Tabla de Contenidos: “…Cover -- Copyright -- Packt Page -- Contributors -- Table of Contents -- Preface -- Chapter 1: Getting Started with Next-Generation Artificial Intelligence through Reinforcement Learning -- Reinforcement learning concepts -- How to adapt to machine thinking and become an adaptive thinker -- Overcoming real-life issues using the three-step approach -- Step 1 - describing a problem to solve: MDP in natural language -- Watching the MDP agent at work -- Step 2 - building a mathematical model: the mathematical representation of the Bellman equation and MDP -- From MDP to the Bellman equation -- Step 3 - writing source code: implementing the solution in Python -- The lessons of reinforcement learning -- How to use the outputs -- Possible use cases -- Machine learning versus traditional applications -- Summary -- Questions -- Further reading -- Chapter 2: Building a Reward Matrix - Designing Your Datasets -- Designing datasets - where the dream stops and the hard work begins -- Designing datasets -- Using the McCulloch-Pitts neuron -- The McCulloch-Pitts neuron -- The Python-TensorFlow architecture -- Logistic activation functions and classifiers -- Overall architecture -- Logistic classifier -- Logistic function -- Softmax -- Summary -- Questions -- Further reading -- Chapter 3: Machine Intelligence - Evaluation Functions and Numerical Convergence -- Tracking down what to measure and deciding how to measure it -- Convergence -- Implicit convergence -- Numerically controlled gradient descent convergence -- Evaluating beyond human analytic capacity -- Using supervised learning to evaluate a result that surpasses human analytic capacity -- Summary -- Questions -- Further reading -- Chapter 4: Optimizing Your Solutions with K-Means Clustering -- Dataset optimization and control -- Designing a dataset and choosing an ML/DL model…”

Tabla de Contenidos: “…. -- There's more... -- Adaptive thresholding -- Visual tracking using histograms -- See also -- Chapter 5: Transforming Images with Morphological Operations -- Eroding and dilating images using morphological filters -- Getting ready…”

Tabla de Contenidos: “…Cover -- Contents -- Foreword -- Preface -- Introduction: It's a New World Out There -- Chapter 1 Perfect Phrases to Establish Yourself in Your New Role -- Perfect Phrases to Introduce Yourself to a New Manager -- Perfect Phrases to Forge a Manager/Admin Partnership -- Perfect Phrases to Relate Your Best Work and Communication Style -- Perfect Phrases to Discover Your Manager's Preferred Work and Communication Style -- Perfect Phrases to Establish Your New Role with All Levels of Employees -- Perfect Phrases to Collaborate with Other Office Professionals -- Perfect Phrases for Questions About and Comparisons with Your Predecessor -- Perfect Phrases to Initiate Meaningful Small Talk -- Chapter 2 Perfect Phrases to Manage Inevitable Learning Curves -- Perfect Phrases to Ask for Help Getting Oriented -- Perfect Phrases to Handle Questions You Can't Answer -- Perfect Phrases to Let People Know You're New -- Perfect Phrases to Request More Detailed Explanations -- Perfect Phrases to Clarify Office Jargon -- Perfect Phrases to Get Support from People Who Know Your Job -- Perfect Phrases to Admit Mistakes and Look Good in the Process -- Perfect Phrases to Admit You Are in Over Your Head -- Perfect Phrases to Apologize Without Groveling -- Chapter 3 Perfect Phrases to Establish Communication Agreements -- Perfect Phrases to Establish Communication Agreements with Your Manager -- Perfect Phrases to Establish Communication Agreements Within Work Groups -- Perfect Phrases to Arrange for Regular Meetings with Your Manager(s) -- Perfect Phrases to Assure That You Are Consulted on Decisions That Affect You -- Perfect Phrases to Discuss Solutions to Communication Breakdowns or Confusion -- Perfect Phrases to Explain Special Communication Needs -- Perfect Phrases to Adapt Communication Modalities to Preferred Styles…”

Tabla de Contenidos: “…-- Responsible growth -- Streamlined and efficient operations -- Lower risk profile -- Going beyond personal resources -- In pursuit of profitability -- Staying adaptable…”

Tabla de Contenidos: “…-- UX -- UI -- User concerns for VR versus AR -- VR UX-related user concerns -- VR UI-related user concerns -- AR UX-related user concerns -- AR UI-related user concerns -- User experience design -- Utilizing gesture-based inputs for human-centered interactions -- Navigating typography's challenges in three-dimensional domains -- Creating a tailored experience that resonates and adapts…”

Tabla de Contenidos: “…ACT: RUN, HIDE, TELL - How to respond to a Firearms or Weapons Attack -- Noteworthy Adaptation #1: The ABTA - Stay Safe Abroad Campaign: -- Noteworthy Adaptation #2: The Sun Campaign: -- 6.2.3. …”

Tabla de Contenidos: “…. -- Chapter 2: Advanced Design Methodologies and Strategies -- Technical requirements -- Understanding the different design processes -- Bottom-up design -- Multi-body design -- Layout design -- Adaptive modeling design -- Creating a multi-body part design -- Getting ready -- How to do it... -- Creating a layout design from imported .dwg CAD data -- Getting ready -- How to do it... -- Applying and using adaptive modeling -- Getting ready -- How to do it... -- Model credits -- Chapter 3: Driving Automation and Parametric Modeling in Inventor -- Technical requirements -- Reviewing equations and parameters in Inventor -- Creating equations and driving a model -- Getting ready -- How to do it... -- Creating parameters and driving a model -- Getting ready -- How to do it... -- Reusing design feature data with iFeatures -- Getting ready -- How to do it... -- Creating automatic mates using iMates -- Getting ready -- How to do it... -- Creating table-driven master parts to configure sizes and states with iParts -- Getting ready -- How to do it...…”

Tabla de Contenidos: “…-- Models for Highway Traffic and Their Connections to Thermodynamics -- Variance-Driven Traffic Dynamics -- Stability of Steady State Solutions in Balanced Vehicular Traffic -- Wave Selection Problems in the Presence of a Bottleneck -- Impacts of Lane Changes at Merge Bottlenecks: A Theory and Strategies to Maximize Capacity -- Modeling a Bottleneck by the Aw-Rascle Model with Phase Transitions -- Solvability and Metastability of the Stochastic Optimal Velocity Model -- Modeling of Flows with Power-Law Spectral Densities and Power-Law Distributions of Flow Intensities -- Relationship Between Non-Markovian- and Drift-Fokker-Planck Equation -- Traffic Flow: Empirical Results and Applications -- Accidents in Platoons of Vehicles -- Jam-Avoiding Adaptive Cruise Control (ACC) and its Impact on Traffic Dynamics -- Inter-Vehicle Communication on Freeways: Statistical Properties of Information Propagation in Ad-Hoc Networks -- Effects of Advanced Traveller Information Systems on Agents’ Behaviour in a Traffic Scenario -- Chaotic Traffic Flows on Two Crossroads Caused by Real-Time Traffic Information -- A Vehicle Detection and Tracking Approach Using Probe Vehicle LIDAR Data -- Multi-Anticipative Car-Following Behavior: An Empirical Analysis -- Statistical Analysis of Floating-Car Data: An Empirical Study -- Scale-Free Features in the Observed Traffic Flow -- States of Traffic Flow in the Deep Lefortovo Tunnel (Moscow): Empirical Data…”

Tabla de Contenidos:

Tabla de Contenidos: “…2 Enabling Technologies for IMT-Advanced Networks2.1 Multicarrier Modulation and Multiple Access; 2.1.1 OFDM; 2.1.2 OFDMA; 2.1.3 SC-FDMA; 2.2 Multiuser Diversity and Scheduling; 2.3 Adaptive Coding and Modulation; 2.4 Frequency Reuse; 2.5 Wideband Transmissions; 2.6 Multiple Antenna Techniques; 2.7 Relaying; 2.8 Femtocells; 2.9 Coordinated Multi-Point (CoMP) Transmission; 2.9.1 Interference Cancellation; 2.9.2 Single Point Feedback/Single Point Reception; 2.9.3 Multichannel Feedback/Single Point Reception; 2.9.4 Multichannel Feedback/Multipoint Reception; 2.9.5 Inter-Cell MIMO…”

Tabla de Contenidos: “…-- Your wish is not my command: case history -- Entering Without Breaking: Getting Inside: -- Removing outside screws -- Separating snaps -- Removing ribbons -- Pulling wire connectors -- Layers and photos -- Opening A Shut Case: -- Receivers and amplifiers -- VCRs, CD and DVD players -- TVs and LCD monitors -- Turntables -- Video projectors -- Portable DVD players with LCD screens -- MP3 players -- PDAs -- Smartphones and tablets -- Camcorders -- Digital cameras -- Laptop computers -- AC adapters -- What The Heck Is That? Recognizing Major Features: -- Power to the circuit: power supplies -- Follow the copper-lined road: input -- Shake, bake, slice and dice: signal processing -- Out you go: output stages -- Moving tale: mechanisms -- Danger points -- A-Hunting We Will Go: Signal Tracing And Diagnosis: -- Dead -- Comatose or crazy -- Alive and awake but not quite kicking -- Sometimes yes, sometimes no -- To and fro -- All the world's a stage -- Check, please -- When all else fails: desperate measures -- Presto Change-O: Circuit Boards And Replacing Components: -- Through-hole parts -- Surface-mount components -- Choosing Components: -- Parts machines -- Substitutes: -- Capacitors -- Diodes -- Relays -- Resistors -- Transistors -- Zeners -- Installing The New Parts: -- Through-hole -- SMT -- Finding parts -- Saving damaged boards -- LSI and other dirty words -- That's A Wrap: Reverse-Order Reassembly: -- Common errors -- Getting started -- Reconnecting ribbons -- Oops! …”

Tabla de Contenidos: “…4.4.2 Missing Observables -- 4.4.3 Unknown Model Order -- 4.4.4 Unknown Observation Distribution -- 4.4.5 Unknown Duration Distribution -- 4.4.6 Unordered States -- 4.4.7 Termination Condition for the Estimation Procedure -- 5 Conventional HSMMs -- 5.1 Explicit Duration HSMM -- 5.1.1 Smoothed Probabilities -- 5.1.2 Computational Complexity -- 5.2 Variable Transition HSMM -- 5.2.1 Smoothed Probabilities -- 5.2.2 Computational Complexity -- 5.3 Variable-Transition and Explicit-Duration Combined HSMM -- 5.4 Residual Time HSMM -- 5.4.1 Smoothed Probabilities -- 5.4.2 Computational Complexity -- 6 Various Duration Distributions -- 6.1 Exponential Family Distribution of Duration -- 6.2 Discrete Coxian Distribution of Duration -- 6.3 Duration Distributions for Viterbi HSMM Algorithms -- 7 Various Observation Distributions -- 7.1 Typical Parametric Distributions of Observations -- 7.2 A Mixture of Distributions of Observations -- 7.2.1 Countable Mixture of Distributions -- 7.2.2 Uncountable Mixture of Distributions -- 7.3 Multispace Probability Distributions -- 7.4 Segmental Model -- 7.5 Event Sequence Model -- 8 Variants of HSMMs -- 8.1 Switching HSMM -- 8.2 Adaptive Factor HSMM -- 8.3 Context-Dependent HSMM -- 8.4 Multichannel HSMM -- 8.5 Signal Model of HSMM -- 8.6 Infinite HSMM and HDP-HSMM -- 8.7 HSMM Versus HMM -- 8.7.1 HMM Using HSMM Algorithms -- 8.7.2 HSMM Using HMM Algorithms -- 9 Applications of HSMMs -- 9.1 Speech Synthesis -- 9.1.1 Speech Synthesis and ML Estimation of Observations -- 9.1.2 Other Applications Similar to Speech Synthesis -- 9.2 Human Activity Recognition -- 9.3 Network Traffic Characterization and Anomaly Detection -- 9.4 fMRI/EEG/ECG Signal Analysis -- References -- Back Cover…”

Tabla de Contenidos: “…-- Key Points -- What to Do Next -- Additional Resources -- SECTION I: THE WORKSHOPS -- 1 TWO-DAY LEADERSHIP WORKSHOP -- Two-Day Workshop Objectives -- Before the Workshop: Pre-Work -- Two-Day Workshop Overview -- Day-One Overview -- Day-Two Overview -- Two-Day Workshop Agenda: Day One -- What to Do Between Workshop Days -- Two-Day Workshop Agenda: Day Two -- What to Do Next -- Additional Resources -- 2 ONE-DAY LEADERSHIP WORKSHOP -- One-Day Workshop Objectives -- Before the Workshop: Pre-Work -- One-Day Workshop Overview -- One-Day Workshop Agenda -- What to Do Next -- Additional Resources -- 3 TWO-HOUR LEADERSHIP WORKSHOP -- Two-Hour Workshop Objectives -- Before the Workshop: Pre-Work -- Two-Hour Workshop Overview -- Two-Hour Workshop Agenda -- What to Do Next -- Additional Resources -- 4 CUSTOMIZING THE LEADERSHIP TRAINING WORKSHOP -- How to Adapt the Material -- Caveats -- The Bare Minimum -- What to Do Next -- SECTION II: ESSENTIALS OF EFFECTIVE LEADERSHIP TRAINING -- 5 IDENTIFYING NEEDS FOR LEADERSHIP TRAINING -- Why Needs Analysis? …”

Tabla de Contenidos: “…Abbildungen xiii -- Tabellen xix -- Symbole xxi -- 1 Einleitung 1 -- 2 Stand der Forschung 5 -- 2.1 Funktion und Varianten der Einspritzschmierung 5 -- 2.2 Klassifizierung der Strömungsphänomene 9 -- 2.2.1 Düseninnenströmung und Physik von Flüssigkeitsstrahlen 11 -- 2.2.2 Luftströmung um ein rotierendes Zahnrad 16 -- 2.2.3 Flüssigkeitsstrahl unter aerodynamischer Last 18 -- 2.2.4 Strahlaufprall und Filmströmung 22 -- 2.3 Analytische Untersuchungen zur Ölstrahl-Zahnrad-Interaktion 23 -- 2.3.1 Ölstrahlkühlung von Zahnrädern 23 -- 2.3.2 Aufpralltiefe 29 -- 2.4 Experimentelle Untersuchungen zur Ölstrahl-Zahnrad-Interaktion 33 -- 2.5 Numerische Untersuchungen zur Ölstrahl-Zahnrad-Interaktion 36 -- 2.5.1 Simulationsmethoden für Mehrphasenströmungen 36 -- 2.5.2 Ölstrahl-Interaktion mit einzelnem Zahnrad 39 -- 2.5.3 Ölstrahl-Interaktion mit ineinandergreifenden Zahnrädern 40 -- 3 Zielsetzung 43 -- 4 Grundlagen der numerischen Methoden 45 -- 4.1 Mathematische Beschreibung von Mehrphasenströmungen 45 -- 4.1.1 Bilanzgleichungen 46 -- 4.1.2 Konstitutive Gleichungen 46 -- 4.1.3 Navier-Stokes-Gleichungen in Lagrange'scher Form 47 -- 4.2 Die Volume-of-Fluid-Methode 48 -- 4.2.1 Mathematisches Konzept 48 -- 4.2.2 Adaptive Netzverfeinerung 51 -- 4.2.3 Rechengebietsdeformation 52 -- 4.3 Die Smoothed-Particle-Hydrodynamics-Methode 55 -- 4.3.1 ITS-SPH-Code 57 -- 4.3.2 Mathematisches Konzept 58 -- 4.3.3 Zweiphasige Formulierung (TPSPH) 61 -- 4.3.4 Einphasige Formulierung (SPSPH) 65 -- 4.3.5 Randbedingungen 66 -- 5 Modellbildung zur Simulation der Ölstrahl-Zahnrad-Interaktion 71 -- 5.1 Referenzkonfiguration und numerisches Modell 71 -- 5.1.1 Geometrie- und Betriebsparameter 71 -- xii Inhaltsverzeichnis -- 5.1.2 Rechengebiet, Modellanforderungen und Randbedingungen 74 -- 5.2 Vergleich zwischen der VOF- und SPH-Methode 80 -- 5.2.1 Zweidimensionale Modellierung 80 -- 5.2.2 Dreidimensionale Modellierung 93 -- 5.3 Zusammenfassung und Methodenauswahl 105 -- 6 Simulation der Ölstrahl-Interaktion mit einzelnem Zahnrad 107 -- 6.1 Simulationsstudie 107 -- 6.1.1 Basiskonfiguration - Geometrie- und Betriebsparameter 107 -- 6.1.2 Numerisches Simulationsmodell 108 -- 6.1.3 Versuchsplanung 110 -- 6.2 Analyse der Simulationsdaten 114 -- 6.2.1 Bestimmung der Aufpralltiefe 114 -- 6.2.2 Bestimmung der Eindringtiefe 115 -- 6.2.3 Bestimmung der Ölfilmdynamik 115 -- 6.3 Einflüsse veränderter Betriebsparameter 116 -- 6.3.1 Vorhersage der Aufprall- und Eindringtiefe 117 -- 6.3.2 Vorhersage der Benetzungsfläche 120 -- 6.3.3 Statistische Analyse und Fazit 124 -- 6.4 Ableitung empirischer Berechnungsansätze 126 -- 7 Simulation der Ölstrahl-Interaktion mit ineinandergreifenden Zahnrädern 129 -- 7.1 Simulationsstudie 129 -- 7.1.1 Geometrie- und Betriebsparameter 129 -- 7.1.2 Numerisches Simulationsmodell 131 -- 7.2 Vorhersage der Ölzuführung in den beginnenden Eingriff 133 -- 7.3 Vorhersage der Ölzuführung in den auslaufenden Eingriff 135 -- 7.4 Fazit 136 -- 8 Zusammenfassung und Ausblick 137 -- Literatur 139 -- Mitbetreute studentische Arbeiten 155 -- Eigene Veröffentlichungen 157 -- Anhang 161 -- A.1 Erweiterung des vektoriellen Modells zur Bestimmung der Aufpralltiefe 162 -- A.2 Winkeldefinitionen des kinematischen Modells zur Bestimmung der Aufpralltiefe163 -- A.3 Dynamischer Lastverteilungsalgorithmus für den ITS-SPH-Code 164 -- A.4 Einfluss der Partikelgröße bei 3D-Simulationen mittels der SPSPH-Methode 169 -- A.5 Rechenaufwand für die Simulationsstudien zur ÖZI 170 -- A.6 Visualisierung der Simulationen zur Ölstrahl-Interaktion mit einzelnem Zahnrad 171 -- A.7 Korrelation der Betriebsparameter mit den Auswertemetriken bei der Simulationsstudie zur Ölstrahl-Interaktion mit einzelnem Zahnrad 182 -- Lebenslauf 183.…”

Tabla de Contenidos: “…In Practice: Building Community Engagement for Clinical Research Response -- 18.2. In Practice: Adapting Social Analytics for Research Response -- 19. …”

Tabla de Contenidos: “…Vers un développement durable -- Faire face aux principaux défis environnementaux -- Les ambitions climatiques ont progressé, mais ne sont pas suffisamment servies par les politiques sectorielles -- Les efforts d'adaptation au changement climatique sont encore peu avancés -- La pollution de l'air reste problématique en plusieurs endroits -- La biodiversité est mise sous pression par la construction de logements et d'infrastructures -- Les pressions sur les ressources en eau douce s'atténuent, mais la qualité de l'eau doit être améliorée -- Gouvernance et gestion de l'environnement -- Le champ d'application des évaluations environnementales présente des lacunes -- La réforme des autorisations environnementales est incomplète…”

Tabla de Contenidos: “…Scalable hierarchical floorplanning for fast physical prototyping of systems-on-chip / Renshen Wang, Nimish Shah. MAPLE : multilevel adaptive placement for mixed-size designs / Myung-Chul Kim, Natarajan Viswanathan, Charles J. …”

Tabla de Contenidos: “…4.5.3 Color Encoding in Digital Video4.6 FILM-TO-DIGITAL CONVERSION; 4.7 SUMMARY; REFERENCES; 5 Image Enhancement; 5.1 BACKGROUND; 5.2 POINT PROCESSING; 5.2.1 Logarithmic Transformation; 5.2.2 Contrast Stretching; 5.2.3 Histogram Modification; 5.2.3.1 Histogram Equalization; 5.2.3.2 Adaptive Histogram Modification; 5.3 NEIGHBORHOOD PROCESSING; 5.3.1 Simple Mask Operations; 5.3.2 Two-Dimensional Filters Satisfying Specified Frequency Responses; 5.3.3 Median Filtering; 5.4 COLOR IMAGE ENHANCEMENT; 5.5 SUMMARY; REFERENCES; 6 Discrete Transforms for Image Processing; 6.1 INTRODUCTION…”

Tabla de Contenidos: “…Concreteness -- Choose examples that are appropriate for the audience and subject -- Use focused, realistic, accurate, up-to-date examples -- Make examples easy to find -- Make code examples easy to adapt -- Use scenarios to illustrate tasks and to provide overviews -- Set the context for examples and scenarios -- Relate unfamiliar information to familiar information -- Use general language appropriately -- In sum -- Chapter 7. …”

Tabla de Contenidos: “…2 Understanding innovation in rural Switzerland -- Structure of rural areas in Switzerland -- Defining rural Switzerland -- Understanding economic activities and rural well-being in Switzerland -- Targeting programmes to SMEs in non-metropolitan regions -- Innovation in Switzerland -- Entrepreneurship rates are strong in Switzerland -- Product and process innovation in Switzerland -- Spending, jobs and firms in R&amp -- D -- Promoting equality and adapting to demographic change -- Productivity and regional inequalities in Switzerland -- Anticipating demographic change: Younger and older workers -- References -- Notes -- 3 National, regional and local policy framework conditions for rural innovation in Switzerland -- Switzerland's decentralised innovation system -- Institutional context -- Federal level -- Subnational level -- The NRP and its role in supporting rural innovation in Switzerland -- While the NRP is rural and peri-urban focused, the RIS can improve in delivering for all rural areas -- Shaping a future-proof vision for innovation that works for Swiss territories, including rural areas -- Broadening the concept of innovation -- Future-proofing the innovation agendas -- Future-proofing the innovation agendas: Focus on demography -- Future-proofing the innovation agendas: Focus on climate change -- Building a culture for experimentation -- Building more reactiveness and inclusiveness in monitoring and evaluation practices: Improving evidence on support for rural SMEs and entrepreneurs -- Increasing and simplifying access to services offered by the RIS through the digitalisation of public services and an online "one-stop-shop" for entrepreneurship support -- Promoting innovation through networks: Fostering rural-urban linkages -- Ensuring policy coherence for rural-urban linkages -- Fostering university-industry partnerships in rural regions…”