Tabla de Contenidos: “…4.3 Improved Dynamic Butterfly Optimization Algorithm (IDBOA)-Based Task Scheduling (IDBOATS) -- 4.3.1 Problem Definition -- 4.3.2 Delay Constraint -- 4.3.3 Green Energy Model -- 4.3.4 Energy Consumption Model -- 4.3.5 Constraint-Imposed Optimization Problem -- 4.3.6 Primitives of Dynamic Butterfly Optimization Algorithm (DBOA) -- 4.3.7 Classical Butterfly Optimization Algorithm -- 4.3.8 Transformation of BOA into DBOA using Mutation-Based Local Searching Strategy (MLSS) -- 4.4 Results and Discussion -- 4.5 Conclusion -- References -- Chapter 5 Wireless Power Transfer for IoT Applications-A Review -- 5.1 Introduction -- 5.2 Sensors -- 5.3 Actuators -- 5.4 Energy Requirement in Wireless Sensor Networks (WSNs) -- 5.5 Wireless Sensor Network and Green IoT (G-IoT) -- 5.6 Purpose of G-IoT -- 5.7 Motivation -- 5.8 Contribution -- 5.9 Need of the Work -- 5.10 Energy Transferring Schemes in WSAN -- 5.11 Electromagnetic Induction -- 5.11.1 Electrodynamic and Electrostatic -- 5.11.2 Electrostatic Field -- 5.11.3 Electrostatic Force -- 5.11.4 Electromagnetic -- 5.11.5 Electromagnetic Field -- 5.12 Inductive Coupling -- 5.13 Resonance Inductive Coupling -- 5.14 Wireless Power Transmission Using Microwaves -- 5.15 Electromagnetic Radiations -- 5.16 Conclusion -- References -- Chapter 6 Adaptive Energy Intelligence Using AI/ML Techniques -- 6.1 Introduction -- 6.2 Evolution of Cyber Physical System -- 6.3 Relationship With Internet of Things -- 6.4 Challenges in Design and Integration of Cyber Physical Systems -- 6.5 Future Challenges and Promises -- 6.6 Machine Learning Models -- 6.7 Estimation of Building Energy Consumption -- 6.8 Development of Artificial Intelligence -- 6.9 Usage of AI/ML in Adaptive Energy Management -- 6.10 Use of Hybrid/Ensemble Machine Learning Algorithm for Better Prediction -- 6.11 Conclusion -- References…”

Tabla de Contenidos: “…II Engineering IoT Networks -- ch. 3 Smart Objects: The "Things" in IoT -- Sensors, Actuators, and Smart Objects -- Sensors -- Actuators -- Micro-Electro-Mechanical Systems (MEMS) -- Smart Objects -- Smart Objects: A Definition -- Trends in Smart Objects -- Sensor Networks -- Wireless Sensor Networks (WSNs) -- Communication Protocols for Wireless Sensor Networks -- Summary -- ch. 4 Connecting Smart Objects -- Communications Criteria -- Range -- Frequency Bands -- Power Consumption -- Topology -- Constrained Devices -- Constrained-Node Networks -- Data Rate and Throughput -- Latency and Determinism -- Overhead and Payload -- IoT Access Technologies -- IEEE 802.15.4 -- Standardization and Alliances -- Physical Layer -- MAC Layer -- Topology -- Security -- Competitive Technologies -- IEEE 802.15.4 Conclusions -- IEEE 802.15.4g and 802.15.4e -- Standardization and Alliances -- Physical Layer -- MAC Layer -- Topology -- Security -- Competitive Technologies -- IEEE 802.15.4g and 802.15.4e Conclusions -- IEEE 1901.2a -- Standardization and Alliances -- Physical Layer -- MAC Layer -- Topology -- Security -- Competitive Technologies -- IEEE 1901.2a Conclusions -- IEEE 802.1 lah -- Standardization and Alliances -- Physical Layer -- MAC Layer -- Topology -- Security -- Competitive Technologies -- IEEE 802.1 lah Conclusions -- LoRaWAN -- Standardization and Alliances -- Physical Layer -- MAC Layer -- Topology -- Security -- Competitive Technologies -- LoRaWAN Conclusions -- NB-IoT and Other LTE Variations -- Standardization and Alliances -- LTE Cat 0 -- LTE-M -- NB-IoT -- Topology -- Competitive Technologies -- NB-IoT and Other LTE Variations Conclusions -- Summary -- ch. 5 IP as the IoT Network Layer -- The Business Case for IP -- The Key Advantages of Internet Protocol -- Adoption or Adaptation of the Internet Protocol -- The Need for Optimization -- Constrained Nodes -- Constrained Networks -- IP Versions -- Optimizing IP for IoT -- From 6LoWPAN to 6Lo -- Header Compression -- Fragmentation -- Mesh Addressing -- Mesh-Under Versus Mesh-Over Routing -- 6L0 Working Group -- 6TiSCH -- RPL -- Objective Function (OF) -- Rank -- RPL Headers -- Metrics -- Authentication and Encryption on Constrained Nodes -- ACE -- DICE -- Profiles and Compliances -- Internet Protocol for Smart Objects (IPSO) Alliance -- Wi-SUN Alliance -- Thread -- IPv6 Ready Logo -- Summary -- ch. 6 Application Protocols for IoT -- The Transport Layer -- IoT Application Transport Methods -- Application Layer Protocol Not Present -- SCADA -- A Little Background on SCADA -- Adapting SCADA for IP -- Tunneling Legacy SCADA over IP Networks -- SCADA Protocol Translation -- SCADA Transport over LLNs with MAP-T -- Generic Web-Based Protocols -- IoT Application Layer Protocols -- CoAP -- Message Queuing Telemetry Transport (MQTT) -- Summary -- ch. 7 Data and Analytics for IoT -- An Introduction to Data Analytics for IoT -- Structured Versus Unstructured Data -- Data in Motion Versus Data at Rest -- IoT Data Analytics Overview -- IoT Data Analytics Challenges -- Machine Learning -- Machine Learning Overview -- Supervised Learning -- Unsupervised Learning -- Neural Networks -- Machine Learning and Getting Intelligence from Big Data -- Predictive Analytics -- Big Data Analytics Tools and Technology -- Massively Parallel Processing Databases -- NoSQL Databases -- Hadoop -- YARN -- The Hadoop Ecosystem -- Apache Kafka -- Lambda Architecture -- Edge Streaming Analytics -- Comparing Big Data and Edge Analytics -- Edge Analytics Core Functions -- Distributed Analytics Systems -- Network Analytics -- Flexible NetFlow Architecture -- FNF Components -- Flexible NetFlow in Multiservice IoT Networks -- Summary -- References -- ch. 8 Securing IoT -- A Brief History of OT Security -- Common Challenges in OT Security -- Erosion of Network Architecture -- Pervasive Legacy Systems -- Insecure Operational Protocols -- Modbus -- DNP3 (Distributed Network Protocol) -- ICCP (Inter-Control Center Communications Protocol) -- OPC (OLE for Process Control) -- International Electrotechnical Commission (IEC) Protocols -- Other Protocols -- Device Insecurity -- Dependence on External Vendors -- Security Knowledge -- How IT and OT Security Practices and Systems Vary -- The Purdue Model for Control Hierarchy -- OT Network Characteristics Impacting Security -- Security Priorities: Integrity, Availability, and Confidentiality -- Security Focus -- Formal Risk Analysis Structures: OCTAVE and FAIR -- OCTAVE -- FAIR -- The Phased Application of Security in an Operational Environment -- Secured Network Infrastructure and Assets -- Deploying Dedicated Security Appliances -- Higher-Order Policy Convergence and Network Monitoring -- Summary -- pt. …”

Tabla de Contenidos: “…PART I: Basic Science of Pulmonary Development and Pulmonary Arterial Disease -- 1 Perspective for Part I -- 2 The alveolar stem cell niche of the mammalian lung -- 3 Lung development and Notch signalling -- 4 Specialized smooth muscle cell progenitors in pulmonary hypertension -- 5 Diverse Pharmacology of Prostacyclin Mimetics: Implications for Pulmonary Hypertension -- 6 Endothelial-to-mesenchymal transition in pulmonary hypertension -- 7 Extracellular vesicles, MicroRNAs and Pulmonary Hypertension -- 8 Roles of Tbx4 in the lung mesenchyme for airway and vascular development -- 9 A lacZ reporter transgenic mouse line revealing the development of pulmonary artery -- 10 Roles of stem cell antigen-1 in the pulmonary endothelium -- 11 Morphological characterization of pulmonary microvascular disease in bronchopulmonary dysplasia caused by hyperoxia in newborn mice -- 12 Involvement of CXCR4 and stem cells in a rat model of pulmonary arterial hypertension -- 13 Ca2+ signal through inositol trisphosphate receptors for cardiovascular development and pathophysiology of pulmonary arterial hypertension -- PART II: Abnormal pulmonary circulation in the developing lung and heart -- 14 Perspective for Part II -- 15 Pathophysiology of Pulmonary Circulation in Congenital Heart Disease -- 16 Development of Novel Therapies for Pulmonary Hypertension by Clinical Application of Basic Research -- 17 Using Patient-Specific Induced Pluripotent Stem Cells to Understand and Treat Pulmonary Arterial Hypertension -- 18 Modeling pulmonary arterial hypertension using induced pluripotent stem cells -- 19 Dysfunction and restoration of endothelial cell communications in Pulmonary Arterial Hypertension: Therapeutic implications -- 20 Inflammatory Cytokines in the Pathogenesis of Pulmonary Arterial Hypertension -- 21 Genotypes and Phenotypes of Chinese Pediatric Patients with Idiopathic and Heritable Pulmonary Arterial Hypertension- Experiences from A Single Center -- 22 Fundamental Insight into Pulmonary Vascular Disease : Perspectives from Pediatric PAH in Japan -- 23 Risk stratification in paediatric pulmonary arterial hypertension -- 24 The Adaptive Right Ventricle in Eisenmenger Syndrome: Potential Therapeutic Targets for Pulmonary Hypertension -- 25 Impaired right coronary vasodilator function in pulmonary hypertensive rat assessed by in vivo synchrotron microangiography -- 26 Relationship between mutations in ENG and ALK1 gene and the affected organs in hereditary hemorrhagic telangiectasia -- 27 A genetic analysis for patients with pulmonary arterial hypertension -- 28 Evaluation and visualization of right ventricle using three dimensional echocardiography -- 29 Pulmonary hypertension associated with post-operative Tetralogy of Fallot -- 30 Microscopic Lung Airway Abnormality and Pulmonary Vascular Disease Associated with Congenital Systemic to Pulmonary Shunt -- 31 Respiratory syncytial virus infection in infants with heart and lung diseases -- PART III: Ductus arteriosus: bridge over troubled vessels -- 32 Perspective for Part III -- 33 The ductus arteriosus, a vascular outsider, in relation to the pulmonary circulation -- 34 Molecular, genetic, and pharmacological modulation of the ductus arteriosus: KATP channels as novel drug targets -- 35 New mediators in the biology of the ductus arteriosus: Lessons from the chicken embryo -- 36 Constriction of the Ductus Arteriosus with KATP Channel Inhibitors -- 37 New insights on how to treat patent ductus arteriosus -- 38 Antenatal Administration of Betamethasone Contributes to Intimal thickening of the Ductus Arteriosus -- 39 Prostaglandin E-EP4-mediated fibulin-1 up-regulation plays a role in intimal thickening of the ductus arteriosus -- 40 Transcriptional profiles in the chicken ductus arteriosus during hatching -- 41 Inhibition of Cyclooxygenase Contracts Chicken Ductus Arteriosus -- 42 Prostaglandin E2 receptor EP4 inhibition constricts the rat ductus arteriosus -- 43 Dilatation of the Ductus Arteriosus by Diazoxide in Fetal and Neonatal Rats -- 44 The Effect of Long-term Administration of Plostaglandin E1 on Morphological Changes in Ductus Arteriosus -- 45 Significance of SGK1 as a protein kinase transcriptionally regulated by ALK1 signaling in vascular endothelial cells -- 46 Fabrication of Implantable Human Arterial Graft by Periodic Hydrostatic Pressure -- 47 Optimum preparation of Candida albicans cell wall extra (CAWE) for the mouse model of Kawasaki disease -- PART IV: Development and Regeneration of the Cardiovascular System -- 48 Perspective for Part IV -- 49 Advances in the second heart field -- 50 Novel cardiac progenitors for all components of the heart except for the right ventricle -- 51 Regional and TBX5-dependent gene expression in the atria: Implications for pulmonary vein development and atrial fibrillation -- 52 The Endocardium as a Master Regulator of Ventricular Trabeculation -- 53 The Role of Alternative mRNA Splicing in Heart Development -- 54 Progress in the Generation of Multiple Lineage Human-iPSC-derived 3D Engineered Cardiac Tissues for Cardiac Repair -- 55 Quantification of contractility in stem cell derived cardiomyocytes -- 56 A neurotrophic factor receptor GFRA2, a specific surface antigen for cardiac progenitor cells, regulates the process of myocardial compaction -- 57 Cardiac cell specification and differentiation by the defined factors -- 58 A Temporo-Spatial Regulation of Sema3c is Essential for Interaction of Progenitor Cells during Cardiac Outflow Tract Development -- 59 Spatiotemporally restricted developmental alterations in the anterior and secondary heart fields cause distinct conotruncal heart defects -- 60 Significance of transcription factors in the mechanisms of great artery malformations -- 61 The different c-kit expression in human induced pluripotent stem (iPS) cells between with feeder cells and without feeder cells -- 62 Establishment of induced pluripotent stem cells from immortalized B cell lines and their differentiation into cardiomyocytes -- 63 Establishment of an in vitro LQT3 model, using induced pluripotent stem cells from LQT3 patient-derived cardiomyocytes -- 64 Genetic Assessments for clinical courses of Left ventricle noncompaction -- 65 Elucidating the pathogenesis of congenital heart disease in the era of next-generation sequencing…”

Tabla de Contenidos: “…4.1 General Level of Adoption of Digital Tools in Scholarly Activities -- 4.2 Use of Web 2.0 Tools Among Scholars -- 4.3 Disciplinary Differences -- 4.4 Changing Scholarly Practices -- 5 Summary and Discussion -- References -- Digital Research Infrastructure -- 1 Introduction -- 2 IT Infrastructure -- 3 Information Infrastructure -- 3.1 Repositories and Publication Server -- 3.2 Data Formats -- 4 Legal Issues -- 4.1 Copyright Issues -- 4.2 Personal Data Protection -- 5 Conclusion -- References -- MOVING: A User-Centric Platform for Online Literacy Training and Learning -- 1 Introduction -- 2 Digitized Science -- 3 Overview of the MOVING Platform -- 4 The MOVING Web Application -- 4.1 Search -- 4.2 Recommender System -- 4.3 Communities -- 4.4 Learning Environment -- 4.5 Adaptive Training Support -- 5 Conclusion -- References -- CLARIN-D: An IT-Based Research Infrastructure for the Humanities and Social Sciences -- 1 Introduction -- 2 The Impact of Digitization in the Humanities-From Digital Humanities to E-Humanities -- 3 CLARIN-D-An Infrastructure for Text-Oriented Humanities -- 4 Metadata, Citation, and Search -- 5 Summary and Conclusion -- References -- Toward Process Variability Management in Online Examination Process in German Universities: A State of the Art -- 1 Introduction -- 2 Motivation -- 3 Research Method -- 3.1 Literature Search and Data Collection in Three Domains -- 3.2 Accreditation Processes in Germany -- 4 Literature and Results -- 4.1 Evaluation of IT Approaches -- 4.2 Evaluation of Study Courses -- 4.3 Evaluation of Accreditation -- 4.4 Summary of the Results -- 5 Conclusion and Further Work -- Appendix 1: Summary of IT Approaches to e-Assessment -- Appendix 2: List of German universities reviewed -- References -- Designing External Knowledge Communication in a Research Network The Case of Sustainable Land Management…”

Tabla de Contenidos: “…Health -- Access to services -- Findings from the National Aboriginal and Torres Strait Islander Social Survey -- Current stage of well-being of Australia's Indigenous peoples at a regional level -- Factor analysis -- Improving Indigenous statistics and data governance -- Indigenous statistical frameworks -- Defining and collecting statistics about Indigenous peoples -- Indigenous peoples and the territorial classification -- Indigenous business data -- Reporting on well-being outcomes -- Inclusion of Indigenous values and perspectives in well-being indicator frameworks -- Indigenous data governance -- Inclusion in governance decision-making -- Linking and sharing data -- Adapting data collection methods -- Providing tools and capabilities to collect data and support informed decision-making -- References -- Notes -- Annex 2.A. …”

Tabla de Contenidos: “…Intro -- Avant-propos -- Acronymes -- Statistiques de base de la Nouvelle-Zélande, 2019 -- Résumé -- L'économie s'est redressée rapidement après le choc provoqué par la pandémie de COVID-19, mais elle est maintenant en surchauffe -- Le resserrement de la politique macroéconomique va ramener la croissance à des taux plus durables -- Stimuler la productivité en améliorant la diffusion des technologies numériques -- De nouvelles mesures s'imposent pour réduire les émissions de gaz à effet de serre -- 1 Principaux éclairages sur l'action publique -- L'économie s'est redressée rapidement après le choc de la pandémie de COVID 19, mais les tensions inflationnistes se sont sensiblement accentuées -- Les politiques en matière monétaire et de stabilité financière ont été assouplies en réaction à la crise liée au COVID-19, mais il convient maintenant de -- les durcir à nouveau -- Les nouvelles exigences de fonds propres risquent de contracter l'offre de prêts aux entreprises -- Le cadre de politique monétaire et de stabilité financière -- Politique budgétaire et viabilité de la dette -- L'orientation de la politique budgétaire sera légèrement restrictive -- Une trajectoire d'assainissement budgétaire plus claire est nécessaire pour garantir la viabilité de la dette à long terme -- Des réformes des politiques structurelles pour améliorer le bien-être -- Améliorer le bien-être après le choc du COVID-19 -- Le bien-être est resté élevé durant la pandémie, mais les difficultés existantes se sont accentuées -- Renforcer la démarche de bien-être dans l'élaboration des politiques publiques -- Rehausser la croissance de la productivité -- Adapter le taux de l'impôt sur les sociétés aux niveaux de la concurrence -- Préserver la flexibilité du marché du travail tout en renforçant son équité. …”

Tabla de Contenidos: “…Intro -- Avant-propos -- Acronymes -- Statistiques de base de la Nouvelle-Zélande, 2019 -- Résumé -- L'économie s'est redressée rapidement après le choc provoqué par la pandémie de COVID-19, mais elle est maintenant en surchauffe -- Le resserrement de la politique macroéconomique va ramener la croissance à des taux plus durables -- Stimuler la productivité en améliorant la diffusion des technologies numériques -- De nouvelles mesures s'imposent pour réduire les émissions de gaz à effet de serre -- 1 Principaux éclairages sur l'action publique -- L'économie s'est redressée rapidement après le choc de la pandémie de COVID--19, mais les tensions inflationnistes se sont sensiblement accentuées -- Les politiques en matière monétaire et de stabilité financière ont été assouplies en réaction à la crise liée au COVID-19, mais il convient maintenant de les durcir à nouveau -- Les nouvelles exigences de fonds propres risquent de contracter l'offre de prêts aux entreprises -- Le cadre de politique monétaire et de stabilité financière -- Politique budgétaire et viabilité de la dette -- L'orientation de la politique budgétaire sera légèrement restrictive -- Une trajectoire d'assainissement budgétaire plus claire est nécessaire pour garantir la viabilité de la dette à long terme -- Des réformes des politiques structurelles pour améliorer le bien-être -- Améliorer le bien-être après le choc du COVID-19 -- Le bien-être est resté élevé durant la pandémie, mais les difficultés existantes se sont accentuées -- Renforcer la démarche de bien-être dans l'élaboration des politiques publiques -- Rehausser la croissance de la productivité -- Adapter le taux de l'impôt sur les sociétés aux niveaux de la concurrence -- Préserver la flexibilité du marché du travail tout en renforçant son équité…”

Tabla de Contenidos: “…Efficience des marchés et processus de passation -- Mobilisation du marché pour élaborer des cahiers des charges réalistes et efficaces -- Redéfinir l'efficience : les critères de l'offre économiquement la plus avantageuse et l'optimisation des ressources -- Adapter la méthode de passation des marchés en fonction de la valeur -- 4.1.2. …”

Tabla de Contenidos: “…. -- Projet pour un enseignement adapté dans les écoles secondaires du deuxième cycle -- Le Projet scolaire de l'État de Nuevo León pour renforcer le rôle des inspecteurs... -- Innovation et efficacité -- Bibliographie -- Pays-Bas -- Contexte national -- Problèmes de gestion des établissements scolaires -- Principales orientations des politiques publiques -- Cadre institutionnel -- Études de cas -- École primaire De Stuifhoek de Made -- Collège Johan de Witt, La Haye -- La Fondation pour l'enseignement catholique « Henric von Veldeke » à Maastricht -- Innovation et efficacité -- Choix de l'école -- Formation à la gestion des établissements scolaires -- Écoles communautaires -- Technologies de l'information et de la commu nication (TIC) -- Enseignement centré sur l'élève -- Transparence et responsabilisation -- Bibliographie -- Royaume-Uni (Angleterre) -- Contexte national -- Problèmes de gestion des établissements scolaires -- Principales orientations des politiques publiques -- Cadre institutionnel -- Études de cas -- École Francis Combe -- École du deuxième cycle secondaire et Collège communautaire Sharnbrook -- École Deacon's -- Innovation et efficacité -- Bibliographie -- Suède -- Contexte national -- Problèmes de gestion des établissements scolaires -- Principales orientations des politiques publiques -- Cadre institutionnel -- Études de cas -- L'école Elineberg -- Botvidsgymnasiet (École secondaire du deuxième cycle de Botvid) -- École Skare et centre de loisirs pour enfants -- Innovation et efficacité -- Bibliographie…”

Tabla de Contenidos: “…Le creusement de l'écart entre élèves : histoires anciennes et actuelles -- Conclusions -- Conclusions du rapporteur -- Adapter les objectifs de l'école -- Créer de nouveaux liens -- Redéfinir le contenu de l'enseignement -- Une nouvelle infrastructure pour l'acquisition des connaissances? …”

Tabla de Contenidos: “…Machine generated contents note: Foreword ACKNOWLEDGEMENTS PREFACE Introduction PART ONE Awareness Heightened Awareness in a World Begging for BRIEF CHAPTER ONE Why Brevity is Vital Get to the point or pay the price Executive -- Interrupted Who's responsible for adapting when the message is not being heard? Timing is of the essence BRIEF Balance: The harmony of clear, concise, and compelling A BRIEF Timeout CHAPTER TWO Mindful of Mind-filled-ness Brevity is like an instant stress release The flood 1. …”

Tabla de Contenidos: “…-- Android architecture -- Dalvik Virtual Machine -- Memory management -- Energy consumption -- Java language -- Native Development Kit or how to develop with native code when needed -- Three limits in application responsiveness -- Business value of software quality -- Summary -- Chapter 2: Efficient Debugging -- Android Debug Bridge -- Dalvik Debug Monitor Server -- Capturing and analyzing thread information -- Heap analysis and visualization -- Allocation tracker -- Network usage -- Emulator Control -- System status -- Debugging the UI -- Profiling with Hierarchy Viewer -- Systrace -- Android device debug options -- Android Instant Run -- GPU profiler -- Running a trace -- ClassyShark -- Getting started -- Summary -- Chapter 3: Building Layouts -- Walkthrough -- Rendering performance -- Screen tearing and VSYNC -- Hardware acceleration -- Overdraw -- Multi-window mode -- Overview -- Configuration -- Management -- Drag and drop -- Performance impact -- Best practices -- Provided layout overview -- Hierarchical layout management -- Reusing layouts -- ViewStub -- AdapterViews and view recycling -- The ViewHolder pattern -- Custom views and layouts -- Screen zoom -- Debugging tools -- The Design view -- Hierarchy Viewer -- Tree View -- View properties -- Tree overview -- Layout View -- On device tools -- Debugging GPU overdraw -- Profile GPU rendering -- Systrace -- Summary -- Chapter 4: Memory -- Walkthrough -- How memory works -- Garbage collection -- Shared memory -- Runtime…”

Tabla de Contenidos: “…Exercise #1: Supply Chain Strategy and Projects -- Twelve-Month Project Objectives -- Integrated Supply Chain Knowledge Manager -- New Opportunities Emerge-Follow-on Situation -- Charlie Supply Identifies a New Growth Market -- Exercise #2: Participating in a Growth Market -- Respond Effectively to the Opportunities of Growth Markets -- Strategic Alliances for Competitive Advantage -- Structuring Strategic Alliances -- Sustainable Growth and Productivity -- Chapter Summary -- Chapter 10: Promise of the Real-Time Supply Chain -- The Start of Something Big -- The Profit Potential of the Self-Adjusting Feedback Loop -- Harnessing the Feedback Loop to the Supply Chain -- Winning at the Game of Real-Time Supply Chains -- Efficient and Responsive Supply Chains for a Constantly Changing World -- Emergent Behavior in Supply Chains -- Adaptive Networks and Economic Cycles -- Chapter Summary -- About the Author -- Index -- EULA…”

Tabla de Contenidos: “…-- Performing naïve Bayes classification -- Classification metrics -- Understanding decision trees -- Measuring purity -- Exploring the Titanic dataset -- Dummy variables -- Diving deep into UL -- When to use UL -- k-means clustering -- The Silhouette Coefficient -- Feature extraction and PCA -- Summary -- Chapter 12: Introduction to Transfer Learning and Pre-Trained Models -- Understanding pre-trained models -- Benefits of using pre-trained models -- Commonly used pre-trained models -- Decoding BERT's pre-training -- TL -- Different types of TL -- Inductive TL -- Transductive TL -- Unsupervised TL - feature extraction -- TL with BERT and GPT -- Examples of TL -- Example - Fine-tuning a pre-trained model for text classification -- Summary -- Chapter 13: Mitigating Algorithmic Bias and Tackling Model and Data Drift -- Understanding algorithmic bias -- Types of bias -- Sources of algorithmic bias -- Measuring bias -- Consequences of unaddressed bias and the importance of fairness -- Mitigating algorithmic bias -- Mitigation during data preprocessing -- Mitigation during model in-processing -- Mitigation during model postprocessing -- Bias in LLMs -- Uncovering bias in GPT-2 -- Emerging techniques in bias and fairness in ML -- Understanding model drift and decay -- Model drift -- Data drift -- Mitigating drift -- Understanding the context -- Continuous monitoring -- Regular model retraining -- Implementing feedback systems -- Model adaptation techniques -- Summary -- Chapter 14: AI Governance -- Mastering data governance -- Current hurdles in data governance -- Data management: crafting the bedrock -- Data ingestion - the gateway to information -- Data integration - from collection to delivery -- Data warehouses and entity resolution…”

Tabla de Contenidos: “…-- Container-Managed Transactions -- Bean-Managed Transactions -- Transaction Timeouts -- UpdatingMultipleDatabases -- Transactions in Web Components -- Further Information about Transactions -- 28 Resource Connections -- Resources and JNDINaming -- DataSource Objects and Connection Pools -- Resource Injection -- Resource Adapters and Contracts -- Metadata Annotations -- Common Client Interface -- Further Information about Resources -- Index -- Numbers and Symbols…”

Tabla de Contenidos: “…Non-looping Files -- Using Snapping to Place Clips in the Timeline -- Setting the Tempo of the Project -- Resizing Looping Files -- Creating an Original Score Using Apple Loops -- Using Crossfades -- Choosing the Fade Type -- Using Markers to Set Tempo -- Using the Master Tempo Envelope -- Adapting Tempo to Onscreen Video Cues -- Lesson Review…”

Tabla de Contenidos: “…Content Module 9.42-Recognition Role Play -- Content Module 9.43-When Teams Are Most Effective -- Content Module 9.44-Reaching Consensus -- Content Module 9.45-Synergy -- Content Module 9.46-Designing Engagement Into Your Organization -- Content Module 9.47-Helping Teams Get Things Done -- Content Module 9.48-Dealing With Difficult Team Members -- Content Module 9.49-Characteristics of an Engaged Team Player -- Content Module 9.50-Creating a Team Project Plan -- Chapter 10 - Assessments and Training Instruments -- Assessments and Training Instruments -- Assessment 10.1-Communicating Assignments Quiz -- Assessment 10.2-Conflict Comfort Zone -- Assessment 10.3-Complaint-Handling Quiz -- Chapter 11 - Structured Experiences -- Structured Experiences -- The Handouts -- Structured Experience 11.1-The Rumor -- Structured Experience 11.2-Spending Time With Employees -- Structured Experience 11.3-Conflict Strategies -- Structured Experience 11.4-Conflict Role Play -- Structured Experience 11.5-Discipline Role Play -- Structured Experience 11.6-Documentation Role Play -- Structured Experience 11.7-Performance-Improvement Process Plan -- Structured Experience 11.8-Performance-Improvement Process Plan Role Play -- Structured Experience 11.9-Performance Appraisal Role Play -- Structured Experience 11.10-Synergy -- Structured Experience 11.11-Creating a Team Project Plan -- Appendix - Using the Online Materials -- Content of the Website -- Computer Requirements -- Printing From the Website -- Adapting the PowerPoint Slides -- Showing the PowerPoint Presentation -- For Further Reading -- About the Author -- Index -- Back…”

Tabla de Contenidos: “…Chapter 15: Build a Team: Recruit and Manage People -- 10 Questions to Ask When Recruiting -- 10 Positive Ways to Deal With Employment Legislation -- 10 Things That Will Make You a Better Boss -- 10 Ways to Delegate and Share the Work -- Chapter 16: Be Motivating: Get the Best From Yourself and Others -- 10 Ways to Motivate Yourself -- 10 Things to Do That Will Make You More Motivating -- 10 Training Opportunities Most Overlooked -- 10 Common People Problems and How to Solve Them -- 10 Ways to Manage Stress in Yourself and Others -- Chapter 17: Avoid Surprises: Predict and Overcome Those Unexpected Hurdles -- 10 Staff Surprises -- 10 Customer Surprises -- 10 Supplier Surprises -- 10 Unlikely But Possible Surprises -- Chapter 18: Be Generous: How to Help Yourself By Helping Others -- 10 Ways to Build Your Business By Helping Others -- 10 Ways to Entertain Your Customers for Free -- 10 Lessons You Can Learn From Social Entrepreneurs -- 10 Benefits of Making a Philanthropic Gesture -- Chapter 19: Sell Your Business: How to Realise the Value -- 10 Ways to Decide That it's Time to Move on -- 10 Things That Add Value to Your Business -- 10 Ways to Find a Buyer -- 10 Reasons to Merge Your Business With Another -- 10 Things You'Ll Do Differently the Second Time Around -- Useful Document Templates: Shortcuts for You to Copy, Adapt and Use -- Sales Letters -- Follow-Up Letters -- Getting-Paid Letters -- The Business Plan -- Confidentiality and Intellectual Property…”

Tabla de Contenidos: “…11 Spiritual Root Metaphors and Modern Western Consciousness -- 1 Spiritual metaphors as hidden navigators -- 2 When the journey metaphor goes underground -- 3 When the trial metaphor goes underground -- 4 When the warfare metaphor goes underground -- 5 Psychotherapy and disconnected spiritual root metaphors -- Concluding Part 2 -- Part 3: Existential and Cognitive Aspects of Spirituality -- Introducing Part 3 -- 12 Spirituality as a Change Process -- 1 An ancient theory of spiritual development -- 2 Adapting the ancient systematisation to modern experience -- 3 Why 'aspects' rather than 'phases'? …”

Tabla de Contenidos: “…-- Object-oriented design patterns -- Facade and Adapter -- Decorator or Wrapper -- Strategy, Template, and Command -- Dependency Injection -- Observers and reactive programming -- Other patterns -- Functional design patterns -- Summary -- Questions -- Chapter 12: Building Better Containers - Functional Data Types -- Specifying data types -- Signatures for functions -- Other data type options -- Building containers -- Extending current data types -- Containers and functors -- Monads -- Functions as data structures -- Binary trees in Haskell…”