Tabla de Contenidos: “…6.4 AIC Criterion -- 6.5 MDL Criterion -- 6.6 Durbin-Levinson Algorithm -- 7 Identification of State Space Models -- 7.1 Introduction -- 7.2 Hankel Matrix -- 7.3 Order Determination -- 7.4 Determination of Matrices and -- 7.5 Determination of Matrix -- 7.6 Mid Summary: An Ideal Procedure -- 7.7 Order Determination with SVD -- 7.8 Reliable Identification of a State Space Model -- 8 Predictive Control -- 8.1 Introduction -- 8.2 Minimum Variance Control -- 8.3 Generalized Minimum Variance Control -- 8.4 Model‐Based Predictive Control -- 8.5 Data‐Driven Control Synthesis -- 9 Kalman Filtering and Prediction -- 9.1 Introduction -- 9.2 Kalman Approach to Prediction and Filtering Problems -- 9.3 The Bayes Estimation Problem -- 9.4 One‐step‐ahead Kalman Predictor -- 9.5 Multistep Optimal Predictor -- 9.6 Optimal Filter -- 9.7 Steady‐State Predictor -- 9.8 Innovation Representation -- 9.9 Innovation Representation Versus Canonical Representation -- 9.10 K‐Theory Versus K-W Theory -- 9.11 Extended Kalman Filter - EKF -- 9.12 The Robust Approach to Filtering -- 10 Parameter Identification in a Given Model -- 10.1 Introduction -- 10.2 Kalman Filter‐Based Approaches -- 10.3 Two‐Stage Method -- 11 Case Studies -- 11.1 Introduction -- 11.2 Kobe Earthquake Data Analysis -- 11.3 Estimation of a Sinusoid in Noise -- Appendix A: Linear Dynamical Systems -- A.1 State Space and Input-Output Models -- A.2 Lagrange Formula -- A.3 Stability -- A.4 Impulse Response -- A.5 Frequency Response -- A.6 Multiplicity of State Space Models -- A.7 Reachability and Observability -- A.8 System Decomposition -- A.9 Stabilizability and Detectability -- Appendix B: Matrices -- B.1 Basics -- B.2 Eigenvalues -- B.3 Determinant and Inverse -- B.4 Rank -- B.5 Annihilating Polynomial -- B.6 Algebraic and Geometric Multiplicity -- B.7 Range and Null Space -- B.8 Quadratic Forms…”

Tabla de Contenidos: “…Group Decision Making 4.1 Ranking 4.2 Scoring and Majority Judgment 4.3 Arrow's Impossibility Theorem Exercises References 5. …”

Tabla de Contenidos: “…-- Reader-driven narratives -- Gapminder -- The State of the Union address -- Mortality rate in the USA -- A few other example narratives -- Author-driven narratives -- Perception and presentation methods -- The Gestalt principles of perception -- Some best practices for visualization -- Comparison and ranking -- Correlation -- Distribution -- Location-specific or geodata -- Part-to-whole relationships -- Trends over time -- Visualization tools in Python -- Development tools -- Canopy from Enthought…”

Tabla de Contenidos: “…Image Segmentation -- Pretrained Support from PyTorch -- Semantic Segmentation -- Instance Segmentation -- Fine-Tuning the Model -- Summary -- Chapter 5: Image-Based Search and Recommendation System -- Problem Statement -- Approach and Methodology -- Implementation -- The Dataset -- Installing and Importing Libraries -- Importing and Understanding the Data -- Feature Engineering -- ResNet18 -- Calculating Similarity and Ranking -- Visualizing the Recommendations -- Taking Image Input from Users and Recommending Similar Products -- Summary -- Chapter 6: Pose Estimation -- Top-Down Approach -- Bottom-Up Approach -- OpenPose -- Branch-1 -- Branch-2 -- HRNet (High-Resolution Net) -- Higher HRNet -- PoseNet -- How Does PoseNet Work? …”

Tabla de Contenidos: “…Soft Skill Mastery + Producing Versus Merely Producing -- Part II Conquering the Battle of the Mind -- Chapter 5 Shifting Perspectives: Redefining Leadership Beyond Titles and Ranks -- Leadership Paradigm Shift -- The Downside of Chasing Titles -- Earning the Right -- Chapter 6 The Influence Factor: Projecting Influence Without Authority -- Don't Fall into the Trap -- Mastering Influence: An Art, Not a Role -- The Choice Is Yours -- Chapter 7 The Value of Continuous Self-Transformation -- The Truth Will Set You Free -- The Epicenter for Everything Else -- Deliberate and Intentional -- Floodgate of Possibilities -- Chapter 8 The Secret Formula: Inner-Work = Outer-Impact -- The Battle Within -- The Starting Point -- Prioritize and Invest Daily -- Part III Identifying the Core Components of Transformational Leadership -- Chapter 9 Defining Transformational Leadership: A Framework for Change -- The Core of Greatness -- The Framework for Transformational Leadership…”

Tabla de Contenidos:

Tabla de Contenidos: “…Science and the Endangered Species Act -- Copyright -- Preface -- Contents -- Executive Summary -- INTRODUCTION -- THE PRESENT STUDY -- EXTINCTIONS -- THE SPECIES CONCEPT -- HABITAT -- RECOVERY -- CONSERVATION CONFLICTS BETWEEN SPECIES -- ESTIMATING RISK -- MAKING ESA DECISIONS IN THE FACE OF UNCERTAINTY -- TIMING -- BEYOND THE ENDANGERED SPECIES ACT -- SCIENCE, POLICY, AND THE ESA -- 1 Introduction -- HISTORY -- THE PRESENT STUDY -- REFERENCES -- 2 Species Extinctions -- EXTINCTIONS OVER GEOLOGICAL TIME -- PREHISTORIC HUMAN IMPACT ON CONTINENTAL ECOSYSTEMS -- PREHISTORIC HUMAN IMPACT ON ISLAND ECOSYSTEMS -- RELATING THE PAST TO THE PRESENT -- Ecosystem Degradation and Restoration -- Rates of Extinction -- Habitat Loss -- Introduced Species -- CONCLUSIONS AND RECOMMENDATIONS -- REFERENCES -- 3 Species Definitions and the Endangered Species Act -- HISTORICAL USE OF THE TERM SPECIES IN IMPLEMENTATION OF THE ENDANGERED SPECIES ACT -- Introduction -- Zoological Interpretations of Species -- Botanical Interpretations of Species -- HISTORY OF SPECIES CONCEPTS BEFORE AND AFTER THE ENDANGERED SPECIES ACT -- Species Concepts -- Taxonomic Units Below the Rank of Species -- A CONCEPT OF SPECIES FOR THE PURPOSES OF THE ENDANGERED SPECIES ACT -- Introduction -- Evolutionary Units and Their Identification -- Species and Subspecies -- Distinct Population Segments -- Distinctiveness -- Genetic Isolation -- Geographic and Temporal Isolation -- Behavioral and Reproductive Isolation -- Examples of Circumscription of Evolutionary Units -- The Fate of Hybrids under the Evolutionary Unit Concept -- CONCLUSIONS AND RECOMMENDATIONS -- REFERENCES -- 4 The Role of Habitat Conservation and Recovery Planning -- THE IMPORTANCE OF HABITAT -- THE ROLE OF HABITAT CONSERVATION UNDER THE ESA -- CRITICAL HABITAT AND FEDERAL ACTIVITIES -- Survival Habitat…”

Tabla de Contenidos: “…-- The Three-Layer GenAI Application Stack -- The Infrastructure Layer -- The Model Layer -- The Application Layer -- Paths to Productionizing GenAI Applications -- Sample LLM-Powered Chat Application -- The Importance of Cost Optimization -- Cost Assessment of the Model Inference Component -- Cost Assessment of the Vector Database Component -- Benchmarking Setup and Results -- Other Factors to Consider -- Cost Assessment of the Large Language Model Component -- Summary -- Chapter 2 Tuning Techniques for Cost Optimization -- Fine-Tuning and Customizability -- Basic Scaling Laws You Should Know -- Parameter-Efficient Fine-Tuning Methods -- Adapters Under the Hood -- Prompt Tuning -- Prefix Tuning -- P-tuning -- IA3 -- Low-Rank Adaptation -- Cost and Performance Implications of PEFT Methods -- Summary -- Chapter 3 Inference Techniques for Cost Optimization -- Introduction to Inference Techniques -- Prompt Engineering -- Impact of Prompt Engineering on Cost -- Estimating Costs for Other Models -- Clear and Direct Prompts -- Adding Qualifying Words for Brief Responses -- Breaking Down the Request -- Example of Using Claude for PII Removal -- Conclusion -- Providing Context…”

Tabla de Contenidos: “…A Study of Soft Power Rankings: Concepts, Method(ology), and Evaluation<BR><EM>Chenjun Wang</EM></P><P><BR><STRONG>PART II Contemporary Issues</STRONG></P><P>14. …”

Tabla de Contenidos: “…Chapter 6 Inferences Concerning Means and Proportions -- 6.1 Introduction -- 6.2 Statistical Hypotheses -- 6.3 Tests of Hypotheses and ­Significance -- 6.4 Type I and Type II Errors -- 6.5 Levels of Significance -- 6.6 Statistical Test of Hypothesis Procedure -- 6.7 Reasoning of Statistical Test of Hypothesis -- 6.8 Inference Concerning Two Means -- Exercises -- Fill in the Blanks -- Chapter 7 Tests of Significance -- 7.1 Introduction -- 7.2 Test for One Mean (Small Sample) -- 7.3 Test for Two Means -- 7.4 Test of Hypothesis -- 7.5 Analysis of r × c Tables (Contingency Tables) -- 7.6 Goodness-of-Fit Test: χ2 ­Distribution -- 7.7 Estimation of Proportions -- Exercises -- Fill in the Blanks -- Chapter 8 Curve Fitting: Regression and Correlation Analysis -- 8.1 Introduction -- 8.2 Linear Regression -- 8.3 Regression Analysis -- 8.4 Inferences Based on Least Squares Estimation -- 8.5 Multiple Regression -- 8.6 Correlation Analysis -- 8.7 Least Squares Line in Terms of Sample Variances and Covariance -- 8.8 Standard Error of Estimate -- 8.9 Spearman's Rank Correlation -- 8.10 Correlation for Bivariate Frequency Distribution -- Exercises -- Fill in the Blanks -- Chapter 9 Analysis of Variance -- 9.1 Analysis of Variance (ANOVA) -- 9.2 What is ANOVA? …”

Tabla de Contenidos: “…Quantitative Untersuchung zur Nutzungsweise von Online-Berichtsheften in der beruflichen Ausbildung Daniel Otto Die Förderung von Open Educational Resources (OER) in der Hochschule Eine Expertenbefragung von Lehrenden zu institutionellen Maßnahmen und der Gestaltung von Repositorien Michael Raunig Lernmedium Chatbot Jeelka Reinhardt und Sina Menzel Kamera ein oder aus? …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Contents -- Preface -- Part One - Matrices -- Chapter 1 Basic properties of vectors and matrices -- 1 Introduction -- 2 Sets -- 3 Matrices: addition and multiplication -- 4 The transpose of a matrix -- 5 Square matrices -- 6 Linear forms and quadratic forms -- 7 The rank of a matrix -- 8 The inverse -- 9 The determinant -- 10 The trace -- 11 Partitioned matrices -- 12 Complex matrices -- 13 Eigenvalues and eigenvectors -- 14 Schur's decomposition theorem -- 15 The Jordan decomposition -- 16 The singular-value decomposition -- 17 Further results concerning eigenvalues -- 18 Positive (semi)definite matrices -- 19 Three further results for positive definite matrices -- 20 A useful result -- 21 Symmetric matrix functions -- Miscellaneous exercises -- Bibliographical notes -- Chapter 2 Kronecker products, vec operator, and Moore-Penrose inverse -- 1 Introduction -- 2 The Kronecker product -- 3 Eigenvalues of a Kronecker product -- 4 The vec operator -- 5 The Moore-Penrose (MP) inverse -- 6 Existence and uniqueness of the MP inverse -- 7 Some properties of the MP inverse -- 8 Further properties -- 9 The solution of linear equation systems -- Miscellaneous exercises -- Bibliographical notes -- Chapter 3 Miscellaneous matrix results -- 1 Introduction -- 2 The adjoint matrix -- 3 Proof of Theorem 3.1 -- 4 Bordered determinants -- 5 The matrix equation AX = 0 -- 6 The Hadamard product -- 7 The commutation matrix Kmn -- 8 The duplication matrix Dn -- 9 Relationship between Dn+1 and Dn, I -- 10 Relationship between Dn+1 and Dn, II -- 11 Conditions for a quadratic form to be positive (negative) subject to linear constraints -- 12 Necessary and sufficient conditions for r(A : B) = r(A) + r(B) -- 13 The bordered Gramian matrix -- 14 The equations X1A + X2B′ = G1,X1B = G2 -- Miscellaneous exercises -- Bibliographical notes…”

Tabla de Contenidos: “…Using the YEAR, MONTH, DAY, and DATEPART Functions -- Date Logic -- Using the DATETRUNC and DATEADD Functions -- Using the DATEDIFF and TODAY Functions -- Type Conversion -- Data Types -- Using the STR and MAKEDATE Functions -- Boolean Calculated Fields -- Boolean Functions -- Using the IN Function -- IF Logic -- Using the IIF Function and Creating an IF Statement -- CASE Statements -- Writing a CASE Statement -- Table Calculations -- Building a Table Calculation -- Moving Calculations -- Percent of Total -- Running Sum -- Difference and Percent of Difference -- Percentile -- Custom Table Calculations -- INDEX -- Rank -- First-and Last -- Summary -- Exam Readiness Drill - Chapter Review Questions -- Chapter 4: Grouping and Filtering -- Introduction -- Data Grouping -- Sets -- Creating a Fixed Set and Filtering Data -- Creating a Top N Set -- Creating a Conditional Set -- Combining Sets for Advanced Analysis -- Groups -- Creating a Group from Data Points in a View -- Editing the Group -- Hierarchies -- Creating a Product Hierarchy -- Using a Hierarchy in a View -- Bins -- Creating a Sales Bin and Counting the Customers in Each -- Filtering -- Types of Filters -- Filtering Directly from the View -- Filter Configuration -- Creating a Wildcard Filter -- Creating a Conditional Filter -- Creating a Top N Filter -- Creating a Date Filter -- Creating a Table Calculation Filter -- Applying Filters to Single or Multiple Sheets -- Applying a Filter to Multiple Worksheets -- Filtering and the Order of Operations -- Creating a Data Source Filter -- Context Filtering Exercise -- Parameters -- Parameter Creation -- Creating a String Parameter from an Existing Field -- Creating an Integer Parameter -- Creating a Date Parameter -- Parameters in Calculated Fields -- Using a Parameter in a Calculated Field -- Filtering with Parameters -- Filtering with a Parameter…”

Tabla de Contenidos: “…Cover -- Preface -- Contents -- Proof Methods and Induction -- Formal Proofs -- Proofs and the Real World -- Propositional Reasoning Examples -- Direct Proof -- Proof by Contradiction -- Proof by Contradiction -- Structured Proofs and Paragraph Proofs -- Counter Examples -- Proofs -- False Proofs -- Some Actual Proofs -- Inductive Proofs -- More Simple Induction -- Divisibility -- A String Example -- Fibonacci Numbers -- Tiling Problem -- Geometry -- Double Induction -- Strong Induction -- Blocks and Towers -- Fibonacci Examples -- Prime Factorization -- Tournaments -- Cycles -- Locally Fair Rankings -- Locally Fair Rankings and Number of Wins -- Induction, Strong Induction, and Well-ordering -- Induction vs Strong Induction -- Well-ordering -- Structural Induction -- Some Recursive Definitions for Data Types -- Inductive Proofs Based on Recursive Data Type Definitions -- Recursively-defined Functions on Recursively-defined Data Types -- Induction and Recursive Algorithms -- RSA Public Key Cryptosystem -- Fast Exponentiation -- Greatest Common Divisor -- Chapter 1: Symbolic Logic -- 1.1 Introduction to Logic -- 1.2 Boolean Expressions -- 1.3 Construction of Boolean Expressions -- 1.4 Meaning of Boolean Expressions -- 1.4.1 Conjunctions -- 1.4.2 Disjunctions -- 1.4.3 Negations -- 1.5 Construction of Truth Tables -- 1.5.1 Back to Derivations -- 1.5.2 Valuations and Truth Tables -- 1.5.3 How Many Rows -- 1.5.4 Making Truth Tables -- 1.5.5 Truth Tables -- 1.6 Logical Equivalence -- 1.7 DeMorgan's Law -- 1.7.1 Why Use DeMorgan's Law -- 1.7.2 Pushing Negations Inward -- 1.8 Why Use Logical Equivalences -- 1.9 Tautologies and Contradictions -- 1.10 Implication and Biconditionals -- 1.10.1 Mental Imagery: Cause and Effect -- 1.10.2 Relation of Biconditionals to Logical Equivalence -- 1.10.3 Relation of Implication Biconditional…”

Tabla de Contenidos: “…4.2.2.8 Decision Making -- 4.2.2.9 Consumer Nation Identity (CNI) -- 4.2.2.10 Quality of Service -- 4.3 Conclusion -- 4.4 Further Studies -- References -- Chapter 5 A Method for Ranking Fuzzy Numbers Based on Their Value, Ambiguity, Fuzziness, and Vagueness -- 5.1 Introduction -- 5.2 Preliminaries -- 5.2.1 Definitions and Concepts -- 5.3 The Designed Method -- 5.4 Validate the Reasonableness of the Suggested Ranking Algorithm -- 5.5 Comparative Analysis and Numerical Examples -- 5.6 Application -- 5.7 Conclusions -- References -- Chapter 6 Evacuation of Attributes to Translucent TNSET in Mathematics Using Rough Topology -- 6.1 Introduction -- 6.2 Basic Concepts of Rough Topology -- 6.2.1 Conditional Attribute -- 6.2.2 Decision Attribute -- 6.2.3 Rough Topology -- 6.2.4 Lower Approximation -- 6.2.5 Upper Approximation -- 6.2.6 Boundary Region -- 6.2.7 Basis -- 6.2.8 Information System -- 6.2.9 Core -- 6.3 Algorithm -- 6.4 Information System -- 6.5 Working Procedure -- 6.6 Conclusion -- References -- Chapter 7 Design of Type-2 Fuzzy Controller for Hybrid Multi-Area Power System -- 7.1 Introduction -- 7.2 Plant Model -- 7.3 Controller Design -- 7.3.1 Proportional Integral Derivative (PID) Controller -- 7.3.2 Fractional Order Proportional Integral Derivative (FOPID) Controller -- 7.3.3 Type-2-Fuzzy Logic -- 7.4 Levenberg-Marquardt Algorithm -- 7.5 Optimization of Controller Parameters Using CASO Algorithm -- 7.6 Result and Analysis -- 7.6.1 Without Disturbances -- 7.6.2 With Disturbances -- 7.7 Conclusion -- Appendix -- References -- Chapter 8 Alzheimer's Detection and Classification Using Fine-Tuned Convolutional Neural Network -- 8.1 Introduction -- 8.2 Literature Review -- 8.3 Methodology -- 8.3.1 Dataset -- 8.3.2 Pre-Processing -- 8.4 Implementation and Results -- 8.5 Conclusion -- References…”

Tabla de Contenidos: “…. -- 5 -- Return school -- To reach out to young people prone to early school leaving, projecting open spaces with a FLOS habitat for them, which can stimulate their curiosity and spirit of believing in themselves. -- 6 -- Lifestyle rank -- To increase in the museum communities the need of a plain cultural existence and growth in lifestyle ranking. -- 7 -- Deep study -- To explore deeply with the communities the collections. -- 8 -- Museum Economy -- To enrich the museum economy with new editorial products, open-access, online catalogues, linked open-data for projecting new web services for the online communities. -- 9 -- Research -- To let to the citizens, investigate the daily fundamental role of the researchers and rise the appreciation on the great developments of science. -- 10 -- Challenges -- To educate communities in solidarity, equality, environmental importance, and green habits (as reuse, recycling and self-made skills)…”

Tabla de Contenidos: “…Jahrhundert bei Jacobi und Goethe -- Bei den Philosophen des Deutschen Idealismus : Hegel : Schelling : Schlegel -- in Politik, Staat und Kirche : Görres : Ranke : Deutinger : Stumpf : Gioberti -- Bei A. von Humboldt -- Im 19. und 20. …”
Plan general de la obra

Tabla de Contenidos: “…Intro -- Introducción -- Psicoterapias humanistas: principios básicos -- Victoria Fernández-Puig y Jordi Segura Bernal -- Principios teóricos de las psicoterapias humanistas -- Concepción del ser humano -- Concepción de salud -- Comprensión de las dificultades para el desarrollo de la salud -- Enfoque psicoterapéutico -- Relación psicoterapéutica humanista -- Enfoque en la experiencia subjetiva en el aquí y ahora -- Propuesta de experimento -- Mirada actual -- Aportaciones de las neurociencias -- Presencia actual de las psicoterapias humanistas -- Referencias bibliográficas -- Antecedentes de la psicología humanista -- Jordi Segura Bernal y Victoria Fernández-Puig -- Contexto sociohistórico -- Influencias filosóficas -- Filosofía fenomenológico-existencial -- Filosofía de Buber -- Fenomenología psicológica -- Ontología de Heidegger -- Escuela filosófica del personalismo -- Influencias psicológicas -- Psicología de la Gestalt -- Psicología existencialista -- Teoría del organismo de Goldstein -- Psicoanálisis de Rank y neofreudiano -- Referencias bibliográficas -- Psicoterapia centrada en la persona -- Eulalia Gil Ojeda y Josep Maria Herrera Jofre -- Introducción. …”

Tabla de Contenidos: “…-- The Changing Role of Supervisors -- Guidance and Direction -- Accountability or Control? -- Rating and Ranking As a Source of Guidance and Direction -- One-Size-Fits-All Approaches to Guidance and Direction…”

Tabla de Contenidos: “…-- 1.4.3 The pros and cons of creating labels by evaluating machine learning predictions -- 1.4.4 Basic principles for designing annotation interfaces -- 1.5 Machine-learning-assisted humans vs. human-assisted machine learning -- 1.6 Transfer learning to kick-start your models -- 1.6.1 Transfer learning in computer vision -- 1.6.2 Transfer learning in NLP -- 1.7 What to expect in this text -- Summary -- 2 Getting started with human-in-the-loop machine learning -- 2.1 Beyond hacktive learning: Your first active learning algorithm -- 2.2 The architecture of your first system -- 2.3 Interpreting model predictions and data to support active learning -- 2.3.1 Confidence ranking -- 2.3.2 Identifying outliers…”