Tabla de Contenidos: “…Gómez, Santos, Solsona, Viñoly: Municipal Bank of Buenos Aires, Head Office, Buenos Aires ; Kevin Roche, John Dinkeloo: Irwin Union Bank and Trust Company, Columbus, Indiana ; Kevin Roche, John Dinkeloo: Aetna Life and Casualty Computer Building, Hartford, Connecticut ; Herman Hertzberger, Lucas and Niemeijer: Centraal Beheer Office, Apeldoorn ; Gunnar Birkerts: IBM Corporate Computer Center, Sterling Forest, New York ; Gunnar Birkerts: Federal Reserve Bank of Minneapolis, Minneapolis, Minnesota ; Oscar Niemeyer, Luciano Pozzo, Glauco Campello: Mondadori Building, Milan ; Arata Isozaki: Fukuoka Mutual Bank Headquarters, Fukuoka ; Edward Larrabee Barnes: IBM World Trade, Americans Far East Headquarters, Mount Pleasant, New York ; Kevin Roche, John Dinkeloo: Richardson-Merrell Corporate Headquarters, Wilton, Connecticut ; Harry Seidler: Trade Group Offices, Canberra ; Norman Foster: Willis Faber & Dumas Headquarters, Ipswich ; Carlo Scarpa, Arrigo Rudi: Banca Popolare di Verona, Verona ; Frank O. …”
Sumari

Tabla de Contenidos: “…-- Ensemble methods -- Bootstrapping -- Bagging -- Decision tree -- Tree splitting -- Parameters of tree splitting -- Random forest algorithm -- Case study -- Boosting -- Gradient boosting -- Parameters of gradient boosting -- Summary -- Chapter 4: Training Neural Networks -- Neural networks -- How a neural network works -- Model initialization -- Loss function -- Optimization -- Computation in neural networks -- Calculation of activation for H1 -- Backward propagation -- Activation function -- Types of activation functions -- Network initialization -- Backpropagation -- Overfitting…”

Tabla de Contenidos: “…Bach -- Deep Work to Make a Great Coffee -- Audacious Questions -- ResMed's Big Questions -- Killer Questions at Space X -- Novelty, Gestation, and Safety -- Novelty and Surprise -- Quiescent Curiosity -- Safety and Creativity -- Building Curiosity in Your Organization -- Chapter 2 Dragonfly Eye -- A New Lens on Recidivism -- Seeing Like a Dragonfly -- Anchoring Outside -- Framing the Dragonfly Eye -- The Power of Changing Lenses -- Beer Kegs as Technology -- A Fresh Look at Braces -- Choosing the Wrong Lens: WeWork -- Widening the Aperture -- Amazon's Head Start in Cloud Computing -- Solving a Health Crisis -- A Multi-Lens Approach -- The Neurodiversity Lens and a Digital Twin for Kelp Forests -- Obesity and Wicked Problems -- Bringing a Dragonfly Eye into Your Organization -- Chapter 3 Occurrent Behavior -- Let's Weigh the Money -- Occurrent Behavior and Problem Solving -- Thinking Like a Bayesian -- Framing Occurrent Behavior -- Experiment to Create New Data -- Autonomous Vehicle Experiments -- Space X: Relentless Experimenting -- A/B Testing at Airtasker -- Education Perfect: What the Educators Learned -- New Tools and Approaches…”

Tabla de Contenidos: “…Learning Biology in the Early Years through Nature Play in The Forest: An Exploratory Study from Slovenia(Marjanca Kos, Sue Dale Tunnicliffe, Luka Praprotnik and Gregor Torkar) -- Chapter 19. …”

Tabla de Contenidos: “…Manor Park HQ / Feilden Clegg Bradley Architects ; Nuevo edificio del Parlamento / Michael Hopkins and Partners ; Sede central de Max-Planck-Gesellschaft / Graf, Popp, Streib; con Doranth, Post ; ARD-Hauptstadtstudio / Ortner & Ortner Baukunst ; Deutsche Messe AG / Herzog + Partner ; Agencia Federal para el Medio Ambiente / sauerbruch hutton architekten ; Ampliación del ayuntamiento de Jægergården / Nielsen, Nielsen & Nielsen A/S ; SIHK / Sadar Vuga Arhitekti; Instituto de Investigación Forestal / Behnisch, Behnisch & Partner ; Glaxo Wellcome House / RMJM ; Pioneer / Enrique Browne ; AZL Pensioenfonds / Wiel Arets Architect & Associates bv…”

Tabla de Contenidos: “…Using Monte Carlo methods for stock price prediction -- Exploring the Amazon stock price trend -- Handling the stock price trend as a time series -- Introducing the Black-Scholes model -- Applying the Monte Carlo simulation -- Studying risk models for portfolio management -- Using variance as a risk measure -- Introducing the Value-at-Risk metric -- Estimating VaR for some NASDAQ assets -- Summary -- Chapter 10: Simulating Physical Phenomena Using Neural Networks -- Technical requirements -- Introducing the basics of neural networks -- Understanding biological neural networks -- Exploring ANNs -- Understanding feedforward neural networks -- Exploring neural network training -- Simulating airfoil self-noise using ANNs -- Importing data using pandas -- Scaling the data using sklearn -- Viewing the data using Matplotlib -- Splitting the data -- Explaining multiple linear regression -- Understanding a multilayer perceptron regressor model -- Approaching deep neural networks -- Getting familiar with convolutional neural networks -- Examining recurrent neural networks -- Analyzing long short-term memory networks -- Exploring GNNs -- Introducing graph theory -- Adjacency matrix -- GNNs -- Simulation modeling using neural network techniques -- Concrete quality prediction model -- Summary -- Chapter 11: Modeling and Simulation for Project Management -- Technical requirements -- Introducing project management -- Understanding what-if analysis -- Managing a tiny forest problem -- Summarizing the Markov decision process -- Exploring the optimization process -- Introducing MDPtoolbox -- Defining the tiny forest management example -- Addressing management problems using MDPtoolbox -- Changing the probability of a fire starting -- Scheduling project time using the Monte Carlo simulation -- Defining the scheduling grid -- Estimating the task's time…”

Tabla de Contenidos: “…Leiva López -- Los combustibles sostenibles para el transporte aéreo / Teresa Parejo Navajas -- La promoción de la movilidad limpia o sin emisiones / Antonio Fortes Martín -- La promoción del vehículo eléctrico / Marina Serrano González -- Transporte marítimo y puertos / Remedios Zamora Rosello -- La política de adaptación al cambio climático en la ley 7/2021: instrumentos generales / Susana Galera Rodrigo -- Cambio climático y planificación y gestión del agua / Lorenzo Mellado Ruiz -- Cambio climático y planificación y gestión del dominio público marítimo-terrestre / Marta García Pérez -- Cambio climático y planificación territorial y urbanística / Almudena Fernández Carballal -- Protección de la biodiversidad frente al cambio climático / Agustín García Ureta -- Cambio climático, política agraria, desarrollo rural y política forestal / Francisco Javier Sanz Larruga -- La promoción de los sumideros de carbono: una sensación de déjà vu / Iñigo Sanz Rubiales -- Medidas de transición justa / Endrius Cocciolo -- Elementos financieros y presupuestarios de la nueva ley de cambio climático y transición energética / Enrique ortiz Calle -- Gobernanza y participación pública frente al cambio climático / Carmen Plaza Martín -- Comunidades autónomas, cambio climático y energía / Manuela Mora Ruiz -- El futuro de los hidrocarburos y los combustibles fósiles: un acercamiento desde la perspectiva de derecho comparado y bajo consideración especial del sector del carbón / Johann-Christian Pielow, Dione Hernández Galvis -- Financiación participativa de energías renovables: la ciudadanía en el centro del debate / Louis de Fontenelle -- Cambio climático, energía y la nueva presidencia en estados unidos / Don c. …”

Tabla de Contenidos: “…4.3.2 Bayesian Multisource Classification Mechanism -- 4.3.3 A Refined Multisource Bayesian Model -- 4.3.4 Multisource Classification Using the MRF -- 4.3.5 Assumption of Inter-Source Independence -- 4.4 Evidential Reasoning -- 4.4.1 Concept Development -- 4.4.2 Belief Function and Belief Interval -- 4.4.3 Evidence Combination -- 4.4.4 Decision Rules for Evidential Reasoning -- 4.5 Dealing with Source Reliability -- 4.5.1 Using Classification Accuracy -- 4.5.2 Use of Class Separability -- 4.5.3 Data Information Class Correspondence Matrix -- 4.6 Concluding Remarks and Future Trends -- References -- Chapter 5 Support Vector Machines -- 5.1 Linear Classification -- 5.1.1 The Separable Case -- 5.1.2 The Nonseparable Case -- 5.2 Nonlinear Classification and Kernel Functions -- 5.2.1 Nonlinear SVMs -- 5.2.2 Kernel Functions -- 5.3 Parameter Determination -- 5.3.1 t-Fold Cross-Validations -- 5.3.2 Bound on Leave-One-Out Error -- 5.3.3 Grid Search -- 5.3.4 Gradient Descent Method -- 5.4 Multiclass Classification -- 5.4.1 One-Against-One, One-Against-Others, and DAG -- 5.4.2 Multiclass SVMs -- 5.4.2.1 Vapnik's Approach -- 5.4.2.2 Methodology of Crammer and Singer -- 5.5 Relevance Vector Machines -- 5.6 Twin Support Vector Machines -- 5.7 Deep Support Vector Machines -- 5.8 Concluding Remarks -- References -- Chapter 6 Decision Trees -- 6.1 ID3, C4.5, and SEE5.0 Decision Trees -- 6.1.1 ID3 -- 6.1.2 C4.5 -- 6.1.3 SEE5.0 (C5.0) -- 6.2 CHAID -- 6.3 CART -- 6.4 QUEST -- 6.4.1 Split Point Selection -- 6.4.2 Attribute Selection -- 6.5 Tree Induction from Artic fi ial Neural Networks -- 6.6 Pruning Decision Trees -- 6.6.1 Reduced Error Pruning -- 6.6.2 Pessimistic Error Pruning -- 6.6.3 Error-Based Pruning -- 6.6.4 Cost Complexity Pruning -- 6.6.5 Minimal Error Pruning -- 6.7 Ensemble Methods -- 6.7.1 Boosting -- 6.7.2 Random Forest -- 6.7.3 Rotation Forest…”

“…This practical reference guides readers through the wireless technology forest, gi…”

Tabla de Contenidos: “…Establishment of the Role of Steroid Hormones in Plant Growth and Development -- NRI Awards -- Patents -- Publications -- Additional Information -- Signal-Transduction Pathway of the Plant Hormone Ethylene -- NRI Awards -- Patents -- Publications -- Additional Information -- Improvements in Plant Biotechnology by Manipulation of Gene Silencing -- NRI Awards to Vicki Vance, University of South Carolina -- NRI Awards to James Carrington, Texas A&amp -- M University -- Patent -- Publications -- A New BAC Library Vector for Transferring Large DNA Inserts to Plants -- NRI Award -- Patent -- Publications -- Additional Information: -- Appendix H Research Needs in Food, Fiber, and Natural Resources -- PLANTS -- ANIMALS -- NUTRITION, FOOD SAFETY, AND HEALTH -- NATURAL RESOURCES AND THE ENVIRONMENT -- ENHANCING VALUE AND USE OF AGRICULTURAL AND FOREST PRODUCTS -- MARKETS, TRADE, AND RURAL DEVELOPMENT -- Appendix I Grant Performance Follow-on for Quality Evaluation -- References -- About the Authors -- RECENT PUBLICATIONS OF THE BOARD ON AGRICULTURE AND NATURAL RESOURCES…”

Tabla de Contenidos: “…7 The Academy Marks Its Semicentennial -- ALEXANDER AGASSIZ (1901-1907) -- State of Science at the Turn of the Century -- Academy Efforts on Behalf of the Metric System -- Efforts for the Extension of Forest Conservation -- Academy Report on the Philippines -- New Fields in Academy Membership -- Hale and International Cooperation -- IRA REMSEN (1907-1913) -- The Committee on Scientific Work under the Government -- The National Conservation Commission -- Preoccupation with Internal Affairs -- Steps Toward an "Academy Home -- Plans for a Commemorative History -- The Semicentennial Anniversary -- Hale's Vision for the Future -- 8 World War I and the Creation of the National Research Council -- WILLIAM HENRY WELCH (1913-1917) -- Government Requests to the Academy -- Organization and Staffing of the National Research Council -- Resignation of Welch and Election of Walcott -- CHARLES DOOLITTLE WALCOTT (1917-1923) -- The Academy and the Wartime Research Council -- Funding of the Academy's War Effort -- Military Research Problems -- Postwar Plans -- The Executive Order of 1918 -- The Carnegie Corporation Grant -- National Research Fellowships -- International Research Council -- 9 The Research Council's Permanent Status and the Academy's New Home -- Postwar Organization of the Research Council -- NRC Policy, Procedures, and Relation to the Academy -- Activities of the Research Council -- The Academy Acquires a Home -- 10 The Twenties: New Horizons in Science -- ALBERT ABRAHAM MICHELSON (1923-1927) -- Relations between the Academy and the National Research Council -- Engineering and Industrial Research -- Pioneering in the Field of Conservation -- Efforts on Behalf of Basic Research -- The Committee on Government Problems -- THOMAS HUNT MORGAN (1927-1931) -- The Committee on Oceanography -- Weather Forecasting -- Efforts Toward Calendar Reform…”

Tabla de Contenidos: “…BITÁCORAVOCES; JUEGOS DE OLA; CRUZAR; VELERO; LIRAS AL MAR; SACERDOCIO DE FUEGO | 1967; ORACIÓN FORESTAL; EL RETORNO; LA PRIMERA PRESENCIA; LA ANUNCIACIÓN; INVOCACIÓN AL SOL; POEMAS PARA REPOSAR | 1968; ESE NIÑO QUE FUI; CINCO CUENTOS ANCIANOS; EL INTÉRPRETE; SONETOS PARA REPOSAR; HAY CALLES COMO CRIPTAS; MANIFIESTO POR UN COMPAÑERO ASESINADO; MAALOT; EL ESCUCHA; SALUTACIÓN DEL PRIMOGÉNITO; NATURA VIRGINUN; ELEGÍA A JAN PALACH; CANCIONES DE ISLA ADENTRO; ALTEREGO; VINO LA LUNA; PRESENCIA DEL OTRO; APARIENCIA DE ÁRBOL; MI CORAZÓN; ROSA CÓSMICA; LA ROSA QUE YO SUEÑO; SONETO…”

Tabla de Contenidos: “…Bandyopadhyay -- Small-scale renewable energy as a catalyst for advancing agriculture and food security in Southern Africa / Jon Padgham and Mariama Camara -- Trees on farms and farmers in the forest: good practices and a need for policy / Ingrid Öborn, Rhett D. …”

Tabla de Contenidos: “…Dalezios, Anna Blanta, and Mohadaseh Madadi -- 22 Water Harvesting in Forests: An Important Step in Water-Food-Energy Nexus -- Rina Kumari and Saeid Eslamian -- 23 Rainwater and Green Roofs -- Sara Nazif, Seyed Ghasem Razavi, Pouria Soleimani, and Saeid Eslamian -- 24 Green Landscaping and Plant Production with Water Harvesting Solutions -- Saeid Eslamian, Saeideh Parvizi, and Sayed Salman Ghaziaskar -- Part H Reliable Rainwater Harvesting and Storage Systems -- 25 Comparing Rainwater Storage Options -- Sara Nazif, Hamed Tavakolifar, Hossein Abbasizadeh, and Saeid Eslamian -- 26 Rainwater Harvesting Storage-Yield-Reliability Relationships -- John Ndiritu -- 27 Towards Developing Generalized Equations for Calculating Potential Rainwater Savings -- Monzur A. …”

Tabla de Contenidos: “…-- Five Key Tactics -- Master Database -- Customer ID Scheme -- Basic Segmentation Rules -- Program Automation Capability -- Dedicated Staff -- Conclusion -- Chapter 10: Campaign Creation: Segments, Logic, and Automation Are Your Friends, and Great Creative Matters More Than Ever -- Segments Matter -- Logic, Queries, and Data, Oh My -- Automating for Epic Scale -- Great Creative Matters More Than Ever -- Chapter 11: Behaviors and Mobile: Yes, It's Radically Different Than Every Other Channel -- The History of Serious Mobile -- Email versus SMS versus Apps -- The Fragmentation of Communication Itself -- Conclusion -- Chapter 12: Measurement and Optimization: Creating a Framework and Moving Your Own Goalposts -- Mixing the Right Channels -- Five Deeper Views -- Repeat Purchasers -- Deep Considerers -- Raving Fans -- Disinterested Recipients -- Percentage of Completed Records -- Being Your Own Harshest Critic -- Scoring: The Holy Grail of Objective Measurement -- Conclusion -- Part Three: Success Beyond the Behavioral Marketing Basics -- Chapter 13: It's All About the Team: Staffing the Right Players to Succeed -- The Marketer Persona -- Two Key Traits: Potential and Grit -- Making Great Marketing Managers -- Chapter 14: Managing Upwards: Socialize If You Must, Prove Results Every Time -- Seeing the Tree among the Forest -- Where to Begin When You're Alone -- Plan Less, Experiment More, and Document Everything -- Knowing You've Won or Lost -- Conclusion…”

Tabla de Contenidos: “…2.4 Classification modeling 2.4.1 Trying different models and parameter settings; 2.4.2 Combining models; 2.4.2.1 Bagging; 2.4.2.2 Boosting; 2.4.2.3 Random Forests; 2.5 Model evaluation; 2.5.1 Thorough evaluation of the model accuracy; 2.5.1.1 Accuracy measures and confusion matrices; 2.5.1.2 Gains, Response, and Lift charts; 2.5.1.3 ROC curve; 2.5.1.4 Profit/ROI charts; 2.5.2 Evaluating a deployed model with test-control groups; 2.6 Model deployment; 2.6.1 Scoring customers to roll the marketing campaign; 2.6.1.1 Building propensity segments…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Contents -- Foreword -- Acknowledgments -- Chapter 1: A Value-Centric Perspective Towards Analytics -- Introduction -- Business Analytics -- Profit-Driven Business Analytics -- Analytics Process Model -- Analytical Model Evaluation -- Analytics Team -- Profiles -- Data Scientists -- Conclusion -- Review Questions -- Multiple Choice Questions -- Open Questions -- References -- Chapter 2: Analytical Techniques -- Introduction -- Data Preprocessing -- Denormalizing Data for Analysis -- Sampling -- Exploratory Analysis -- Missing Values -- Outlier Detection and Handling -- Principal Component Analysis -- Types of Analytics -- Predictive Analytics -- Introduction -- Linear Regression -- Logistic Regression -- Decision Trees -- Neural Networks -- Ensemble Methods -- Bagging -- Boosting -- Random Forests -- Evaluating Ensemble Methods -- Evaluating Predictive Models -- Splitting Up the Dataset -- Performance Measures for Classification Models -- Performance Measures for Regression Models -- Other Performance Measures for Predictive Analytical Models -- Descriptive Analytics -- Introduction -- Association Rules -- Sequence Rules -- Clustering -- Survival Analysis -- Introduction -- Survival Analysis Measurements -- Kaplan Meier Analysis -- Parametric Survival Analysis -- Proportional Hazards Regression -- Extensions of Survival Analysis Models -- Evaluating Survival Analysis Models -- Social Network Analytics -- Introduction -- Social Network Definitions -- Social Network Metrics -- Social Network Learning -- Relational Neighbor Classifier -- Probabilistic Relational Neighbor Classifier -- Relational Logistic Regression -- Collective Inferencing -- Conclusion -- Review Questions -- Multiple Choice Questions -- Open Questions -- Notes -- References -- Chapter 3: Business Applications -- Introduction…”

Tabla de Contenidos:

Tabla de Contenidos: “…People; 7.1 The SharePoint User Profile; 7.2 Personal Portal-A User's View; 7.3 People Picker and Cross Forest Operations; Chapter 8. Business Intelligence; 8.1 Excel Services; 8.2 Key Performance Indicators (KPIs); 8.3 Dashboards and Report Center Templates; Chapter 9. …”