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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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Electronic eBook -
82
Electromagnetic Nondestructive Evaluation (XVI).
Published 2013Full text (Emmanuel users only)
Electronic eBook -
83
Responsive Web Design with HTML5 and CSS3 Essentials.
Published 2016Full text (Emmanuel users only)
Electronic eBook -
84
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85
Los puros criollos. / Tecnología criolla
Published 2012Full text (Emmanuel users only)
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86
Spectral sensing research for surface and air monitoring in chemical, biological and radiological defense and security applications
Published 2009Table of Contents: “…Schilling [and others] -- A high-resolution 2D imaging laser radar for occluded hard target viewing and identification / R.J. …”
Full text (Emmanuel users only)
Electronic Conference Proceeding eBook -
87
Vengeance is mine : the scandalous love triangle that triggered the Boyce-Sneed feud
Published 2011Full text (Emmanuel users only)
Electronic eBook -
88
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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89
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92
Los puros criollos. / Sagrado corazón
Published 2012Full text (Emmanuel users only)
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93
Making a meal of it : writing about film
Published 2018Full text (Emmanuel users only)
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94
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95
Introduction to Antennas and RF Propagation Analysis
Published 2021Full text (Emmanuel users only)
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96
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Los puros criollos. / Himno nacional
Published 2012Full text (Emmanuel users only)
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99
Los puros criollos. / Florero de Llorente
Published 2012Full text (Emmanuel users only)
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Oracle Database 12c Security Cookbook.
Published 2016Full text (Emmanuel users only)
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111
Radio-frequency integrated-circuit engineering
Published 2015Full text (Emmanuel users only)
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112
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114
Los puros criollos. / Almanaque Bristol
Published 2012Full text (Emmanuel users only)
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Bioenergy research : advances and applications
Published 2014Full text (Emmanuel users only)
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119
Still on the road : the songs of Bob Dylan, 1974-2006 / Songs of Bob Dylan, 1974-2006
Published 2010Table of Contents: “…-- 548: New blue moon -- 549: Wilbury twist -- 550: Poor house -- 551: Cool, dry place -- 552: You took my breath away -- 553: Steel bars -- 554: Well, well, well -- 555: Howlin' at your window -- 556: Tragedy of the trade -- 557: Time to end this masquerade -- 1996-9 -- 558: Dirt road blues -- 559: Can't wait -- 560: Mississippi -- 561: Highlands -- 562: All I ever loved is you -- 563: Dreamin' of you -- 564: Marchin' to the city (=doing alright) -- 565: Million miles -- 566: Not dark yet -- 567: Red river shore -- 568: Standing in the doorway -- 569: Cold irons bound -- 570: Tryin' to get to heaven -- 571: Make you feel my love -- 572: Til I fell in love with you -- 573: Love sick -- 574: Things have changed -- 2000-1 -- 575: Summer days -- 576: Tweedle Dee & Tweedle Dum -- 577: Honest with me -- 578: Lonesome day blues -- 579: Bye and bye -- 580: Floater (too much to ask) -- 581: Moonlight -- 582: Po' boy -- 583: High water (for Charlie Patton) -- 584: Cry a while -- 585: Sugar baby -- 586: Waitin' for you -- 2002-6 -- 587: Cross the green mountain -- 588: Tell Ol' Bill -- 589: Can't escape from you -- 590: Thunder on the mountain -- 591: Spirit on the water -- 592: Rollin' and tumblin' -- 593: When the deal goes down -- 594: Someday baby -- 595: Workingman's blues #2 -- 596: Beyond the horizon -- 597: Nettie Moore -- 598: Levee's gonna break -- 599: Ain't talkin' -- 600: Huck's tune -- Endnotes -- Acknowledgments -- Select bibliography -- Copyright information -- Song index -- General index.…”
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120
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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