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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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Electromagnetic non-destructive evaluation (XXI)
Published 2018Full text (Emmanuel users only)
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Advanced Materials for EMI Shielding
Published 2018Full text (Emmanuel users only)
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Body area communications : channel modeling, communication systems, and EMC
Published 2013Full text (Emmanuel users only)
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Radio-frequency integrated-circuit engineering
Published 2015Full text (Emmanuel users only)
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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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Electromagnetic Nondestructive Evaluation (XVI).
Published 2013Full text (Emmanuel users only)
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Practical antenna design for wireless products
Published 2019Full text (Emmanuel users only)
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Los puros criollos. / Tecnología criolla
Published 2012Full text (Emmanuel users only)
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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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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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Vengeance is mine : the scandalous love triangle that triggered the Boyce-Sneed feud
Published 2011Full text (Emmanuel users only)
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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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Layout techniques for integrated circuit designers
Published 2022Full 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. / Sagrado corazón
Published 2012Full text (Emmanuel users only)
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Los puros criollos. / Himno nacional
Published 2012Full text (Emmanuel users only)
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Los puros criollos. / Florero de Llorente
Published 2012Full text (Emmanuel users only)
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Too much is not enough! : Charleston Conference proceedings, 2013
Published 2014Table of Contents: “…Harwell and Sharon P. Williams - Changing operations of academic libraries / Allen McKiel, Jim Dooley and Robert Murdoch - Proving the value of library collections part II: an interdisciplinary study using citation analysis / Amalia Monroe-Gulick and Lea Hill Currie - It can be done! …”
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Los puros criollos. / Almanaque Bristol
Published 2012Full text (Emmanuel users only)
Electronic Video