Tabla de Contenidos: “…8.2.2 Impact of Modulation on System Dynamics -- Impact of communication delay -- Impact of delay and packet loss -- Markovian jump process -- 8.2.3 Hybrid System Modeling -- SPAAM -- SSAAM -- 8.3 Source coding in a CPS: point-to-point case -- 8.3.1 System Model -- 8.3.2 Structure of Causal Coders -- Sliding block causal coders -- Block causal coders -- Block stationary coders -- Finite-state causal coders -- Rate distortion -- 8.3.3 Finite-State Transceiver -- Transceiver structure -- Major problem and conclusions -- 8.3.4 Channel Feedback -- 8.3.5 Sequential Quantization -- System model -- Vector quantizer -- Equivalent control problem -- Dynamic programming -- 8.4 Source coding in a CPS: distributed case -- 8.4.1 Distributed Coding in Traditional Communications -- 8.4.2 System Model -- 8.4.3 Distortion and Quantization -- Distortion -- Lattice-based quantization -- 8.4.4 Coding Procedure -- Slepian-Wolf coding -- Coloring-based coding -- 8.4.5 Adaptation to Physical Dynamics -- Prediction -- Range adaptation -- 8.5 Physical dynamics-aware channel decoding -- 8.5.1 Motivation -- 8.5.2 System Model -- 8.5.3 Joint Decoding -- A brief introduction to Pearl's BP -- Iterative decoding -- 8.6 Control-oriented channel coding -- 8.6.1 Trajectory Codes -- System model -- Concept of trajectory codes -- Construction of trajectory codes -- 8.6.2 Anytime Channel Codes -- System model -- Anytime reliability -- Linear tree codes -- Maximum likelihood decoding -- Code construction -- 8.6.3 Convolutional LDPC for Control -- 8.7 Channel coding for interactive communication in computing -- 8.7.1 System Model -- 8.7.2 Tree Codes -- Construction of potent tree codes -- Explicit construction of tree codes -- 8.7.3 Protocol Simulation -- 8.7.4 Performance Analysis -- 8.8 Conclusions -- Bibliography -- Index -- Back Cover…”

Tabla de Contenidos: “…Direct Experience -- 3.3.5 The Spread of Influence -- 3.3.6 Machine Adaptation -- 3.3.7 Learning or Adaptation? -- 3.4 Conclusion -- Chapter 4 Algorithm of Swarm Intelligence -- 4.1 Introduction -- 4.1.1 Methods for Alternate Stages of Model Parameter Reform -- 4.1.2 Ant Behavior…”

Tabla de Contenidos: “…3.2 Hybrid Microgrid and Its Interlinking Converter -- 3.2.1 AC-DC Hybrid Microgrid -- 3.2.2 The Structure of Hybrid Microgrid Interlinking Converter -- 3.3 Bidirectional Adaptive Droop Control Strategy for Interlinking Converter -- 3.3.1 Bidirectional Droop Control Targets -- 3.3.2 Adaptive Bidirectional Droop Control Strategy -- 3.3.3 Start-Up Conditions -- 3.4 Small-Signal Modeling and Stability Analysis of Interlinking Converter -- 3.5 Simulations -- 3.5.1 Scenario 1: Load Variation -- 3.5.2 Scenario 2: DG Output Change or on/off Switch -- 3.6 RT-LAB Simulation Verification -- 3.6.1 Scenario 1: Weak AC Microgrid and Strong DC Microgrid -- 3.6.2 Scenario 2: Strong AC Microgrid and Weak DC Microgrid -- 3.7 Conclusion -- References -- 4 Flexible Connected Multiple Port Microgrids -- 4.1 Introduction -- 4.2 Typical Structure and Characteristics of MMGs -- 4.3 Flexible Interconnection of MMGs -- 4.3.1 HUCC Structure and Operation Mode -- 4.3.2 Flexible Interconnection Solution for HUCC-Based MMGs -- 4.3.3 Operation Modes and Mode Switching of FCMMGs -- 4.4 HUCC-Based Control Strategies for FCMMGs -- 4.4.1 FCMMGs Control Architecture -- 4.4.2 Control Technique for the Central Layer of FCMMGs -- 4.4.3 Control Strategies for the Interface Layer and Microgrid Layer of FCMMGs -- 4.5 Simulations -- 4.5.1 System Architecture and Settings for MMGs -- 4.5.2 Simulation Results -- 4.6 Conclusion -- References -- 5 Smooth Control Strategy for Port-Ship Islanding/Grid-Connected Mode Switching -- 5.1 Introduction -- 5.2 Flexible Interconnected Port-Ship Microgrid and Operation Mode Based on FMS -- 5.2.1 Flexible Interconnected Port-Ship Microgrid Based on FMS -- 5.2.2 Operation Modes of the Flexible Interconnected Port-Ship Microgrid -- 5.2.3 Emergency Switching of Flexible Interconnected Ship-Port Microgrid…”

Tabla de Contenidos: “…A.3.3 allow_policy -- A.3.4 select_policy -- A.3.5 gateway.lst -- A.3.6 login_policy -- A.3.7 after_policy -- A.3.8 sub_ep.sh -- A.3.9 ep_login_notif.sh -- A.3.10 run_ep_customization_task.sh -- A.4 DB2 monitoring deployment-related scripts -- A.4.1 create_db2_instance_objects.sh -- A.4.2 create_db2_database_objects.sh -- A.4.3 itm_db2_instance_rm_distrib.sh -- A.4.4 itm_db2_database_rm_distrib.sh -- A.5 WebSphere Application Server monitoring deployment files -- A.5.1 create_app_server.sh -- A.5.2 itm_was_rm_distrib.sh -- A.5.3 was_configure_tec_adapter.sh -- A.5.4 was_start_tec_adapter.sh -- A.5.5 was_stop_tec_adapter.sh -- A.6 TMTP monitoring deployment scripts -- A.6.1 addtoagentgroup.sh -- A.6.2 deployj2ee.sh -- A.7 Software Packages and related files -- A.7.1 Common scripts -- A.7.2 IBM HTTP Server v2.0.47 -- A.7.3 WebSphere Message Queuing Server v5.3 -- A.7.4 WebSphere Message Queuing Server v5.3 Fixpack 8 -- A.7.5 WebSphere Application Server v5.1 -- A.7.6 WebSphere Application Server v5.1 Fixpack 1 -- A.7.7 DB2 Server v8.2 -- A.7.8 TMTP Agent v5.3 -- A.7.9 WebSphere Caching Proxy v5.1 -- A.7.10 WebSphere Caching Proxy v5.1 Fixpack 1 -- A.7.11 TimeCard v5.1 -- A.8 APM related scripts and files -- A.8.1 ep_customization.sh -- A.8.2 Production_Outlet_Plan_v1.0.xml -- Appendix B. …”

Tabla de Contenidos: “…Section V: The intersection of innate and adaptive immunity -- The innate immune system / Ruslan Medzhitov -- Dendritic cells / Muriel Moser -- Natural killer cells / Wayne M. …”
Enlace del recurso

Tabla de Contenidos: “…Single Convolution Algorithm; 6. Directional motion adaptive (...); 6.1 Considering directional (...); 6.2 Estimation of interpolation direction.; 7. …”

Tabla de Contenidos: “…Entre pragmatisme et adaptation / Les jésuites et la Chine à l'époque de Diego Laínez / Laínez and Missionary activity through the Province of the Indies, Christopher Shelke, SJ…”

Tabla de Contenidos: “…Frontmatter -- Table des matières -- Table des figures et tableuax -- Liste des acronymes -- Introduction: Vers une compréhension des acteurs, du système et des leviers d'action -- PROBLÉMATIQUE GÉNÉRALE Enjeux de l'accessibilité et de l'offre active de services sociaux et de santé au sein de la francophonie canadienne en situation minoritaire -- Partie I L'ENGAGEMENT DES ACTEURS : LA MISE À L'ÉPREUVE DE L'ANALYSE STRATÉGIQUE -- Chapitre 1 Offre active, acteurs et système de santé et de services sociaux : un cadre d'analyse -- Chapitre 2 L'engagement des futurs professionnels en faveur de l'offre active et d'un système adapté linguistiquement et culturellement -- PARTIE II LES LEVIERS POLITIQUES ET JURIDIQUES : LE JEU DES ACTEURS -- Chapitre 3 Services de santé en français au Canada : l'état du droit -- CHAPITRE 4 La coconstruction de l'offre active de services en français au sein du secteur de la justice en Ontario -- PARTIE III L'ACCESSIBILITÉ ET L'OFFRE ACTIVE DE SERVICES EN FRANÇAIS -- Chapitre 5 La santé des personnes âgées francophones vivant en situation minoritaire au Canada : enjeux et besoins -- CHAPITRE 6 L'expérience des francophones dans l'Est ontarien : importance des personnes pivots (usagers et intervenants) et influence des structures encadrant le système de santé et des services sociaux -- CHAPITRE 7 Offre de services de santé en français : entre obstacles et facteurs favorables en milieu hospitalier anglophone -- PARTIE IV BILINGUISME ET OFFRE ACTIVE DE SERVICES EN FRANÇAIS -- CHAPITRE 8 Enjeux et défis dans l'offre de services dans la langue de la minorité : l'expérience des professionnels bilingues dans le réseau de la santé et des services sociaux -- CHAPITRE 9 Le recrutement et la rétention d'intervenants en santé et services sociaux bilingues en situation francophone minoritaire à Winnipeg et à Ottawa -- CHAPITRE 10 Offre active, bilinguisme et culture organisationnelle -- PARTIE V ENJEUX ET STRATÉGIE DE FORMATION DES FUTURS PROFESSIONNELS -- CHAPITRE 11 Enjeux de l'enseignement de l'offre active : proposition d'un cadre éducationnel pour les professeurs -- CHAPITRE 12 Les comportements favorables à l'offre active, leur mesure et leurs déterminants -- CHAPITRE 13 La nécessité des tests normalisés pour l'évaluation orthophonique et audiologique des jeunes francophones vivant en situation linguistique minoritaire : mythe ou réalité ? …”

Tabla de Contenidos: “…Chawla -- 3.1 Introduction, 43 -- 3.2 Sampling Methods, 44 -- 3.3 Skew-Insensitive Classifiers for Class Imbalance, 49 -- 3.4 Evaluation Metrics, 52 -- 3.5 Discussion, 56 -- References, 57 -- 4 Ensemble Methods for Class Imbalance Learning 61 -- Xu-Ying Liu and Zhi-Hua Zhou -- 4.1 Introduction, 61 -- 4.2 Ensemble Methods, 62 -- 4.3 Ensemble Methods for Class Imbalance Learning, 66 -- 4.4 Empirical Study, 73 -- 4.5 Concluding Remarks, 79 -- References, 80 -- 5 Class Imbalance Learning Methods for Support Vector Machines 83 -- Rukshan Batuwita and Vasile Palade -- 5.1 Introduction, 83 -- 5.2 Introduction to Support Vector Machines, 84 -- 5.3 SVMs and Class Imbalance, 86 -- 5.4 External Imbalance Learning Methods for SVMs: Data Preprocessing Methods, 87 -- 5.5 Internal Imbalance Learning Methods for SVMs: Algorithmic Methods, 88 -- 5.6 Summary, 96 -- References, 96 -- 6 Class Imbalance and Active Learning 101 -- Josh Attenberg and Sd eyda Ertekin -- 6.1 Introduction, 102 -- 6.2 Active Learning for Imbalanced Problems, 103 -- 6.3 Active Learning for Imbalanced Data Classification, 110 -- 6.4 Adaptive Resampling with Active Learning, 122 -- 6.5 Difficulties with Extreme Class Imbalance, 129 -- 6.6 Dealing with Disjunctive Classes, 130 -- 6.7 Starting Cold, 132 -- 6.8 Alternatives to Active Learning for Imbalanced Problems, 133.…”

Tabla de Contenidos: “…4.1 Type-1 Takagi-Sugeno-Kang Model4.2 Other Takagi-Sugeno-Kang Models; 4.2.1 Model I; 4.2.2 Model II; 4.2.2.1 Interval Type-2 TSK FLS; 4.2.2.2 Numerical Example of the Interval Type-2 TSK FLS; 4.2.3 Model III; 4.3 Conclusion; References; Chapter 5: Gradient Descent Methods for Type-2 Fuzzy Neural Networks; 5.1 Introduction; 5.2 Overview of Iterative Gradient Descent Methods; 5.2.1 Basic Gradient-Descent Optimization Algorithm; 5.2.2 Newton and Gauss-Newton Optimization Algorithms; 5.2.3 LM Algorithm; 5.2.4 Gradient Descent Algorithm with an Adaptive Learning Rate…”

Tabla de Contenidos: “…/ Mark Taylor and Tess Whitton -- Mobilising public expertise in health research regulation / Michael Burges -- Towards adaptive governance in big data health research : implementing regulatory principles / Effy Vayena and Alessandro Blasimme -- Regulating automated healthcare and research technologies : first do no harm (to the commons) / Roger Brownsword -- When learning is continuous : bridging the research-therapy divide in the regulatory governance of artificial intelligence as medical devices / Calvin Ho -- The oversight of clinical innovation in a medical marketplace / Wendy Lipworth, Miriam Wiersma, Narcyz Ghinea, Tereza Hendly, Ian Kerridge, Tamra Lysaght, Megan Munsie, Chris Rudge, Cameron Stewart, and Catherine Waldby -- The challenge of 'evidence' : research and regulation of traditional and non-conventional medicines / Nayeli Urquiza Haas and Emilie Cloatre -- Experiences of ethics, governance, and scientific practice in neuroscience research / Martyn Pickersgil -- Humanitarian research : ethical considerations in conducting research during global health emergencies / Agomoni Ganguli-Mitra and Matthew Hunt -- Governance framework for advanced therapies in Argentina / Fabiana Arzuaga -- Human gene editing : traversing normative systems / Rosario IsasiRosario Isasi -- Modification and the future of health research regulation / Sarah Chan -- Human organs and animal bodies : regulating interspecies research / Amy Hinterberger and Sara Bea -- When is human? …”

Tabla de Contenidos: “…3.2.1 Research Area -- 3.2.2 Materials and Methods -- 3.2.3 Results and Discussion -- 3.3 Study 2: Shallow Lake Modelling of Lake Caohai -- 3.3.1 Theoretical Foundation and Adaptions -- 3.3.2 Data input and model parameterisation -- 3.3.3 Model simulation scenarios -- 3.3.4 Caohai Shallow Lake Model Results -- 3.4 Summary and Recommendations for the Dianchi Shallow Lake Management -- 3.4.1 Shallow Lake Management - A Very Special Task -- 3.4.2 Necessity for Highest Data Quality -- 3.4.3 Recommendations of Most Promising Management Scenario for the Lake Management -- Annex…”

Tabla de Contenidos: “…Engagement with lobbyists and public officials encourages compliance with transparency requirements -- Digital tools and automatic verifications are useful for increasing public scrutiny -- Audit and review of the rules and guidelines on lobbying is limited -- A limited number of countries have carried out audits and reviews -- External oversight has proven valuable in identifying gaps in implementation -- References -- 3 Integrity -- Introduction -- Public officials need an integrity framework adapted to the risks of lobbying and other influence activities -- Few countries have specific integrity standards for public officials on lobbying activities -- Public officials require additional guidance to assess the reliability of information -- Rules on gifts, invitations and hospitalities are robust, but need continued attention -- The revolving door is still a concern, despite strict standards for managing conflicts of interest. -- Post-public employment -- Pre-public employment -- Guidance, capacity building and awareness raising can be increased -- Companies and lobbyists need a full integrity framework to engage in policy making -- Companies and lobbyists need comprehensive, detailed integrity standards -- Misalignment between companies' public commitments and lobbying practices reduce trust in public decision making -- References -- 4 Access -- Introduction -- Opportunities for participation need to be increased -- Stakeholders may not always be aware of opportunities to participate -- Stakeholders are introduced into the policy-making process at too late a stage -- Limited information is available to stakeholders -- Stakeholders' capacity needs to be carefully evaluated -- Stakeholders' capacities and capabilities need to be taken into account -- Stakeholders face marginal benefits and high costs for participation…”

Tabla de Contenidos: “…Social awakening in the Arabian Peninsula: the oil monarchies adapt / Fatiha Dazi-Héni -- Chapter 14. Morocco: Hopes and fears and 'sit-in wars' / Kamal Lahbib -- Chapter 15. …”

Tabla de Contenidos: “…Notification QueuesBackground Tasks; Debugging a Background Task; Background Task Triggers; Summary; CHAPTER 7 Notifications; Toast Notifications; Building a Toast-Capable App; Toast Templates; Toasts with Images; Scheduling a Notification; Adding Audio to Toasts; Lockscreen Notifications; Summary; CHAPTER 8 Building an Adaptable App; Multiple Resolutions; Grids; Testing Multiple Resolutions; Dots Per Inch; GridView; Variable-Sized WrapGrid; Changing the App Layout; Visual State Manager; Snap That App; Device Orientation; Summary; CHAPTER 9 Sensors; Accelerometer Sensor; How Does It Work?…”

Tabla de Contenidos: “…Splitting Algorithm with Fixed Levels; 4.4. Adaptive Splitting Algorithm; 4.5. Sampling Uniformly on Discrete Regions; 4.6. …”

Tabla de Contenidos: “…Multinomial logistic regression -- Summary -- Chapter 5: Data Preparation Using R Tools -- Data wrangling -- A first look at data -- Change datatype -- Removing empty cells -- Replace incorrect value -- Missing values -- Treatment of NaN values -- Finding outliers in data -- Scale of features -- Min-max normalization -- z score standardization -- Discretization in R -- Data discretization by binning -- Data discretization by histogram analysis -- Dimensionality reduction -- Principal Component Analysis -- Summary -- Chapter 6: Avoiding Overfitting Problems - Achieving Generalization -- Understanding overfitting -- Overfitting detection - cross-validation -- Feature selection -- Stepwise regression -- Regression subset selection -- Regularization -- Ridge regression -- Lasso regression -- ElasticNet regression -- Summary -- Chapter 7: Going Further with Regression Models -- Robust linear regression -- Bayesian linear regression -- Basic concepts of probability -- Bayes' theorem -- Bayesian model using BAS package -- Count data model -- Poisson distributions -- Poisson regression model -- Modeling the number of warp breaks per loom -- Summary -- Chapter 8: Beyond Linearity - When Curving Is Much Better -- Nonlinear least squares -- Multivariate Adaptive Regression Splines -- Generalized Additive Model -- Regression trees -- Support Vector Regression -- Summary -- Chapter 9: Regression Analysis in Practice -- Random forest regression with the Boston dataset -- Exploratory analysis -- Multiple linear model fitting -- Random forest regression model -- Classifying breast cancer using logistic regression -- Exploratory analysis -- Model fitting -- Regression with neural networks -- Exploratory analysis -- Neural network model -- Summary -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…Getting Down to BusinessEditing Files; From Beginner to Admin; Magic Spells for the Command Line (aka Scripting); Pi Web Server; Pi Web Server; WiPi: Making Your Pi Wireless; Th e Raspberry sPi: Security Cam and Messaging Service; MC-Pi: A Pi for All Your Media Needs; Onward; CHAPTER 1 Your First Bite of Raspberry Pi; Your Freshly Baked Pi Arrives; List of Ingredients; Micro USB lead; USB Power Adapter; HDMI Lead; HDMI Capable Display; SD Card; SD Card Reader; USB Keyboard and Mouse; Whew, We're Done!…”

Tabla de Contenidos: “…Big Picture Economics: How to Navigate the New Global Economy; Copyright; Contents; Preface; Acknowledgments; Chapter 1: Introduction to the Economics of Context; Adapting to the Economy-View from the Cab of a Truck; Bottom of the Recession; What the Business Cycle Meant to the Business; The Service Sector-The Enchilada Stops Here; The Cash Register Stops Singing; Celebrate for 15 Minutes; What Does Economics Teach Us about Context?…”

Tabla de Contenidos: “…FLAC: The 24-Bit HD Audio Capable Free Lossless Audio CodecOgg Vorbis: A Lossy High-Performance Open Source Codec; MPEG-4: Advanced Audio Coding AAC-LC, AAC-ELD, or HE-AAC; AMR: The MPEG-4 Adaptive Multi-Rate Audio Codecs for Voice; Pulse-Code Modulation: Windows WAV or Mac AIFF PCM Codecs; Summary; Chapter 5: The Cleanup of Digital Audio: Noise Removal; Noise Removal: Algorithmic Processing; Noise Reduction: Defining the Background Noise; Noise Reduction: Removing the Background Noise; Summary; Chapter 6: The Isolation of Digital Audio: Trimming Tools; Audio Sample Editing: Basic Techniques…”