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81
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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82
The problem with pleasure : modernism and its discontents
Published 2013Full text (Emmanuel users only)
Electronic eBook -
83
Modern optics and photonics : atoms and structured media
Published 2010Table of Contents: “…Evers [and others] -- Relativistic high-order harmonic generation / M.C. Kohler and K.Z. …”
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84
Meteorites and asteroids : classification, geology, and exploration
Published 2012Table of Contents: “…""HEDs and Asteroid 4-Vesta """"CM Chondrites and the C-Type Asteroids ""; ""Iron Meteorites and M-Type Asteroids""; ""Aubrites and E-Types""; ""Ureilites and F-Types ""; ""CONCLUSION ""; ""ACKNOWLEDGMENTS ""; ""REFERENCES ""; ""EXTRATERRESTRIAL MATERIAL AND CHANGES OF THE EARTHâ€?S CLIMATE ""; ""ABSTRACT ""; ""INTRODUCTION ""; ""THE INFLUENCE OF CONTINUOUS FLUX OF EXTRATERRESTRIAL SUBSTANCE ON ATMOSPHERIC PROCESSES ""; ""POSSIBLE INFLUENCE OF ASTEROID IMPACT ON ATMOSPHERIC PROCESSES ""; ""The Hallstatt Cycle and Taurid Stream ""…”
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85
Art in Science : Selections from EMERGING INFECTIOUS DISEASES.
Published 2013Full text (Emmanuel users only)
Electronic eBook -
86
Computational electrodynamics : a gauge approach with applications in microelectronics
Published 2017Full text (Emmanuel users only)
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87
Eastern Mediterranean Health Journal Vol. 20 No. 11 2014 : Trilingual edition English/French/Arabic.
Published 2014Full text (Emmanuel users only)
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88
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A promising problem : the new Chicana/o history
Published 2016Full text (Emmanuel users only)
Government Document Electronic eBook -
90
Layout techniques for integrated circuit designers
Published 2022Full text (Emmanuel users only)
Electronic eBook -
91
Noninterpretive skills in radiology : Q & A top score prep guide for the boards
Published 2017Full text (Emmanuel users only)
Electronic eBook -
92
Advances in Mergers and Acquisitions.
Published 2016Table of Contents: “…Evidence from the Banking Industry; Introduction; From Corporate Financial Performance to Corporate Social Performance in M Theoretical Background; Corporate Social Responsibility; Corporate Social Performance; Stakeholder Theory; Acquisitions as Multistakeholder Deals; The Intesa-Sanpaolo Experience; Discussion and Conclusions; References; Interaction of Cultural and Technological Distance in Cross-Border, High-Technology Acquisitions; Introduction; Theory and Hypotheses Development; Technology Distance.…”
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93
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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94
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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Hybrid offline/online methods for optimization under uncertainty
Published 2022Full text (Emmanuel users only)
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100
Electromagnetic non-destructive evaluation (XXI)
Published 2018Full text (Emmanuel users only)
Electronic Conference Proceeding eBook -
101
Advanced Materials for EMI Shielding
Published 2018Full text (Emmanuel users only)
Electronic eBook -
102
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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103
Electromagnetic Nondestructive Evaluation (XVI).
Published 2013Full text (Emmanuel users only)
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104
Los puros criollos. / Tecnología criolla
Published 2012Full text (Emmanuel users only)
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105
Bioluminescence and chemiluminesce : chemistry, biology and applications : proceedings of the 14th International Symposium, San Diego, 15-19 Oct., 2006
Published 2007Table of Contents: “…Effect of microenvironmental changes on kinetic parameters ofsteady-state enzyme-induced bacterial bioluminescent reaction / Sukovataya I.E., Tyulkova N.A. and Kaykova E.V. …”
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106
Vengeance is mine : the scandalous love triangle that triggered the Boyce-Sneed feud
Published 2011Full text (Emmanuel users only)
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109
Los puros criollos. / Sagrado corazón
Published 2012Full text (Emmanuel users only)
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110
Introduction to Antennas and RF Propagation Analysis
Published 2021Full text (Emmanuel users only)
Electronic eBook -
111
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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112
Carbon Nanotubes and Nanosensors : Vibration, Buckling and Balistic Impact.
Published 2013Full text (Emmanuel users only)
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Los puros criollos. / Florero de Llorente
Published 2012Full text (Emmanuel users only)
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