Search Results - "Cluster analysis"

The Linux Enterprise Cluster build a highly available cluster with commodity hardware and free software / by Kopper, Karl

Subjects: An electronic book accessible through the World Wide Web; click to view

The Linux Enterprise Cluster build a highly available cluster with commodity hardware and free software / by Kopper, Karl

Subjects: An electronic book accessible through the World Wide Web; click to view

Instant MapReduce patterns - Hadoop essentials how-to practical recipes to write your own MapReduce solution patterns for Hadoop programs / by Perera, Srinath

Subjects: An electronic book accessible through the World Wide Web; click to view

Instant MapReduce patterns - Hadoop essentials how-to practical recipes to write your own MapReduce solution patterns for Hadoop programs / by Perera, Srinath

Subjects: An electronic book accessible through the World Wide Web; click to view

Optimizing hadoop for MapReduce : learn how to configure your hadoop cluster to run optimal MapReduce jobs / by Tannir, Khaled

Subjects: An electronic book accessible through the World Wide Web; click to view

Optimizing hadoop for MapReduce : learn how to configure your hadoop cluster to run optimal MapReduce jobs / by Tannir, Khaled

Subjects: An electronic book accessible through the World Wide Web; click to view

Business intelligence and data mining / by Maheshwari, Anil, 1949-

Table of Contents: “…Artificial neural networks -- 8. Cluster analysis -- 9. Association rule mining -- 10. Text mining -- 11. …”
An electronic book accessible through the World Wide Web; click to view

Business intelligence and data mining / by Maheshwari, Anil, 1949-

Table of Contents: “…Artificial neural networks -- 8. Cluster analysis -- 9. Association rule mining -- 10. Text mining -- 11. …”
An electronic book accessible through the World Wide Web; click to view

Marketing research with SAS enterprise guide by Coussement, Kristof

Table of Contents: “…Getting started with SAS enterprise guide -- Descriptive analysis -- Exploratory factor analysis -- Cluster analysis -- Hypothesis testing -- Correlations -- Regression analysis -- Discriminant analysis.…”
An electronic book accessible through the World Wide Web; click to view

Marketing research with SAS enterprise guide by Coussement, Kristof

Table of Contents: “…Getting started with SAS enterprise guide -- Descriptive analysis -- Exploratory factor analysis -- Cluster analysis -- Hypothesis testing -- Correlations -- Regression analysis -- Discriminant analysis.…”
An electronic book accessible through the World Wide Web; click to view

Statistical methods for geography : a student's guide / by Rogerson, Peter A.

Statistical methods for geography : a student's guide / by Rogerson, Peter A.

Computational metabolomics by Semmar, Nabil

Table of Contents: “…General classification of metabolomic approaches -- Stoichiometry-based approaches -- Correlation-based approaches -- Distances- and similarity indices-based approaches : cluster analysis -- Outliers and extreme cases analysis -- Weighted metabolic profiles analysis -- Time-dependent analysis of metabolic systems.…”
An electronic book accessible through the World Wide Web; click to view

Computational metabolomics by Semmar, Nabil

Table of Contents: “…General classification of metabolomic approaches -- Stoichiometry-based approaches -- Correlation-based approaches -- Distances- and similarity indices-based approaches : cluster analysis -- Outliers and extreme cases analysis -- Weighted metabolic profiles analysis -- Time-dependent analysis of metabolic systems.…”
An electronic book accessible through the World Wide Web; click to view

Microfinance and public policy outreach, performance and efficiency /

Table of Contents: “…-- Positive mechanisms -- Negative mechanisms -- A capability perspective -- Achieving poverty outreach, impact and sustainability: managing trade-offs in microfinance / Anton Simanowitz -- Introduction: Combining social and financial objectives -- Trade-offs -- Managing trade-offs -- Conclusions -- Smart subsidies / Jonathan Morduch -- Introduction Subsidies and microfinance -- Valuing subsidies -- "Crowding in" and "crowding out" -- Conclusions -- Empirical analysis -- Efficiency in microfinance institutions: an application of data envelopment analysis to MFIs in Peru / Yves Flickiger, Anatoli Vassiliev -- Introduction -- Previous research on MFIs' performance evaluation -- Performance analysis methodology -- Data sources and variable construction -- Efficiency analysis with the DEA model -- Conclusions -- Efficiency in financial intermediation: theory and empirical measurement / Thorsten Beck -- Introduction -- Interest spreads and credit rationing: theory -- Interest spreads and credit rationing: cross-country evidence -- Decomposing spreads -- Explaining spreads -- Conclusions and policy lessons -- Efficiency drivers and constraints: Empirical findings / Yousra Hamed -- Introduction -- Methodology -- The data -- MFI clusters -- Performance drivers and constraints -- Conclusions -- Measuring the performance of MFIs: an application of factor analysis / Giovanni Ferro Luzzii and Sylvain Weber -- Introduction -- The data -- Factor analysis: theory and practice -- Cluster analysis -- Assessing what determines performance -- Conclusions -- Selected country studies -- Contextual factors determining poverty outreach and financial performance: the case of Mali / Renata Serra, Fabrizio Botti, and Milasoa Cherel-Robson-- Introduction -- Domestic contextual factors: institutions, state and markets -- External factors: the implications of subsidy withdrawal -- Conclusion -- Contextual factors determining poverty outreach and financial performance: the case of Morocco / Said Filali Meknassi -- Introduction -- Institutional context -- Support by banks -- Subsidies -- Conclusion -- Contextual factors determining poverty outreach and financial performance: the case of Central and Eastern Europe / Jusyna Pytkovwsa -- Introduction -- Access to resources -- Financial performance -- Social performance -- Auctioning subsidies: Chile's "Access to Credit Program" / Vito Sciaraffia Merino -- Introduction -- Micro-enterprises in Chile -- Has the PAC achieved its goals? …”
An electronic book accessible through the World Wide Web; click to view

Microfinance and public policy outreach, performance and efficiency /

Table of Contents: “…-- Positive mechanisms -- Negative mechanisms -- A capability perspective -- Achieving poverty outreach, impact and sustainability: managing trade-offs in microfinance / Anton Simanowitz -- Introduction: Combining social and financial objectives -- Trade-offs -- Managing trade-offs -- Conclusions -- Smart subsidies / Jonathan Morduch -- Introduction Subsidies and microfinance -- Valuing subsidies -- "Crowding in" and "crowding out" -- Conclusions -- Empirical analysis -- Efficiency in microfinance institutions: an application of data envelopment analysis to MFIs in Peru / Yves Flickiger, Anatoli Vassiliev -- Introduction -- Previous research on MFIs' performance evaluation -- Performance analysis methodology -- Data sources and variable construction -- Efficiency analysis with the DEA model -- Conclusions -- Efficiency in financial intermediation: theory and empirical measurement / Thorsten Beck -- Introduction -- Interest spreads and credit rationing: theory -- Interest spreads and credit rationing: cross-country evidence -- Decomposing spreads -- Explaining spreads -- Conclusions and policy lessons -- Efficiency drivers and constraints: Empirical findings / Yousra Hamed -- Introduction -- Methodology -- The data -- MFI clusters -- Performance drivers and constraints -- Conclusions -- Measuring the performance of MFIs: an application of factor analysis / Giovanni Ferro Luzzii and Sylvain Weber -- Introduction -- The data -- Factor analysis: theory and practice -- Cluster analysis -- Assessing what determines performance -- Conclusions -- Selected country studies -- Contextual factors determining poverty outreach and financial performance: the case of Mali / Renata Serra, Fabrizio Botti, and Milasoa Cherel-Robson-- Introduction -- Domestic contextual factors: institutions, state and markets -- External factors: the implications of subsidy withdrawal -- Conclusion -- Contextual factors determining poverty outreach and financial performance: the case of Morocco / Said Filali Meknassi -- Introduction -- Institutional context -- Support by banks -- Subsidies -- Conclusion -- Contextual factors determining poverty outreach and financial performance: the case of Central and Eastern Europe / Jusyna Pytkovwsa -- Introduction -- Access to resources -- Financial performance -- Social performance -- Auctioning subsidies: Chile's "Access to Credit Program" / Vito Sciaraffia Merino -- Introduction -- Micro-enterprises in Chile -- Has the PAC achieved its goals? …”
An electronic book accessible through the World Wide Web; click to view

Machinery prognostics and prognosis oriented maintenance management / by Yan, Jihong

Table of Contents: “…Machine generated contents note: Preface i Acknowledgements i Chapter 1 Introduction 7 1.1 Historical perspective 7 1.2 Diagnostic and prognostic system requirements 8 1.3 Need for prognostics and sustainability based maintenance management 9 1.4 Technical challenges in prognosis and sustainability based maintenance decision making 11 1.5 Data processing, prognostics and decision making 13 1.6 Sustainability based maintenance management 16 1.7 Future of prognostics based maintenance 19 References 20 Chapter 2 Data processing 21 2.1 Probability Distributions 21 2.2 Statistics on Unordered data 32 2.3 Statistics on Ordered Data 38 2.4 Technologies for incomplete data 39 References 428 Chapter 3 Signal processing 45 3.1 Introduction 45 3.2 Signal pre-processing 47 3.3 Techniques for signal processing 50 3.4 Real-time image feature extraction 72 3.5 Fusion or integration technologies 77 3.6 Statistical pattern recognition and data mining 80 3.7 Advanced technology for feature extraction 92 References 102 Chapter 4 Health monitoring and prognosis 110 4.1 Health monitoring as a concept 110 4.2 Degradation indices 111 4.3 Real-time monitoring 116 4.4 Failure prognosis 142 4.5 Physics-based prognosis models 155 4.6 Data-driven prognosis models 158 4.7 Hybrid prognosis models 162 Reference 165 Chapter 5 Prediction of residual service life 172 5.1 Formulation of problem 172 5.2 Methodology of probabilistic prediction 173 5.3 Dynamic life prediction using time series 180 5.4 Residual life prediction by crack-growth criterion 197 References 202 Chapter 6 Maintenance planning and scheduling 205 6.1 Strategic planning in maintenance 205 6.2 Maintenance scheduling 219 6.3 Scheduling techniques 232 6.4 Heuristic methodology for multi-unit system maintenance scheduling 261 References 266 Chapter 7 Prognosis incorporating maintenance decision making 270 7.1 The changing role of maintenance 270 7.2 Development of maintenance 272 7.3 Maintenance effects modeling 274 7.4 Modeling of optimization objective - maintenance cost 282 7.5 Prognosis oriented maintenance decision making 284 7.6 Maintenance decision making considering energy consumption 301 References 317 Chapter 8 Case studies 321 8.1 Improved Hilbert-Huang transform based weak signal detection methodology and its application on incipient fault diagnosis and ECG signal analysis 322 8.2 Ant colony clustering analysis based intelligent fault diagnosis method and its application to rotating machinery 329 8.3 BP Neural Networks Based Prognostic Methodology and Its Application 336 8.4 A Dynamic Multi-scale Markov Model Based Methodology for Remaining Life Prediction 343 8.5 A group technology based methodology for maintenance scheduling for hybrid shop 358 References 365 Index 369.…”
An electronic book accessible through the World Wide Web; click to view

Machinery prognostics and prognosis oriented maintenance management / by Yan, Jihong

Table of Contents: “…Machine generated contents note: Preface i Acknowledgements i Chapter 1 Introduction 7 1.1 Historical perspective 7 1.2 Diagnostic and prognostic system requirements 8 1.3 Need for prognostics and sustainability based maintenance management 9 1.4 Technical challenges in prognosis and sustainability based maintenance decision making 11 1.5 Data processing, prognostics and decision making 13 1.6 Sustainability based maintenance management 16 1.7 Future of prognostics based maintenance 19 References 20 Chapter 2 Data processing 21 2.1 Probability Distributions 21 2.2 Statistics on Unordered data 32 2.3 Statistics on Ordered Data 38 2.4 Technologies for incomplete data 39 References 428 Chapter 3 Signal processing 45 3.1 Introduction 45 3.2 Signal pre-processing 47 3.3 Techniques for signal processing 50 3.4 Real-time image feature extraction 72 3.5 Fusion or integration technologies 77 3.6 Statistical pattern recognition and data mining 80 3.7 Advanced technology for feature extraction 92 References 102 Chapter 4 Health monitoring and prognosis 110 4.1 Health monitoring as a concept 110 4.2 Degradation indices 111 4.3 Real-time monitoring 116 4.4 Failure prognosis 142 4.5 Physics-based prognosis models 155 4.6 Data-driven prognosis models 158 4.7 Hybrid prognosis models 162 Reference 165 Chapter 5 Prediction of residual service life 172 5.1 Formulation of problem 172 5.2 Methodology of probabilistic prediction 173 5.3 Dynamic life prediction using time series 180 5.4 Residual life prediction by crack-growth criterion 197 References 202 Chapter 6 Maintenance planning and scheduling 205 6.1 Strategic planning in maintenance 205 6.2 Maintenance scheduling 219 6.3 Scheduling techniques 232 6.4 Heuristic methodology for multi-unit system maintenance scheduling 261 References 266 Chapter 7 Prognosis incorporating maintenance decision making 270 7.1 The changing role of maintenance 270 7.2 Development of maintenance 272 7.3 Maintenance effects modeling 274 7.4 Modeling of optimization objective - maintenance cost 282 7.5 Prognosis oriented maintenance decision making 284 7.6 Maintenance decision making considering energy consumption 301 References 317 Chapter 8 Case studies 321 8.1 Improved Hilbert-Huang transform based weak signal detection methodology and its application on incipient fault diagnosis and ECG signal analysis 322 8.2 Ant colony clustering analysis based intelligent fault diagnosis method and its application to rotating machinery 329 8.3 BP Neural Networks Based Prognostic Methodology and Its Application 336 8.4 A Dynamic Multi-scale Markov Model Based Methodology for Remaining Life Prediction 343 8.5 A group technology based methodology for maintenance scheduling for hybrid shop 358 References 365 Index 369.…”
An electronic book accessible through the World Wide Web; click to view