Tabla de Contenidos: “…Cover -- Copyright and Credits -- Dedication -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Machine Learning Model Fundamentals -- Models and data -- Zero-centering and whitening -- Training and validation sets -- Cross-validation -- Features of a machine learning model -- Capacity of a model -- Vapnik-Chervonenkis capacity -- Bias of an estimator -- Underfitting -- Variance of an estimator -- Overfitting -- The Cramér-Rao bound -- Loss and cost functions -- Examples of cost functions -- Mean squared error -- Huber cost function -- Hinge cost function -- Categorical cross-entropy -- Regularization -- Ridge -- Lasso -- ElasticNet -- Early stopping -- Summary -- Chapter 2: Introduction to Semi-Supervised Learning -- Semi-supervised scenario -- Transductive learning -- Inductive learning -- Semi-supervised assumptions -- Smoothness assumption -- Cluster assumption -- Manifold assumption -- Generative Gaussian mixtures -- Example of a generative Gaussian mixture -- Weighted log-likelihood -- Contrastive pessimistic likelihood estimation -- Example of contrastive pessimistic likelihood estimation -- Semi-supervised Support Vector Machines (S3VM) -- Example of S3VM -- Transductive Support Vector Machines (TSVM) -- Example of TSVM -- Summary -- Chapter 3: Graph-Based Semi-Supervised Learning -- Label propagation -- Example of label propagation -- Label propagation in Scikit-Learn -- Label spreading -- Example of label spreading -- Label propagation based on Markov random walks -- Example of label propagation based on Markov random walks -- Manifold learning -- Isomap -- Example of Isomap -- Locally linear embedding -- Example of locally linear embedding -- Laplacian Spectral Embedding -- Example of Laplacian Spectral Embedding -- t-SNE -- Example of t-distributed stochastic neighbor embedding -- Summary…”

Tabla de Contenidos: “…Transnational Student Flows -- A. Cross-​Border Flows of Students in General -- B. …”

Tabla de Contenidos: “…-- End-to-End Framework in Support of Virtual Design-EngineeringManufacturing-Construction Space Exploration -- Accuracy Aspects when Transforming a Boundary Representation of Solids into a Tetrahedral Space Partition -- The influence of topology optimisation's design space-from shell to volume-on the generation of structural systems -- Qualifying spatial information for underground volumes -- An algorithmic BIM approach to advance concrete printing -- A methodological approach to generate robot control algorithms from BIMModels -- Multi-Level LoD Parametric Design Approach in AEC for Robot-Oriented Construction -- Design and implementation of an optimal sensor system as part of a Digital Twin for a rotary bending machine -- The Effects of Fracture Energy on the Interfacial Strength of Self-Healing Concrete -- A Performance Metric for the Evaluation of Thermal Anomaly Identification with Ill-Defined Ground Truth -- Areas of Interest -- Semantic description of component locations for damage assessment -- Deep Neural Networks for visual bridge inspections and defect visualisation in Civil Engineering -- Automated decision making in structural health monitoring using explainable artificial intelligence -- VOX2BIM -- A Fast Method for Automated Point Cloud Segmentation -- Automated Generation of Railway Track Geometric Digital Twins (RailGDT) from Airborne LiDAR Data -- Deriving Digital Twin Models of Existing Bridges from Point Cloud Data Using Parametric Models and Metaheuristic Algorithms -- Building a balanced and well-rounded dataset for railway asset detection -- Panorama-to-digital twin registration using semantic features -- AI-based thermal bridge detection of building rooftops on district scale using aerial images -- Image Captioning in Chinese for Construction Activity Scenes Understanding Using a Pre-trained Cross-modal Language Model -- Process Pattern-based Hybrid Simulation for Emission Estimation of the Construction Processes -- Automatic image analysis of mineral construction and demolition waste (CDW) using machine learning methods and deep learning -- Fast Crack Detection Using Convolutional Neural Network -- An Integrated Computational GIS Platform for UAV-based Remote Building Façade Inspection -- A Computer Vision Approach for Building Facade Component Segmentation on 3D Point Cloud Models Reconstructed by Aerial Images -- Feasibility Study of Urban Flood Mapping Using Traffic Signs for Route Optimization -- Developing indicators for measuring the effectiveness of visualizations applied in construction safety management using eye-tracking -- Real-time LiDAR for Monitoring Construction Worker Presence Near Hazards and in Work Areas in a Virtual Reality Environment…”

Tabla de Contenidos: “…Clinical Applications of Mifepristone (RU 486) and Other Antiprogestins -- Copyright -- Preface -- Contents -- Summary -- CROSS-CUTTING RECOMMENDATIONS -- USES OF ANTIPROGESTINS: THE REPRODUCTIVE CYCLE -- Contraception -- Post-Coital Contraception -- Menses Induction -- Pregnancy Termination During the First Trimester -- Pregnancy Termination During the Second Trimester -- Cervical Ripening -- Labor Induction in Late Pregnancy -- OTHER POTENTIAL THERAPEUTIC USES OF ANTIPROGESTINS -- Endometriosis -- Uterine Leiomyomas (Fibroids) -- Breast Cancer -- Meningioma -- ANTIGLUCOCORTICOID EFFECTS OF ANTIPROGESTINS -- 1 Introduction -- BACKGROUND AND HISTORICAL PERSPECTIVES -- Finding an Antiprogestin -- THE IOM REPORT -- CROSS-CUTTING RECOMMENDATIONS -- REFERENCES -- 2 Uses of Antiprogestins: The Reproductive Cycle (Part I) -- CONTRACEPTION -- POST-COITAL CONTRACEPTION -- MENSES INDUCTION -- REFERENCES -- 3 Uses of Antiprogestins: The Reproductive Cycle (Part II) -- PREGNANCY TERMINATION DURING THE FIRST TRIMESTER -- Health Services Research -- PREGNANCY TERMINATION DURING THE SECOND TRIMESTER -- CERVICAL RIPENING -- LABOR INDUCTION IN LATE PREGNANCY -- Fetal Demise -- SUMMARY -- REFERENCES -- 4 Other Therapeutic Uses of Antiprogestins -- ENDOMETRIOSIS -- Utility of Mifepristone (RU 486) for Treatment of Endometriosis -- Summary -- UTERINE LEIOMYOMAS (FIBROIDS) -- Utility of Mifepristone for Treatment of Uterine Leiomyomas -- BREAST CANCER -- Mechanism of Action -- Clinical Issues -- Adjuvant Therapy and Chemoprevention -- Resistance -- Dose Issues -- Conclusions -- MENINGIOMAS -- Conclusions -- REFERENCES -- 5 Antiglucocorticoid Effects of Antiprogestins -- GLUCOCORTICOID FUNCTION -- THERAPEUTIC USE OF MIFEPRISTONE (RU 486) AS ANANTIGLUCOCORTICOID -- ADVERSE ANTIGLUCOCORTICOID EFFECTS OF ANTIPROGESTINS -- REFERENCES…”

Tabla de Contenidos: “…Linguistics and evolutionary biology continue to cross-fertilize each other and may do so even more in the future, including in the field of creolistics: Linguistics and evolutionary biology continue to cross-fertilize each other and may do so -- References -- Chapter 20. …”

Tabla de Contenidos: “…-- Electrostatic Screening -- Surface Transfer Impedance -- 1.1.12 THE SAFETY EARTH -- 1.2 WIRING AND CABLES -- 1.2.1 WIRE TYPES -- Wire Inductance -- Equipment Wire -- Wire-Wrap Wire -- 1.2.2 CABLE TYPES -- 1.2.3 POWER CABLES -- 1.2.4 DATA AND MULTICORE CABLES -- Data Communication Cables -- Structured Data Cable -- Shielding and Microphony -- 1.2.5 RADIO FREQUENCY CABLES -- 1.2.6 TWISTED PAIR -- 1.2.7 CROSS TALK -- Digital Cross Talk -- 1.3 TRANSMISSION LINES -- Transmission Line Effects -- Critical Lengths for Pulses -- 1.3.1 CHARACTERISTIC IMPEDANCE -- 1.3.2 TIME DOMAIN -- Forward and Reflected Waves -- Ringing -- The Bergeron Diagram -- The Uses of Mismatching -- 1.3.3 FREQUENCY DOMAIN -- Standing Wave Distribution Versus Frequency -- Impedance Transformation -- Lossy Lines…”

Tabla de Contenidos: “…; INT 005 PROGRAMAS EDUCATIVOS RUMBO A LA INTERNACIONALIZACIÓN; INT 006 TURNING CROSS-CULTURAL CONTACT INTO INTERCULTURAL LEARNING…”

Tabla de Contenidos: “…Conté "Manzanas y bloques con patio": Barrio estudiantil Westfield (Queen Mary College, Londres, Reino Unido), Feilden Clegg Bradley Architects -- La Maquinista (Barcelona, España), Josep Lluís Mateo MAP Arquitectos -- High Cross Road (Londres, Reino Unido), Walter Menteth Architects -- Viviendas para jóvenes (Leipzig, Alemania), HPP Hentrich-Petschnigg & Partner -- Edificio de viviendas y oficinas (Wimbergergasse, Viena, Austria), Delugan_Meissl Associated Architects -- Viviendas Mondrian (Sydney, Australia), Stanisic Associates Architects -- Viviendas para estudiantes, familias y ancianos (Ingolstadt, Alemania), meck architekten -- Viviendas en Harold Way (Hollywood, California, EE UU), KoningEizenbergArchitecture -- Barrio Donnybrook (Londres, Reino Unido), Peter Barber Architects -- URV…”

Tabla de Contenidos: “…The Finding of the Holy Cross; 69. Saint John before the Latin Gate…”
Click para texto completo desde fuera UPSA
Click para texto completo desde UPSA

Tabla de Contenidos: “…Is there a European land of opportunity? Cross-country differences in intergenerational mobility in 14 European countries and Israel / Part IV. …”

Tabla de Contenidos: “…4.5 Empirical Estimation and Results -- 4.5.1 Sigma-Convergence -- 4.5.2 Absolute Beta-Convergence -- 4.5.3 Conditional Beta-Convergence Using Control Variables -- 4.5.4 Beta-Convergence Using Time-Series Cross-Sectional Data -- 4.5.5 Kernel Density Estimators -- 4.6 Conclusions -- 4.7 Tables -- 4.8 Figures -- 5 Regional convergence in Colombia: Social indicators -- 5.1 Introduction -- 5.2 Motivation -- 5.3 Methods for Measuring Convergence -- 5.4 Data and Empirical Estimation -- 5.4.1 Data -- 5.4.2 Empirical estimation -- 5.5 Results -- 5.5.1 Literacy Rate -- 5.5.2 Infant Survival Rate -- 5.5.3 Life Expectancy at Birth -- 5.5.4 Nourishment -- 5.6 Conclusions -- 5.7 Tables -- 5.8 Figures -- Appendices -- Appendix to Essay 1.…”

Tabla de Contenidos: “…Teacher supervision and development -- 7.1 Licensure examination -- 7.2 Normalized internship -- 7.3 Periodical registration -- 7.4 Five-step career ladder -- 7.5 Two honorary titles for outstanding teachers -- 7.6 Professional community building -- 7.7 Inter-school vehicles of CPD -- 7.8 Cross-district vehicles of CPD -- Appendix -- References -- 8. …”

Tabla de Contenidos: “…Foreign Co-Inventors and Cross-Country Research Collaborations in Europe…”

Tabla de Contenidos: “…Lillard, Ohio State University, DIW-Berlin -- Chapter 1.3 “Obesity and subjective well-being in Switzerland”, Mario Lucchini, Università degli Studi di Milano-Bicocca, University of Applied Sciences and Arts of Southern Switzerland, Sara Della Bella, University of Applied Sciences and Arts of Southern Switzerland -- Chapter 1.4 “Exploring the cohabitation gap in relationship dissolution and mental wellbeing: A cross-national longitudinal analysis of transitions from cohabitation and marriage in Switzerland and Australia”, Belinda Hewitt, The University of Queensland, Marieke Voorpostel, FORS, Gavin Turrell, Queensland University of Technology -- Chapter 1.5 “The transition to marriage: a step in the gendered division of housework shaping subjective well-being”, Valérie-Anne Ryser, FORS, Jean-Marie Le Goff, University of Lausanne, NCCR LIVES -- Chapter 1.6 “Family trajectory and life satisfaction: the Swiss case”, Boris Wernli & Sara Zella, FORS -- Part 2 Resources, work & living conditions -- Chapter 2.1 “Analyzing Trends in Deprivation and Poverty”, Pascale Gazareth & Katia Iglesias, University of Neuchâtel, Eric Crettaz, University of Applied Sciences of Western Switzerland -- Chapter 2.2 “Trajectories of Vulnerability: A Sequence-Analytical Approach”, Felix Bühlmann, University of Lausanne, NCCR LIVES -- Chapter 2.3 “From School to Work: Old or New Routes to Employment”, Rolf Becker, David Glauser & Christoph Zangger, University of Bern -- Chapter 2.4 “The true richness: savings and children among Swiss, German and Australian families”, Laura Ravazzini, University of Neuchâtel, Ursina Kuhn, FORS -- Chapter 2.5 “Home ownership and wealth inequality in Germany and Switzerland”, Markus Grabka, DIW-Berlin, Ursina Kuhn, FORS -- Chapter 2.6 “Voluntary turnover: a means of reducing perceived job insecurity? …”

Tabla de Contenidos: “…Data Feudalism: How Platforms Shape Cross-border Investigative Networks -- 42. Data-Driven Editorial? …”

Tabla de Contenidos: “…-- The Characteristics of Teachers -- The Status and Prestige of Teachers and Teaching -- The Political Orientations of Teachers -- Dimensions of Quality in Teacher Knowledge -- Teachers' Values in the Classroom -- Footnotes to Teacher Leadership -- Sex Segregation and Tokenism among Teachers -- Teacher Behavior -- The Classroom as an Arena of Teachers' Work -- Teachers and Democratic Schooling -- Teachers and Parents -- Teacher Commitment -- Teachers' Beliefs about Student Learning and Motivation -- Teachers and the Politics of History School Textbooks -- Teachers' Emotion Regulation -- Principal and Teachers Relations: Trust at the Core of School Improvement -- Teacher Misbehaviour -- School Administrator Mistreatment of Teachers -- Teacher Life-Cycles -- Tracking Teachers -- Teachers' Work, Power and Authority -- Teachers as Professionals: Salaries, Benefits and Unions -- Teacher Burnout and Teacher Resilience: Assessing the Impacts of the School Accountability Movement -- Teachers and Promotion: Research Evidence on the Role of Gender, Career Intentions, Promotion Criteria and Teacher Satisfaction -- Teachers and Teaching in Comparative Perspective -- Teachers in Comparative Perspective -- Comparative Perspectives On Teachers, Teaching And Professionalism -- Teachers and Teaching in Eastern and Western Schools: A Critical Review of Cross-Cultural Comparative Studies -- Teachers and Teaching in Africa -- Greek Cypriot Teachers and Classroom Diversity: Intercultural Education in Cyprus -- Dimensions of Teaching -- Three Sides of Teaching: Styles, Models, and Diversity -- Creating Productive Learning Environments in Culturally Pluralistic Classrooms -- Justice in Teaching -- Ethics and Teaching -- Teacher Expectations and Labeling -- Teaching in Classrooms -- Teacher–Student Interaction -- Assessment and Examinations -- Classroom Management -- Teachers as Role Models -- Teaching in a Multicultural Classroom -- Teaching in Large and Small Classes -- Teaching and Learning in the Ict Environment -- Effective Teaching: an Emerging Synthesis -- Teaching and Nonverbal Behavior in the Classroom -- Teaching Specific Student Populations -- Teaching at the Secondary Level -- Teaching at Tertiary Level -- Teaching for Technical and Vocational Education and Training (TVET) -- Teaching Students With Special Needs -- Teaching Gifted and Talented Children -- Teaching “at Risk” Students: Meeting Their Needs -- Teaching Indigenous Populations -- Single-Sex or Coeducational Classes -- Teaching and the Boy Problem -- The Teaching of Individual Subjects -- The Teaching of Reading -- Teaching History -- Teaching Mathematics -- Teaching Science -- Teaching About Political and Social Values -- Conditions for Promoting Moral and Prosocial Development in Schools -- Teaching a Second Language -- Teaching in Arts Education -- Research on Teaching Health and Physical Education -- Great Debates about Teachers and Teaching -- Keeping Track or Getting Offtrack: Issues in the Tracking Of Students -- High Stakes Testing and Teaching to the Test -- Value-Added Models of Teacher Effects -- Teachers and Teaching During Educational Restructuring and Reforms -- Grade Retention Redux: A Dissenting Perspective -- Teachers and Teaching in an Era Of Heightened School Accountability: A Forward Look…”

Tabla de Contenidos: “…Pedestrian Performance Data -- Federal Investigation of the Evacuation of the World Trade Center on September 11, 2001 -- Free speed distributions — Based on empirical data in different traffic conditions -- Collecting Pedestrian Trajectory Data In Real-time -- Full-Scale Evacuation Experiments in a smoke filled Rail Carriage — a detailed study of passenger behaviour under reduced visibility -- Minimum Stair Width for Evacuation, Overtaking Movement and Counterflow — Technical Bases and Suggestions for the Past, Present and Future -- Study on information guiding based on human psych-physiological responses in China -- Research on pedestrian crowd characteristics and behaviours in peak-time on Chinese campus -- Pedestrian Dynamics -- Behaviour on tunnel fire -- Earthquake — the importance of earthquake-resistant design in case of emergency evacuations -- Decision Loads and Route Qualities for Pedestrians — Key Requirements for the Design of Pedestrian Navigation Services -- Cyclone and Storm Surge, Pedestrian Evacuation and Emergency Response in India -- Experimental Study and Theoretical Analysis of Signage Legibility Distances as a Function of Observation Angle -- Exploring Pedestrian Shopping Decision Processes — an Application of Gene Expression Programming -- Evacuation Simulation -- A Discrete choice framework for acceleration and direction change behaviors in walking pedestrians -- Calibration and validation of the Legion simulation model using empirical data -- Evacuation Simulation for Road Tunnels — Findings from the use of microscopic methodology for escape route analyses -- A Data-Driven Model of Pedestrian Movement -- Distributed intelligence in pedestrian simulations -- Design of Escape Routes by Simulating Evacuation Dynamics in Conjunction with a Probabilistic Safety Concept -- The 2001 World Trade Centre Evacuation -- Dynamic Navigation Field — a local and on-demand family of algorithms for wayfinding -- Microscopic calibration and validation of pedestrian models — Cross-comparison of models using experimental data -- Pedestrian flow optimization with a genetic algorithm based on Boolean grids -- Developing a Pedestrian Agent Model for Analyzing an Overpass accident -- The simulation of crowd dynamics at very large events — Calibration, empirical data, and validation -- Moore and more and symmetry -- The RiMEA Project — Development of a new Regulation -- Football Stadium Simulation — A microscopic simulation of the pedestrian access -- Instability of pedestrian flow in two-dimensional optimal velocity model -- Evacuation Simulation at Linz Central Station — Usefulness during design, approval and start-up -- Why “Faster is Slower” in Evacuation Process -- Development of an Agent-based Behavior Module for Evacuation Models — Focused on the Behaviors in the Dark -- Comparative Investigation of the Dynamic Simulation of Foot Traffic Flow -- Evacuation from underground railway stations — Available and required safe egress time for different station types and general evaluation criteria -- A discrete microscopic model for pedestrian dynamics to manage emergency situations in airport terminals -- Steps Toward the Fundamental Diagram — Empirical Results and Modelling -- Model for Office Building Usage Simulation -- Features of Discrete Event Simulation Systems for Spatial Pedestrian and Evacuation Dynamics -- Evolving Direct Perception Models of Human Behavior in Building Systems -- Fundamental diagram of a one-dimensional cellular automaton model for pedestrian flow — the ASEP with shuffled update -- Ship Evacuation -- Implementing Ship Motion in AENEAS — Model Development and First Results -- Data Collection in Support of the Modelling of Naval Vessels -- Collective animal motion -- Self-organised choice based on inter-attraction: the example of gregarious animals -- Traffic on bi-directional ant-trails -- Herding in Real Escape Panic -- From Ant Trails to Pedestrian Dynamics — Learning from Nature…”

Tabla de Contenidos: “…NORMAL EYE; A. Diagrams; 1. Cross-sectional; 2. Fundus oculus; 1. Frontal view; B. …”

Tabla de Contenidos: “…8.4 Comparison between the S-N curves for unidirectional/cross-ply laminates and woven carbon composites…”

Tabla de Contenidos: