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Mastering Java Machine Learning.
Published 2017Table of Contents: “…Case Study -- Horse Colic Classification -- Business problem -- Machine learning mapping -- Data analysis -- Label analysis -- Features analysis -- Supervised learning experiments -- Weka experiments -- RapidMiner experiments -- Results, observations, and analysis -- Summary -- References -- Chapter 3: Unsupervised Machine Learning Techniques -- Issues in common with supervised learning -- Issues specific to unsupervised learning -- Feature analysis and dimensionality reduction -- Notation -- Linear methods -- Principal component analysis (PCA) -- Random projections (RP) -- Multidimensional Scaling (MDS) -- Nonlinear methods -- Kernel Principal Component Analysis (KPCA) -- Manifold learning -- Clustering -- Clustering algorithms -- k-Means -- DBSCAN -- Mean shift -- Expectation maximization (EM) or Gaussian mixture modeling (GMM) -- Hierarchical clustering -- Self-organizing maps (SOM) -- Spectral clustering -- Affinity propagation -- Clustering validation and evaluation -- Internal evaluation measures -- External evaluation measures -- Outlier or anomaly detection -- Outlier algorithms -- Statistical-based -- Distance-based methods -- Density-based methods -- Clustering-based methods -- High-dimensional-based methods -- One-class SVM -- Outlier evaluation techniques -- Supervised evaluation -- Unsupervised evaluation -- Real-world case study -- Tools and software -- Business problem -- Machine learning mapping -- Data collection -- Data quality analysis -- Data sampling and transformation -- Feature analysis and dimensionality reduction -- Observations on feature analysis and dimensionality reduction -- Clustering models, results, and evaluation -- Observations and clustering analysis -- Outlier models, results, and evaluation -- Summary -- References -- Chapter 4: Semi-Supervised and Active Learning -- Semi-supervised learning.…”
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Hybrid offline/online methods for optimization under uncertainty
Published 2022Full text (Emmanuel users only)
Electronic eBook -
87
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Electromagnetic non-destructive evaluation (XXI)
Published 2018Full text (Emmanuel users only)
Electronic Conference Proceeding eBook -
89
Making a meal of it : writing about film
Published 2018Table of Contents: “…Mothers: Some Kids do 'ave 'em42. Portraits in Celluloid; 43. Shooting Minds; 44. …”
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Advanced Materials for EMI Shielding
Published 2018Full text (Emmanuel users only)
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92
The hero factor : how great leaders transform organizations and create winning cultures
Published 2018Table of Contents: “…; Chapter 13: Inclusive Cultures: Hero or Status Quo?; You Can Ask Google Anything, But What If You Question Google?…”
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93
Electromagnetic Nondestructive Evaluation (XVI).
Published 2013Full text (Emmanuel users only)
Electronic eBook -
94
Los puros criollos. / Tecnología criolla
Published 2012Full text (Emmanuel users only)
Electronic Video -
95
Vengeance is mine : the scandalous love triangle that triggered the Boyce-Sneed feud
Published 2011Full text (Emmanuel users only)
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Forensic photography : a practitioner's guide
Published 2014Table of Contents: “…Title Page; Copyright; Foreword; Preface; Acknowledgements; About the Companion Website; Chapter 1: Image Processing; 1.1 Introduction; 1.2 The digital image; 1.3 Image acquisition; 1.4 Colour images; 1.5 The imaging chain and workflow; 1.6 White balance; 1.7 Image histogram; 1.8 Image processing terminology; 1.9 Digital image processing operations; 1.10 Classes of operations; 1.11 Noise reduction; 1.12 Sharpening filters; 1.13 History log; 1.14 Layers; 1.15 Bit depth and dynamic range; 1.16 File formats; 1.17 Image compression; 1.18 Image processing at image capture.…”
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99
Los puros criollos. / Sagrado corazón
Published 2012Full text (Emmanuel users only)
Electronic Video -
100
Meteorites and asteroids : classification, geology, and exploration
Published 2012Full text (Emmanuel users only)
Electronic eBook -
101
FUNdraising : 50 Proven Strategies for Successful School Fundraisers.
Published 2007Table of Contents: “…"Dance Fever." Relive High School Memories with an Adult Prom -- No. 10. …”
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102
Carbon Nanotubes and Nanosensors : Vibration, Buckling and Balistic Impact.
Published 2013Full text (Emmanuel users only)
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Introduction to Antennas and RF Propagation Analysis
Published 2021Full text (Emmanuel users only)
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Los puros criollos. / Florero de Llorente
Published 2012Full text (Emmanuel users only)
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Speaker Jim Wright : power, scandal, and the birth of modern politics
Published 2018Full text (Emmanuel users only)
Electronic eBook -
119
Clowns to the left of me, jokers to the right : American life in columns
Published 2018Table of Contents: “…-- It's Bunk -- Rebuild 'Em! -- Want Ratings? Bring Back the Beauty -- Conspiracy: The Okla. …”
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120
Antenna-On-Chip Design, Challenges, and Opportunities.
Published 2021Full text (Emmanuel users only)
Electronic eBook