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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
Introduction to Antennas and RF Propagation Analysis
Published 2021Full text (Emmanuel users only)
Electronic eBook -
83
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86
Lead-free Solders : Materials Reliability for Electronics.
Published 2012Full text (Emmanuel users only)
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87
Making a Meal of It : Writing about Film.
Published 2018Full text (Emmanuel users only)
Electronic eBook -
88
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89
Electromagnetic non-destructive evaluation (XXI)
Published 2018Full text (Emmanuel users only)
Electronic Conference Proceeding eBook -
90
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91
Advanced Materials for EMI Shielding
Published 2018Full text (Emmanuel users only)
Electronic eBook -
92
Electromagnetic Nondestructive Evaluation (XVI).
Published 2013Full text (Emmanuel users only)
Electronic eBook -
93
Los puros criollos. / Tecnología criolla
Published 2012Full text (Emmanuel users only)
Electronic Video -
94
Vengeance is mine : the scandalous love triangle that triggered the Boyce-Sneed feud
Published 2011Full text (Emmanuel users only)
Electronic eBook -
95
Semi-solid processing of alloys and composites XIII : selected, peer reviewed papers from the 13th International Conference on Semi-Solid Processing of Alloys and Composites (S2P 2...
Published 2015Full text (Emmanuel users only)
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96
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97
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98
Los puros criollos. / Sagrado corazón
Published 2012Full text (Emmanuel users only)
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99
Meteorites and asteroids : classification, geology, and exploration
Published 2012Full text (Emmanuel users only)
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100
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101
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103
Los puros criollos. / Himno nacional
Published 2012Full text (Emmanuel users only)
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104
Los puros criollos. / Florero de Llorente
Published 2012Full text (Emmanuel users only)
Electronic Video -
105
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115
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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116
Oracle Database 12c Security Cookbook.
Published 2016Full text (Emmanuel users only)
Electronic eBook -
117
Antenna-On-Chip Design, Challenges, and Opportunities.
Published 2021Full text (Emmanuel users only)
Electronic eBook -
118
Art in Science : Selections from EMERGING INFECTIOUS DISEASES.
Published 2013Full text (Emmanuel users only)
Electronic eBook -
119
Radio-frequency integrated-circuit engineering
Published 2015Full text (Emmanuel users only)
Electronic eBook -
120
Engineering autonomous vehicles and robots : the DragonFly modular-based approach
Published 2020Full text (Emmanuel users only)
Electronic eBook