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141
Handbook of industrial engineering equations, formulas, and calculations
Published 2011Table of Contents: “…Computational Foundations of Industrial Engineering ; Efficacy of Mathematical Modeling; Industrial Engineering and Computations; Definition and Applications; Orientation to STEM; IE Catchphrases; Span and Utility of IE; Heritage from Industrial Revolution; Historical Accounts; Chronology of Applications; Importance of Calculations Guide; Basic Queuing Equations; Queuing Birth-Death Processes; Laws of Motion of Queuing Birth and Death; Data Types for Computational Analysis; References; ; Basic Mathematical Calculations ; Quadratic Equation; Overall Mean; Chebyshev's Theorem; Permutations; Combinations; Probability Distribution; Probability; Distribution Function; Expected Value; Variance; Binomial Distribution; Poisson Distribution; Mean of a Binomial Distribution; Normal Distribution; Cumulative Distribution Function; Population Mean; Standard Error of the…”
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142
Exploratory data analysis with MATLAB
Published 2017Table of Contents: “…5.5.2 Probabilistic Latent Semantic Analysis5.6 Minimum Spanning Trees and Clustering; 5.6.1 Definitions; 5.6.2 Minimum Spanning Tree Clustering; 5.7 Evaluating the Clusters; 5.7.1 Rand Index; 5.7.2 Cophenetic Correlation; 5.7.3 Upper Tail Rule; 5.7.4 Silhouette Plot; 5.7.5 Gap Statistic; 5.7.6 Cluster Validity Indices; 5.8 Summary and Further Reading; Exercises; Chapter 6 Model-Based Clustering; 6.1 Overview of Model-Based Clustering; 6.2 Finite Mixtures; 6.2.1 Multivariate Finite Mixtures; 6.2.2 Component Models -- Constraining the Covariances; 6.3 Expectation-Maximization Algorithm.…”
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143
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144
Rediscovering mathematics : you do the math
Published 2011Full text (MFA users only)
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145
Destructive sublime : World War II in American film and media
Published 2018Full text (MFA users only)
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146
Debates in the digital humanities 2016
Published 2016Table of Contents: “…Father Busa Female Punch Card Operatives / Melissa Terras and Julianne Nyhan -- On the Origin of "Hack" and "Yack" / Bethany Nowviskie -- Reflections on a Movement: #transformDH, Growing Up / Moya Bailey, Anne Cong-Huyen, Alexis Lothian, and Amanda Phillips.…”
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148
Deep Learning with TensorFlow : Explore neural networks and build intelligent systems with Python, 2nd Edition.
Published 2018Table of Contents: “…; Artificial neural networks; The biological neurons; The artificial neuron; How does an ANN learn?; ANNs and the backpropagation algorithm; Weight optimization; Stochastic gradient descent; Neural network architectures; Deep Neural Networks (DNNs); Multilayer perceptron; Deep Belief Networks (DBNs).…”
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149
Numerical Methods for Eigenvalue Problems.
Published 2012Full text (MFA users only)
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150
Learning OpenCV 3 Application Development.
Published 2016Full text (MFA users only)
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151
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152
Dermatologic principles and practice in oncology : conditions of the skin, hair, and nails in cancer patients
Published 2013Table of Contents: “…Borovicka, Jennifer R.S. Gordon, Ann Cameron Haley, Nicole E. Larson and Dennis P. …”
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153
Computational ecology : artificial neural networks and their applications
Published 2010Full text (MFA users only)
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154
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155
Principles of artificial neural networks
Published 2013Table of Contents: “…Fundamentals of biological neural networks -- ch. 3. Basic principles of ANNs and their early structures. 3.1. Basic principles of ANN design. 3.2. …”
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156
MODELING AND SIMULATION OF LOGISTICS FLOWS : theory and fundamentals.
Published 2017Full text (MFA users only)
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157
Introduction to Stochastic Processes with R.
Published 2016Table of Contents: “…B.3 CONTINUOUS RANDOM VARIABLES -- B.4 COMMON PROBABILITY DISTRIBUTIONS -- B.5 LIMIT THEOREMS -- B.6 MOMENT-GENERATING FUNCTIONS -- APPENDIX C: SUMMARY OF COMMON PROBABILITY DISTRIBUTIONS -- APPENDIX D: MATRIX ALGEBRA REVIEW -- D.1 BASIC OPERATIONS -- D.2 LINEAR SYSTEM -- D.3 MATRIX MULTIPLICATION -- D.4 DIAGONAL, IDENTITY MATRIX, POLYNOMIALS -- D.5 TRANSPOSE -- D.6 INVERTIBILITY -- D.7 BLOCK MATRICES -- D.8 LINEAR INDEPENDENCE AND SPAN -- D.9 BASIS -- D.10 VECTOR LENGTH -- D.11 ORTHOGONALITY -- D.12 EIGENVALUE, EIGENVECTOR -- D.13 DIAGONALIZATION -- ANSWERS TO SELECTED ODD-NUMBERED EXERCISES…”
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