“…Accelerate the adoption of machine learning by automating away the complex parts of the ML pipeline using H2O.ai Key Features Learn how to train the best models with a single click using H2O AutoML Get a simple explanation of model performance using H2O Explainability Easily deploy your trained models to production using H2O MOJO and POJO Book Description With the huge amount of data being generated over the internet and the benefits that Machine Learning (ML) predictions bring to businesses, ML implementation has become a low-hanging fruit that everyone is striving for. The complex mathematics behind it, however, can be discouraging for a lot of users. …”

“…The book delivers various bioinformatics computational methods used to identify diseases at an early stage by assembling cutting-edge resources into a single collection designed to enlighten the reader on topics focusing on computer science, mathematics, and biology. In modern biology and medicine, bioinformatics is critical for data management. …”

“…Liquid crystal basic concepts are an inspiration for various branches of physics, chemistry, materials science, mathematics, biology, and engineering. These concepts enable the synthesis and characterization of new materials with low-molecular weight, as well as of polymeric and elastomeric materials. …”

“…It is not yet able to describe gravity in a mathematically consistent manner. CP violation remains unexplained. …”

“…This unique resource fills this gap in the decision analysis literature and features both soft personal/interpersonal skills and the hard technical skills involving mathematics and modeling. Readers will learn how to identify and overcome the numerous challenges of decision making, choose the appropriate decision process, lead and manage teams, and create value for their organization. …”

Tabla de Contenidos: “…Mill, principles of political economy -- The Marxian challenge -- Karl Marx, critique of political economy (1859), capital -- The marginal revolution -- William Stanley Jevons, theory of political economy -- Carl Menger, principles of economics -- Leon Walras, elements of pure economics -- F.Y. Edgeworth, mathematical psychics -- Alfred Marshall, principles of economics -- Eugen Böhm-bawerk, the positive theory of capital -- The development of macroeconomics -- Introduction -- Knut Wicksell, "the influence of the rate of interest on prices" -- Irving Fisher, the rate of interest (1907) and the purchasing power of money -- John Maynard Keynes, "the end of laissez-faire" (1926), "the general theory of employment" (1937), and the general theory of employment, interest and money (1936) vi. institutional economics -- Thorstein Veblen, the theory of the leisure class -- John R. …”
Enlace del recurso

Tabla de Contenidos: “…LIGHT PULSE PROPAGATION -- INTRODUCTION -- 5.1 MATHEMATICAL DESCRIPTION OF LIGHT PULSES -- 5.2 PULSE DURATION AND BANDWIDTH -- 5.3 INSTANTANEOUS FREQUENCY AND CHIRP -- 5.4 OPTICAL PULSE PROPAGATION IN DISPERSIVE (...) -- 5.5 SOLVED PROBLEMS -- 5.6 PROPOSED PROBLEMS -- 6. …”

Tabla de Contenidos: “…EJEMPLOS ASIÁTICOS; The learning gap; The teaching gap; Knowing and teaching elementary mathematics; Las escuelas excelentes versión occidental; TODAS LAS MATERIAS SON LENGUAS; Las matemáticas; Las ciencias naturales; La historia; El aprendizaje de la lengua desde el principio; Entrar en el mundo del libro; La lectoescritura; La clase de lengua y literatura; Menos literatura…”

Tabla de Contenidos: “…Cover; Preface; Dedication; Figures; Tables; Acknowledgments; Abbreviations; Chapter One - Introduction: Framing the Problem; Origins and Purpose of This Book; Scale-Up in an Earlier Era of Educational Reforms; Environmental Shifts in the 1980's and 1990's; Lessons from the Field; A Conceptual Framework for Scale-Up; Outline of the Remainder of the Book; References; Chapter Two - Cognitively Guided Instruction: Challenging the Core of Educational Practice; The Conceptual Basis for Scaling Up; Cognitively Guided Instruction; The Development of Children's Mathematical Thinking…”

Tabla de Contenidos: “…-- Moving Beyond the Gold Standard: Epistemological and Ontological Considerations of Research in Science Literacy -- Longitudinal Studies into Science Learning: Methodological Issues -- An International Perspective of Monitoring Educational Research Quality: Commonalities and Differences -- Considering Research Quality and Applicability Through the Eyes of Stakeholders -- Curriculum and Pedagogy -- Researching Effective Pedagogies for Developing the Literacies of Science: Some Theoretical and Practical Considerations -- Pedagogy, Implementation, and Professional Development for Teaching Science Literacy: How Students and Teachers Know and Learn -- Approaching Classroom Realities: The Use of Mixed Methods and Structural Equation Modeling in Science Education Research -- Mixed-methodology Research in Science Education: Opportunities and Challenges in Exploring and Enhancing Thinking Dispositions -- New Directions in Science Literacy Education -- Statistics, Research Methods, and Science Literacy -- Multilevel Modeling with HLM: Taking a Second Look at PISA -- Methods from Item Response Theory: Going Beyond Traditional Validity and Reliability in Standardizing Assessments -- Confounding in Observational Studies using Standardized Test Data: Careful Disentanglement of Statistical Interpretations and Explanations -- Predicting Group Membership using National Assessment of Educational Progress (NAEP) Mathematics Data -- Incorporating Exploratory Methods using Dynamic Graphics into Multivariate Statistics Classes: Curriculum Development -- Approaches to Broadening the Statistics Curricula -- Dr. …”

Tabla de Contenidos: “…Introduction; Basic Enzyme Mechanism Under In Vivo Conditions; Effect of Enzyme-Substrate Binding; Effect of Reaction Reversibility; Effect of Substrate and Product Binding Combined with Reaction Reversibility; Time Course of the Complete Enzyme Mechanism; Simple Enzyme Systems; Simple Enzyme Pathways under In Vivo Conditions; Thought Experiment: Regulating Flux In Vivo; Mathematical Modeling of the Linear System; Branch Points and Irreversible Enzymes in Pathways; Simple Enzyme Pathways and Crossover Plots…”

Tabla de Contenidos: “…Proportion of 15-year-old students below Level 2 in mathematics (2003 and 2012); Policy options to deliver equity and quality in education; Developing early childhood education and care; Figure 2.2. …”

Tabla de Contenidos: “…REFERENCESChapter 3 - Gene Selection Methods for Microarray Data; INTRODUCTION TO GENE SELECTION; FEATURE SELECTION ALGORITHMS BASED ON WRAPPER APPROACH; UNSUPERVISED FILTER BASED FEATURE SELECTION ALGORITHMS; CONCLUSIONS; REFERENCES; Chapter 4 - Brain MRI Intensity Inhomogeneity Correction Using Region of Interest, Anatomic Structural Map, and Outlier Det ...; INTRODUCTION; MATHEMATICAL MODELS OF BIAS FIELD; DESIGN TECHNIQUES OF CURRENT ALGORITHMS; IMPORTANCE OF CURRENT ALGORITHMS; METHODS; EXPERIMENTAL DESIGN; DISCUSSION; CONCLUSION; REFERENCES…”

Tabla de Contenidos: “…Numerical analyses of children’s drawings of god(s): an approach based on computer vision and mathematical methods (Christelle Cocco, Raphaël Ceré) -- Chapter 7. …”

Tabla de Contenidos: “…Indexing as a method for data analysis; Relative Time-Based Indexes; Relative Regional Indexes; Weighting the Index Number; Chapter Summary; Exercise Problems; Appendix I: Key Terminology and Formula in Statistics; Appendix II: Guide for Using Microsoft Excel 2003 in This Textbook; Appendix III: Mathematical Relationships; Appendix IV: Answers to End of Chapter Exercises; Bibliography; Index…”

Tabla de Contenidos: “…Further Reading; B.1 Mathematics; B.2 Programming; B.3 Computer Graphics; Glossary; Index…”

Tabla de Contenidos: “…; FORECASTING METHODOLOGIES; TRADABLE NEWS; APPLICATION OF EVENT ARBITRAGE; CONCLUSION; Chapter 13: Statistical Arbitrage in High-Frequency Settings; MATHEMATICAL FOUNDATIONS; PRACTICAL APPLICATIONS OF STATISTICAL ARBITRAGE; CONCLUSION; Chapter 14: Creating and Managing Portfolios of High-Frequency Strategies; ANALYTICAL FOUNDATIONS OF PORTFOLIO OPTIMIZATION…”

Tabla de Contenidos: “…PREFACE TO THE 2011 EDITION xxi -- CHAPTER 1 INTRODUCTION 1 -- PART I HISTORICAL BACKGROUND -- CHAPTER 2 SYNTHETIC A UDIO: A BRIEF HISTORY 9 -- CHAPTER 3 SPEECH ANALYSIS AND SYNTHESIS OVERVIEW 21 -- CHAPTER 4 BRIEF HISTORY OF AUTOMATIC SPEECH RECOGNITION 40 -- CHAPTER 5 SPEECH-RECOGNITION OVERVIEW 59 -- PART II MATHEMATICAL BACKGROUND -- CHAPTER 6 DIGITAL SIGNAL PROCESSING 73 -- CHAPTER 7 DIGITAL FILTERSAND DISCRETE FOURIER TRANSFORM 87 -- CHAPTER 8 PATTERN CLASSIFICATION 105 -- CHAPTER 9 STATISTICAL PATTERN CLASSIFICATION 124 -- PART III ACOUSTICS -- CHAPTER 10 WAVE BASICS 141 -- CHAPTER 11 ACOUSTIC TUBE MODELING OF SPEECH PRODUCTION 152 -- CHAPTER 12 MUSICAL INSTRUMENT ACOUSTICS 158 -- CHAPTER 13 ROOM ACOUSTICS 179 -- PART IV AUDITORY PERCEPTION -- CHAPTER 14 EAR PHYSIOLOGY 193 -- CHAPTER 15 PSYCHOACOUSTICS 209 -- CHAPTER 16 MODELS OF PITCH PERCEPTION 218 -- CHAPTER 17 SPEECH PERCEPTION 232 -- CHAPTER 18 HUMAN SPEECH RECOGNITION 250 -- PART V SPEECH FEATURES -- CHAPTER 19 THE AUDITORY SYSTEM AS A FILTER BANK 263 -- CHAPTER 20 THE CEPSTRUM AS A SPECTRAL ANALYZER 277 -- CHAPTER 21 LINEAR PREDICTION 286 -- PART VI A UTOMATIC SPEECH RECOGNITION -- CHAPTER 22 FEATURE EXTRACTION FOR ASR 301 -- CHAPTER 23 LINGUISTIC CATEGORIES FOR SPEECH RECOGNITION 319 -- CHAPTER 24 DETERMINISTIC SEQUENCE RECOGNITION FOR ASR 337 -- CHAPTER 25 STATISTICAL SEQUENCE RECOGNITION 350 -- CHAPTER 26 STATISTICAL MODEL TRAINING 364 -- CHAPTER 27 DISCRIMINANT ACOUSTIC PROBABILITY ESTIMATION 381 -- CHAPTER 28 ACOUSTIC MODEL TRAINING: FURTHER TOPICS 394 -- CHAPTER 29 SPEECH RECOGNITION AND UNDERSTANDING 416 -- PART VII SYNTHESIS AND CODING -- CHAPTER 30 SPEECH SYNTHESIS 431 -- CHAPTER 31 PITCH DETECTION 455 -- CHAPTER 32 VOCODERS 473 -- CHAPTER 33 LOW-RATE VOCODERS 493 -- CHAPTER 34 MEDIUM-RATE AND HIGH-RATE VOCODERS 505 -- CHAPTER 35 PERCEPTUAL A UDIO CODING 531 -- PART VIII OTHER APPLICATIONS -- CHAPTER 36 SOME ASPECTS OF COMPUTER MUSIC SYNTHESIS 553 -- CHAPTER 37 MUSIC SIGNAL ANALYSIS 567 -- CHAPTER 38 MUSIC RETRIEVAL 581.…”

Tabla de Contenidos: “…2.8 Scaling Law and Fluid Flow in MicroscaleReferences; Chapter 3 - Computational transport processes for micromixers*; 3.1 Introduction; 3.2 Problem Description; 3.3 Mathematical Formulation; 3.4 Solution Procedure; 3.5 Verifications and Validations; 3.6 Examples; 3.7 Concluding Remarks; References; Chapter 4 - Fabrication technologies; 4.1 Silicon-Based Microtechnologies; 4.2 Polymeric Microtechnologies; 4.3 Metallic Microtechnologies; 4.4 Packaging; 4.5 Conclusions; References; Chapter 5 - Micromixers based on molecular diffusion; 5.1 Parallel Lamination; 5.2 Sequential Lamination…”

Tabla de Contenidos: “…The design and construction of an Intelligent Management System on the investigation and evaluation of life styleThe idea of intelligent management of community residents physique health in the era of Big Data - Setting Shanghai as an example; The strategic games of competitive sport intelligence in the Big Data era; Fundamental and applied sciences; Four types of Positive-definite Quaternion Matrices and their properties; Research into an index system and a mathematical model for evaluating the sense of happiness amongst waterway staff in China…”