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EBSCO_on1231610525 |
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20231017213018.0 |
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210116s2020 xx o ||| 0 eng d |
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|a EBLCP
|b eng
|c EBLCP
|d UKAHL
|d YDX
|d N$T
|d OCLCF
|d OCLCO
|d OCLCQ
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| 019 |
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|a 1229972937
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|a 9781774079119
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|a 1774079119
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|a (OCoLC)1231610525
|z (OCoLC)1229972937
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|a QA273.6
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|a 519.24
|2 23
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| 049 |
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|a UAMI
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|a Moreira, Olga.
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| 245 |
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|a Handbook of Mixture Analysis
|h [electronic resource].
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| 260 |
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|a Ashland :
|b Arcler Press,
|c 2020.
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| 300 |
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|a 1 online resource (402 p.)
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| 336 |
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
|2 rdacarrier
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| 500 |
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|a Description based upon print version of record.
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|a Cover -- Title Page -- Copyright -- DECLARATION -- ABOUT THE EDITOR -- TABLE OF CONTENTS -- List of Contributors -- List of Abbreviations -- Preface -- Chapter 1 Improved Initialization of the EM Algorithm for Mixture Model Parameter Estimation -- Abstract -- Introduction -- Related Work -- Estimation of The Gaussian Mixture Model Parameters -- Experiments -- Results And Discussion -- Conclusions -- References -- Chapter 2 A Fast Incremental Gaussian Mixture Model -- Abstract -- Introduction -- Incremental Gaussian Mixture Network -- Fast Igmn -- Experiments -- Conclusion -- References
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| 505 |
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|a Chapter 3 Detection of Emerging Faults on Industrial Gas Turbines Using Extended Gaussian Mixture Models -- Introduction -- Methodology -- Application Case Studies -- Conclusion -- References -- Chapter 4 Estimating Mixture Entropy with Pairwise Distances -- Abstract -- Introduction -- Overview -- Estimating Mutual Information -- Numerical Results -- Discussion -- References -- Chapter 5 Dependent Gaussian Mixture Models for Source Separation -- Abstract -- Introduction -- Model -- Implementing The Source Separation -- Examples -- Conclusion -- References
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| 505 |
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|a Chapter 6 A Two-Stage Approach Using Gaussian Mixture Models and Higher-Order Statistics for a Classification of Normal and Pathological Voices -- Abstract -- Introduction -- Material And Methods -- Results -- Conclusion And Discussion -- References -- Chapter 7 PET Image Segmentation Using a Gaussian Mixture Model and Markov Random Fields -- Abstract -- Background -- Methods -- Results -- Emgmm And Gmrf -- Discussion -- Conclusions -- Acknowledgements -- References -- Chapter 8 Kernel Analysis Based on Dirichlet Processes Mixture Models -- Abstract -- Introduction -- Background
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| 505 |
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|a A Hierarchical Dirichlet Process Mixture Model -- Kernel Analysis In The Spectral Domain -- Experiments -- Conclusions -- References -- Chapter 9 A Mixture of Generalized Tukey's -- Abstract -- Introduction -- Tukey's -- The Mixture Of Two -- Estimation Of The Mixtures Of Two Tukey's -- Illustration -- Conclusions -- References -- Chapter 10 Poisson Mixture Regression Models for Heart Disease Prediction -- Abstract -- Introduction -- Methods -- Application -- Results -- Discussion -- Conclusion -- References
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| 505 |
8 |
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|a Chapter 11 A Hierarchical Gamma Mixture Model-Based Method for Classification of High-Dimensional Data -- Abstract -- Introduction -- Related Work -- Overview Of Gmm Tree -- Stratified Subspace Sampling Gmm-Based Method (SSS-GMM) -- Experiments -- Conclusions And Future Work -- Author Contributions -- Acknowledgments -- References -- Chapter 12 Multi-Partitions Subspace Clustering -- Abstract -- Introduction -- Probabilistic Interpretation of The Factorial Discriminant Analysis -- Multi-Partition Subspace Mixture Model -- Experiments -- Conclusions And Perspectives -- Acknowledgments
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| 504 |
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|a References.
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| 590 |
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|a eBooks on EBSCOhost
|b EBSCO eBook Subscription Academic Collection - Worldwide
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| 650 |
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0 |
|a Mixture distributions (Probability theory)
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| 650 |
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6 |
|a Distribution composée (Théorie des probabilités)
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| 650 |
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7 |
|a Mixture distributions (Probability theory)
|2 fast
|0 (OCoLC)fst01024154
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| 776 |
0 |
8 |
|i Print version:
|a Moreira, Olga
|t Handbook of Mixture Analysis
|d Ashland : Arcler Press,c2020
|
| 856 |
4 |
0 |
|u https://ebsco.uam.elogim.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2725228
|z Texto completo
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| 938 |
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|a Askews and Holts Library Services
|b ASKH
|n AH38250133
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| 938 |
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|a ProQuest Ebook Central
|b EBLB
|n EBL6453459
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| 938 |
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|a EBSCOhost
|b EBSC
|n 2725228
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| 938 |
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|a YBP Library Services
|b YANK
|n 301864292
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| 994 |
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|a 92
|b IZTAP
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