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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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83
Vengeance is mine : the scandalous love triangle that triggered the Boyce-Sneed feud
Published 2011Full text (Emmanuel users only)
Electronic eBook -
84
Oracle Database 12c Security Cookbook.
Published 2016Full text (Emmanuel users only)
Electronic eBook -
85
Modern devices : the simple physics of sophisticated technology
Published 2016Table of Contents: “…; 15.3 TRADITIONAL AND HIGH-DEFINITION TV DISPLAY FORMATS; 15.4 CATHODE RAY TUBES; 15.5 LIQUID CRYSTAL DISPLAYS; 15.6 PLASMA DISPLAYS; 15.7 DIGITAL MICRO-MIRROR DEVICES.…”
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86
Financial spillovers to emerging markets during the global financial crisis
Published 2009Full text (Emmanuel users only)
Electronic eBook -
87
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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88
Los puros criollos. / Sagrado corazón
Published 2012Full text (Emmanuel users only)
Electronic Video -
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Los puros criollos. / Tecnología criolla
Published 2012Full text (Emmanuel users only)
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Swiss sensibility : the culture of architecture in Switzerland
Published 2017Full text (Emmanuel users only)
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92
Naturally healthy Mexican cooking : authentic recipes for dieters, diabetics, & all food lovers
Published 2014Full text (Emmanuel users only)
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Los puros criollos. / Florero de Llorente
Published 2012Full text (Emmanuel users only)
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Renewable Energy and Power Technology II : Selected, Peer Reviewed Papers from the 2014 2nd International Conference on Renewable Energy and Environmental Technology (REET 2014), A...
Published 2014Full text (Emmanuel users only)
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Los puros criollos. / Almanaque Bristol
Published 2012Full text (Emmanuel users only)
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The problem with pleasure : modernism and its discontents
Published 2013Full text (Emmanuel users only)
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108
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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109
Computational electrodynamics : a gauge approach with applications in microelectronics
Published 2017Full text (Emmanuel users only)
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110
Hybrid offline/online methods for optimization under uncertainty
Published 2022Full text (Emmanuel users only)
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111
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Eastern Mediterranean Health Journal Vol. 20 No. 11 2014 : Trilingual edition English/French/Arabic.
Published 2014Full text (Emmanuel users only)
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Milestone visual documents in American history : the images, cartoons, and other visual sources that shaped America
Published 2023Table of Contents: “…Palmer : "Detroit arsenal tank plant (Chrysler)" photograph -- Rube Goldberg : "Peace today" cartoon -- Photograph of Joseph McCarthy -- Photograph of the 101st Airborne Division outside Little Rock Central High School -- Thomas J. O'Halloran : "Kitchen" debate photograph of Richard Nixon and Nikita Khrushchev -- Photograph of Levittown, Pennsylvania -- Photograph of Interstate 10 under construction in California -- Fred Blackwell : Woolworths lunch counter sit-in photograph -- Hélène Roger-Viollet : drive-in restaurant photograph -- Herbert Block : "I got one of 'em" cartoon about Selma, Alabama -- Photograph of Black Panther Party demonstration -- American Indians occupy Alcatraz photograph -- United Farm Workers strike photograph -- Photograph of Vietnam War destruction -- Herbert Block : "National security blanket" cartoon -- "Remember Wounded Knee" patch -- Marty Lederhandler : photograph of gasoline rationing -- Photograph of anti-busing rally in Boston -- Warren K. …”
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115
A cultural history of the avant-garde in the Nordic countries, 1950-1975
Published 2016Table of Contents: Full text (Emmanuel users only)
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116
A promising problem : the new Chicana/o history
Published 2016Full text (Emmanuel users only)
Government Document Electronic eBook -
117
Freestanding houses : a housing typology
Published 2010Full text (Emmanuel users only)
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118
Layout techniques for integrated circuit designers
Published 2022Full text (Emmanuel users only)
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119
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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120
Introduction to Antennas and RF Propagation Analysis
Published 2021Full text (Emmanuel users only)
Electronic eBook