Tabla de Contenidos: “…-- Partial Sample Regression -- Asymmetry -- Sensitivity -- Memory and Bias -- Key Takeaways -- Relevance Mathematically -- Prediction -- Equivalence to Linear Regression -- Partial Sample Regression -- Asymmetry -- Relevance Applied -- Appendix 4.1: Predicting Binary Outcomes -- Predicting Binary Outcomes Conceptually -- Predicting Binary Outcomes Mathematically -- References -- 5 Fit -- Fit Conceptually -- Failing Gracefully -- Why Fit Varies -- Avoiding Bias -- Precision -- Focus -- Key Takeaways -- Fit Mathematically -- Components of Fit -- Precision -- Fit Applied -- 6 Reliability -- Reliability Conceptually -- Key Takeaways -- Reliability Mathematically -- Reliability Applied -- References -- 7 Toward Complexity -- Toward Complexity Conceptually -- Learning by Example -- Expanding on Relevance -- Key Takeaways -- Toward Complexity Mathematically -- Complexity Applied…”

Tabla de Contenidos: “…Generation of observation equation; 6.3. Linearization; 6.4. Solving for position; 6.5. Other methods for position fixing…”

Tabla de Contenidos: “…Cover -- Half Title -- Title -- Copyright -- Contents -- Preface -- Introduction -- 001 Abstraction -- 002 Allegory -- 003 Ambiguity -- 004 Appropriation -- 005 Areas of Competence -- 006 Authenticity and Outsider Art -- 007 Autobiography -- 008 Balance -- 009 Beauty -- 010 Boundaries -- 011 Brush Techniques -- 012 Chance -- 013 Classicism and Renaissance -- 014 Collage and Assemblage -- 015 Color as Light -- 016 Color as Limit -- 017 Color Theory -- 018 Composition -- 019 Conceptual Art -- 020 Consistency of Visual Language -- 021 Craft -- 022 Creativity -- 023 Cross-Cultural Fertilization -- 024 Cubism -- 025 Dada -- 026 Decoration -- 027 Distortion -- 028 Distribution -- 029 Drawing Language -- 030 The Emotive Object -- 031 Erotic Art -- 032 Expression in the Abstract -- 033 Fantasy and Visionary Art -- 034 Finish -- 035 Formal Innovation -- 036 Form Rendered -- 037 Gender -- 038 Harmony -- 039 Hierarchical Proportion -- 040 Imagination -- 041 Installation -- 042 Intentionality -- 043 Interactive Art -- 044 Juxtaposition -- 045 Kinetic Art -- 046 Land Art -- 047 Layers -- 048 Linear Basics -- 049 Mannerism -- 050 Mass -- 051 Materials as Art -- 052 Minimalism -- 053 Mixed Media and Multimedia -- 054 Motif -- 055 Movement -- 056 Narrative -- 057 Op Art -- 058 Overload -- 059 Performance Art -- 060 Perspective -- 061 Plasticity -- 062 Politics and Polemics -- 063 Prepare and Develop -- 064 Printmaking -- 065 Process as Meaning -- 066 Proportion and Ratio -- 067 Quality -- 068 Quoting -- 069 Readymades -- 070 Realism -- 071 Religiosity -- 072 Repetition -- 073 Representation -- 074 Restraint -- 075 Rhythm -- 076 Romanticism -- 077 Scale -- 078 Semiotics -- 079 Semiotics 2: Deconstruction -- 080 Sensitivity and Sensibility -- 081 Shape -- 082 Shock -- 083 Simplification -- 084 Space and Volume -- 085 Spectacle -- 086 Style and Stylishness…”

Tabla de Contenidos: “…2.2.3 Weakly Guiding Approximation, Hybrid Modes, and Linear Polarized Modes2.2.4 Field Distribution and Polarization Characteristics; 2.2.5 Multimode Fiber and Cladding Modes; 2.2.6 Propagation of Optical Pulses in Optical Fibers; 2.3 Basic Theory of the Gradient-Index Optical Fiber; 2.3.1 Ray Equation in Inhomogeneous Media; 2.3.2 Ray Optics of GRIN Fiber; 2.3.3 Wave Optics of GRIN Fiber; 2.3.4 Basic Characteristics of Gradient Index Lens; 2.4 Special Optical Fibers; 2.4.1 Rare-Earth-Doped Fibers and Double-Cladding Fibers; 2.4.2 Polarization Maintaining Fibers…”

Tabla de Contenidos: “…Discovering associations between continuous and discrete variables -- Expressing dependencies with a linear regression formula -- Summary -- Chapter 7: Unsupervised Machine Learning -- Installing ML services (In-Database) packages -- Performing market-basket analysis -- Finding clusters of similar cases -- Principal components and factor analyses -- Summary -- Chapter 8: Supervised Machine Learning -- Evaluating predictive models -- Using the Naive Bayes algorithm -- Predicting with logistic regression -- Trees, forests, and more trees -- Predicting with T-SQL -- Summary -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos:

Tabla de Contenidos: “…Preface -- Part 1: Mathematical Modeling -- 1 -- Introduction to Mathematical Modeling -- Mathematical optimization -- Understanding the problem -- Formulation of the problem -- Signal processing -- Understanding the problem -- Formulation of the problem -- Control theory -- Understanding the problem -- Formulation of the problem -- Summary -- 2 -- Machine Learning vis-à-vis Mathematical Modeling -- ML as mathematical optimization -- Example 1 - regression -- Example 2 - neural network -- ML - a predictive tool -- E-commerce -- Sales and marketing -- Cybersecurity -- Mathematical modeling - a prescriptive tool -- Finance -- Retail -- Energy -- Digital advertising -- Summary -- Part 2: Mathematical Tools -- 3 -- Principal Component Analysis -- Linear algebra for PCA -- Covariance matrix - eigenvalues and eigenvectors -- Number of PCs - how to select for a dataset -- Feature extraction methods -- LDA - the difference from PCA -- Applications of PCA -- Noise reduction -- Anomaly detection -- Summary -- 4 -- Gradient Descent -- Gradient descent variants -- Application of gradient descent -- Mini-batch gradient descent and stochastic gradient descent -- Gradient descent optimizers -- Momentum -- Adagrad -- RMSprop -- Adam -- Summary -- 5 -- Support Vector Machine -- Support vectors in SVM -- Kernels for SVM -- Implementation of SVM -- Summary -- 6 -- Graph Theory -- Types of graphs -- Undirected graphs -- Directed graphs -- Weighted graphs -- Optimization use case -- Optimization problem -- Optimized solution -- Graph neural networks -- Summary -- 7 -- Kalman Filter -- Computation of measurements -- Filtration of measurements -- Implementation of the Kalman filter -- Summary -- 8 -- Markov Chain -- Discrete-time Markov chain -- Transition probability -- Application of the Markov chain -- Markov Chain Monte Carlo -- Gibbs sampling algorithm…”

Tabla de Contenidos: “…XSS Worms; Introduction; Exponential XSS; XSS Warhol Worm; Linear XSS Worm; Samy Is My Hero; Summary; Solutions Fast Track…”

Tabla de Contenidos: “…Machine generated contents note: Preface xi1 Basic Counting Methods 11.1 The multiplication principle 11.2 Permutations 41.3 Combinations 61.4 Binomial coefficient identities 101.5 Distributions 191.6 The principle of inclusion and exclusion 231.7 Fibonacci numbers 311.8 Linear recurrence relations 331.9 Special recurrence relations 411.10 Counting and number theory 45Notes 502 Generating Functions 532.1 Rational generating functions 532.2 Special generating functions 632.3 Partition numbers 762.4 Labeled and unlabeled sets 802.5 Counting with symmetry 862.6 Cycle indexes 932.7 Polya's theorem 962.8 The number of graphs 982.9 Symmetries in domain and range 1022.10 Asymmetric graphs 103Notes 1053 The Pigeonhole Principle 1073.1 Simple examples 1073.2 Lattice points, the Gitterpunktproblem, and SET(r) 1103.3 Graphs 1153.4 Colorings of the plane 1183.5 Sequences and partial orders 1193.6 Subsets 124Notes 1264 Ramsey Theory 1314.1 Ramsey's theorem 1314.2 Generalizations of Ramsey's theorem 1354.3 Ramsey numbers, bounds, and asymptotics 1394.4 The probabilistic method 1434.5 Sums 1454.6 Van der Waerden's theorem 146Notes 1505 Codes 1535.1 Binary codes 1535.2 Perfect codes 1565.3 Hamming codes 1585.4 The Fano Configuration 162Notes 1686 Designs 1716.1 t-designs 171CONTENTS ix6.2 Block designs 1756.3 Projective planes 1806.4 Latin squares 1826.5 MOLS and OODs 1856.6 Hadamard matrices 1886.7 The Golay code and S(5, 8, 24) 1946.8 Lattices and sphere packings 1976.9 Leech's lattice 199Notes 201A Web Resources 205B Notation 207Exercise Solutions 211References 225Index 227.…”

Tabla de Contenidos: “…Cover -- Title Page -- Contents -- Preface -- Introduction -- 1 Abstraction -- 2 Allegory -- 3 Ambiguity -- 4 Appropriation -- 5 Areas of Competence -- 6 Authenticity and Outsider Art -- 7 Autobiography -- 8 Balance -- 9 Beauty -- 10 Boundaries -- 11 Brush Techniques -- 12 Chance -- 13 Classicism and Renaissance -- 14 Collage and Assemblage -- 15 Color as Light -- 16 Color as Limit -- 17 Color Theory -- 18 Composition -- 19 Conceptual Art -- 20 Consistency of Visual Language -- 21 Craft -- 22 Creativity -- 23 Cross-Cultural Fertilization -- 24 Cubism -- 25 Dada -- 26 Decoration -- 27 Distortion -- 28 Distribution -- 29 Drawing Language -- 30 The Emotive Object -- 31 Erotic Art -- 32 Expression in the Abstract -- 33 Fantasy and Visionary Art -- 34 Finish -- 35 Formal Innovation -- 36 Form Rendered -- 37 Gender -- 38 Harmony -- 39 Hierarchical Proportion -- 40 Imagination -- 41 Installation -- 42 Intentionality -- 43 Interactive Art -- 44 Juxtaposition -- 45 Kinetic Art -- 46 Land Art -- 47 Layers -- 48 Linear Basics -- 49 Mannerism -- 50 Mass -- 51 Materials as Art -- 52 Minimalism -- 53 Mixed Media and Multimedia -- 54 Motif -- 55 Movement -- 56 Narrative -- 57 Op Art -- 58 Overload -- 59 Performance Art -- 60 Perspective -- 61 Plasticity -- 62 Politics and Polemics -- 63 Prepare and Develop -- 64 Printmaking -- 65 Process as Meaning -- 66 Proportion and Ratio -- 67 Quality -- 68 Quoting -- 69 Readymades -- 70 Realism -- 71 Religiosity -- 72 Repetition -- 73 Representation -- 74 Restraint -- 75 Rhythm -- 76 Romanticism -- 77 Scale -- 78 Semiotics -- 79 Semiotics 2: Deconstruction -- 80 Sensitivity and Sensibility -- 81 Shape -- 82 Shock -- 83 Simplification -- 84 Space and Volume -- 85 Spectacle -- 86 Style and Stylishness -- 87 Successive Approximation -- 88 Sufficiency of Means -- 89 Surrealism -- 90 Symbols -- 91 Symmetry -- 92 Temporary Art…”

Tabla de Contenidos: “…Stochastic Methods in Optimization; 7.3. Systems of Linear Equations; 7.4. Quasi-Monte-Carlo Integration; 7.5. …”

Tabla de Contenidos: “…6 An econometric analysis of the nexus of military expenditure and the profit rate -- Introduction -- Literature survey -- Data -- Method -- Results and discussion -- Conclusion -- 7 Analysis of the nexus of military expenditure and profit: country cases -- Introduction -- Literature survey -- Data -- Method -- ARDL bounds testing approach -- Non-linear ARDL -- Markov switching model -- Toda-Yamamoto method -- Results and discussion -- Results for U.S.A. -- Summary of the long-term results of all countries -- Conclusion -- 8 Conclusion -- Appendix A: Panel studies (dependent variable is PWT Profit) -- Appendix B: Time-series analyses -- Appendix C: Toda-Yamamoto procedure results -- Index…”

Tabla de Contenidos: “…; ""ILLUSTRATIVE EXAMPLE OF A PROTOTYPE CLASSIFICATION SCHEME FOR CCL CONTAMINANTS""; ""The Training Data Set""; ""Attribute Scoring""; ""Prototype Classification Functions""; ""Classification Results Using a Linear Classifier""; ""Classification Results Using a Neural Network Classifier""; ""DEMONSTRATED USE OF THE TRAINED CLASSIFIER""; ""Examination of Misclassified Contaminants""…”

Tabla de Contenidos: “…Motivated attention in action -- 1. Linear versus dynamical causal sequences in the brain -- 2. …”

Tabla de Contenidos: “…Videojuegos como estrategia complementaria en el tratamiento del juego patológico / Susana Jiménez Murcia, Fernando Fernández Aranda, Juan José Santamaría, Roser Granero Pérez , Salomé Tárrega, María Neus Aymamí, Mónica Gómez Peña, Cristina Giner, José Manuel Menchón, Playmancer Consortium, Laura Forcano, Lamprini G. …”

Tabla de Contenidos: “…La identidad otorgada através del fútbol resulta fundamental para generar un tipo de sentimiento,muy específico, que nos lleva a reconocernos como parte de un algo común:Colombia. …”
Acceso restringido con credenciales UPSA