издательство: Springer
Классификация:





ISBN-10: 9811066760
Обложка/Формат: Hardcover
Вес: 0.42 кг.
Дата издания: 05.03.2018
Серия: Springer Theses
Язык: English
Издание: 1st ed. 2018
Иллюстрации: 30 illustrations, color; 31 illustrations, black and white; approx. 180 p. 61 illus., 30 illus. in color.
Размер: 234 x 156 x 11
Читательская аудитория: General (us: trade)
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Introduction.- Concurrent monitoring of steady state and process dynamics with SFA.- Online monitoring and diagnosis of control performance with SFA and contribution plots.- Recursive SFA algorithm and adaptive monitoring system design.- Probabilistic SFR model and its applications in dynamic quality prediction.- Improved DPLS model with temporal smoothness and its applications in dynamic quality prediction.- Nonlinear and dynamic soft sensing model based on Bayesian framework.- Summary and open problems.



Ordered Data Analysis, Modeling and Health Research Methods

Автор: Pankaj Choudhary; Chaitra H. Nagaraja; Hon Keung T
Название: Ordered Data Analysis, Modeling and Health Research Methods
ISBN: 3319254316 ISBN-13(EAN): 9783319254319
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This volume presents an eclectic mix of original research articles in areas covering the analysis of ordered data, stochastic modeling and biostatistics. These areas were featured in a conference held at the University of Texas at Dallas from March 7 to 9, 2014 in honor of Professor H. N. Nagaraja’s 60th birthday and his distinguished contributions to statistics. The articles were written by leading experts who were invited to contribute to the volume from among the conference participants. The volume is intended for all researchers with an interest in order statistics, distribution theory, analysis of censored data, stochastic modeling, time series analysis, and statistical methods for the health sciences, including statistical genetics.

Topological and Statistical Methods for Complex Data

Автор: Janine Bennett; Fabien Vivodtzev; Valerio Pascucci
Название: Topological and Statistical Methods for Complex Data
ISBN: 3662513706 ISBN-13(EAN): 9783662513705
Издательство: Springer
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Цена: 16769.00 р.
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Описание: This book contains papers presented at the Workshop on the Analysis of Large-scale, High-Dimensional, and Multi-Variate Data Using Topology and Statistics, held in Le Barp, France, June 2013.

Data-Driven Fault Detection for Industrial Processes

Автор: Zhiwen Chen
Название: Data-Driven Fault Detection for Industrial Processes
ISBN: 3658167556 ISBN-13(EAN): 9783658167554
Издательство: Springer
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Цена: 10480.00 р.
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Описание: Zhiwen Chen aims to develop advanced fault detection (FD) methods for the monitoring of industrial processes.

Capturing Connectivity and Causality in Complex Industrial Processes

Автор: Fan Yang; Ping Duan; Sirish L. Shah; Tongwen Chen
Название: Capturing Connectivity and Causality in Complex Industrial Processes
ISBN: 3319053795 ISBN-13(EAN): 9783319053790
Издательство: Springer
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Цена: 6986.00 р.
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Описание: Introduction.- Examples of Applications for Connectivity and Causality Analysis.- Description of Connectivity and Causality.- Capturing Connectivity and Causality from Process Knowledge.- Capturing Causality from Process Data.- Case Studies.

Complex Survey Data Analysis with SAS

Автор: Lewis
Название: Complex Survey Data Analysis with SAS
ISBN: 1498776779 ISBN-13(EAN): 9781498776776
Издательство: Taylor&Francis
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Цена: 13779.00 р.
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Описание: Complex Survey Data Analysis with SAS (R) is an invaluable resource for applied researchers analyzing data generated from a sample design involving any combination of stratification, clustering, unequal weights, or finite population correction factors.

Data-driven Methods for Fault Detection and Diagnosis in Chemical Processes

Автор: Evan L. Russell; Leo H. Chiang; Richard D. Braatz
Название: Data-driven Methods for Fault Detection and Diagnosis in Chemical Processes
ISBN: 1447111338 ISBN-13(EAN): 9781447111337
Издательство: Springer
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Цена: 19591.00 р.
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Advances in Complex Data Modeling and Computational Methods in Statistics

Автор: Anna Maria Paganoni; Piercesare Secchi
Название: Advances in Complex Data Modeling and Computational Methods in Statistics
ISBN: 3319385372 ISBN-13(EAN): 9783319385372
Издательство: Springer
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Цена: 9781.00 р.
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Описание: The book is addressed to statisticians working at the forefront of the statistical analysis of complex and high dimensional data and offers a wide variety of statistical models, computer intensive methods and applications: network inference from the analysis of high dimensional data;

Modeling, Simulation and Optimization of Complex Processes  HPSC 2015

Автор: Hans Georg Bock; Xuan Phu Hoang; Rolf Rannacher; J
Название: Modeling, Simulation and Optimization of Complex Processes HPSC 2015
ISBN: 3319671677 ISBN-13(EAN): 9783319671673
Издательство: Springer
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Цена: 20962.00 р.
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Analysis and Modeling of Complex Data in Behavioral and Social Sciences

Автор: Donatella Vicari; Akinori Okada; Giancarlo Ragozin
Название: Analysis and Modeling of Complex Data in Behavioral and Social Sciences
ISBN: 3319066919 ISBN-13(EAN): 9783319066912
Издательство: Springer
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Цена: 11179.00 р.
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Описание:

Time-frequency Filtering for Seismic Waves Clustering.- Modeling Longitudinal Data by Latent Markov Models with Application to Educational and Psychological Measurement.- Clustering of Stratified Aggregated Data using the Aggregate Association Index: Analysis of New Zealand Voter Turnout (1893 - 1919).- Estimating a Rasch Model via Fuzzy Empirical Probability Functions.- Scale Reliability Evaluation for a-priori Clustered Data.- An Evaluation of Performance of Territorial Services Center (TSC) by a Nonparametric Combination Ranking Method. The IQuEL Italian Project.- A New Index for the Comparison of Different Measurement Scales.- Asymmetries in Organizational Structures.- A Generalized Additive Model for Binary Rare Events Data: an Application to Credit Defaults.- The Meaning of forma in Thomas Aquinas. Hierarchical Clustering from the Index Thomisticus Treebank.- The Estimation of the Parameters in Multi-Criteria Classification Problem: the Case of the Electre Tri Method.- Dynamic Clustering of Financial Assets.- A Comparison of metrics for the Assessment of Relational Similarities in Affiliation Networks.- Influence Diagnostics for Meta-Analysis of Individual Patient Data using Generalized Linear Mixed Models.- Social Networks as Symbolic Data.- Statistical Assessment for Risk Prediction of Endoleak Formation after TEVAR Based on Linear Discriminant Analysis.- Fuzzy c-means for Web Mining: The Italian Tourist Forum Case.- On Joint Dimension Reduction and Clustering of Categorical Data.- A SVM Applied Text Categorization of Academia-Industry Collaborative Research and Development Documents on the Web.- Dynamic Customer Satisfaction and Measure of Trajectories: a Banking Case.- The Analysis of Partnership Networks in Social Planning Processes.- Evaluating the Effect of New Brand by Asymmetric Multidimensional Scaling.- Statistical Characterization of the Virtual Water Trade Network.- A Pre-Specified Blockmodeling to Analyze Structural Dynamics in Innovation Networks.- The RCI as a Measure of Monotonic Dependence.- A Value Added Approach in Upper Secondary Schools of Lombardy by OECD-PISA 2009 Data.- Algorithmic-Type Imputation Techniques with Different Data Structures: Alternative Approaches in Comparison.- Changes in Japanese EFL Learners' Proficiency: An Application of Latent Rank Theory.- Robustness and Stability Analysis of Factor PD-Clustering on Large Social Data Sets.- A Box-plot and Outliers Detection Proposal for Histogram Data: New Tools for Data Stream Analysis.- Assessing Cooperation in Open Systems: an Empirical Test in Healthcare.

Topological and Statistical Methods for Complex Data

Автор: Janine Bennett; Fabien Vivodtzev; Valerio Pascucci
Название: Topological and Statistical Methods for Complex Data
ISBN: 3662448998 ISBN-13(EAN): 9783662448991
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This book contains papers presented at the Workshop on the Analysis of Large-scale, High-Dimensional, and Multi-Variate Data Using Topology and Statistics, held in Le Barp, France, June 2013.


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