“…Chapters in the first part of the book cover all the essential speech processing techniques for building robust, automatic speech recognition systems: the representation for speech signals and the methods for speech-features extraction, acoustic and language modeling, efficient algorithms for searching the hypothesis space, and multimodal approaches to speech recognition. …”

“…As maize is used both as silage and as crop residue and the grains of maize are usually used for food, starch and oil extraction industrially, the demand for maize is rising day by day. …”

“…The objective of obstetrics is to deal with diagnosis and treatment of pregnancy, antenatal care, and prevention of complication, collaborating with midwives to monitor pregnant women in labor, facilitating delivery and performing assisted procedures if needed as episiotomy, forceps delivery, vacuum extraction, and Cesarean section if indicated…”

“…They are promising candidates for applications in biomedicine, pharmaceuticals, electronics, barrier films, nanocomposites, membranes, and supercapacitors. New resources, extraction procedures, and treatments are currently under development to satisfy increasing demands for cost-effective and sustainable methods of manufacturing new types of cellulose nanoparticle-based materials on an industrial scale. …”

Tabla de Contenidos: “…Vectors, matrices, and arrays -- Loading data -- Data wrangling -- Handling numerical data -- Handling categorical data -- Handling text -- Handling dates and times -- Handling images -- Dimensionalit reduction using feature extraction -- Dimensionality reduction using feature selection -- Model evaluation -- Model selection -- Linear regression -- Trees and forests -- K-nearest neighbors -- Logistic regression -- Support vector machines -- Naive bayes -- Clustering -- Neural networks -- Saving and loading trained models…”

Tabla de Contenidos: “…Conditional Statements in Requirements Artifacts: Logical Interpretation, Use Cases for Automated Software Engineering, and Fine-Grained Extraction -- 3. From Design to Reality: An Overview of the MontiThings Ecosystem for Model-Driven IoT Applications -- 4. …”

Tabla de Contenidos: “…12.3.2 Feedback Linearization -- 12.3.3 Pre-Distortion Linearization -- 12.4 Example of Analog Pre-Distortion-Based Class EFJ Power Amplifier -- Conclusion and Future Scope -- References -- Chapter 13 Design of Control Circuit for Mitigation of Shadow Effect in Solar Photovoltaic System -- 13.1 Introduction -- 13.2 Proposed Methodology -- 13.3 Results and Discussion -- 13.4 Conclusion -- Acknowledgement -- References -- Part IV: RF Circuit Modeling -- Chapter 14 HBT High-Frequency Modeling and Integrated Parameter Extraction -- 14.1 HBT High-Frequency Modeling and Integrated Parameter Extraction -- 14.2 High-Frequency HBT Modeling -- 14.2.1 DC and Small Signal Models -- 14.2.2 Linearized T-Model -- 14.2.3 Linearized Hybrid ð model -- 14.3 Integrated Parameters Extraction -- 14.3.1 Formulation of Integrated Parameter Extraction -- 14.3.2 Optimization of Model -- 14.4 Noise Model Validation -- 14.5 Parameters Extraction of an HBT Model -- Acknowledgement -- References -- Chapter 15 Non-Linear Microwave Circuit Design Using Multi-Harmonic Load-Pull Simulation Technique -- 15.1 Introduction -- 15.2 Multi-Harmonic Load-Pull Simulation Using Harmonic Balance -- 15.2.1 Formulation of Multi-Harmonic Load-Pull Simulation -- 15.2.2 Systematic Design Procedure -- 15.3 Application of Multiharmonic Load-Pull Simulation -- 15.3.1 Narrowband Power Amplifier Design -- 15.3.2 Frequency Doubler Design -- References -- Chapter 16 Microwave RF Designing Concepts and Technology -- 16.1 Introduction -- 16.1.1 Gain -- 16.1.2 Noise -- 16.1.3 Non Linearity -- 16.1.4 Sensitivity -- 16.2 Microwave RF Device Technology and Characterization -- 16.2.1 Characterization and Modeling -- 16.2.2 Modeling -- 16.2.3 Cut-Off Frequency -- 16.2.4 Maximum Oscillation Frequency -- 16.2.5 Input Limited Frequency -- 16.2.6 Output Limited Frequency -- 16.2.7 Maximum Available Frequency…”

Tabla de Contenidos: “…SQL ServerOracle; Search for a String Across Columns; Solve Anagrams; A quadratic hash function; An exponential hash function; Sort Your Email; Oracle: extract the domain name; Extract the Top-Level Domain; SQL Server: extract the top-level domain; Oracle: extract the top-level domain; PostgreSQL: extract the top-level domain; Hacking the Hack; Oracle: calculated index; PostgreSQL: calculated index; 4. …”

Tabla de Contenidos: “…-- Formal definition -- Shallow and deep learning -- ML techniques -- Supervised learning -- Classification -- Regression -- Unsupervised learning -- Clustering -- Dimensionality reduction -- Association rule mining -- Anomaly detection -- CRISP-DM -- Business understanding -- Data understanding -- Data preparation -- Modeling -- Evaluation -- Deployment -- Standard ML workflow -- Data retrieval -- Data preparation -- Exploratory data analysis -- Data processing and wrangling -- Feature engineering and extraction -- Feature scaling and selection -- Modeling -- Model evaluation and tuning -- Model evaluation -- Bias variance trade-off -- Bias -- Variance -- Trade-off -- Underfitting -- Overfitting -- Generalization -- Model tuning -- Deployment and monitoring -- Exploratory data analysis -- Feature extraction and engineering -- Feature engineering strategies -- Working with numerical data -- Working with categorical data -- Working with image data -- Deep learning based automated feature extraction -- Working with text data -- Text preprocessing -- Feature engineering -- Feature selection -- Summary -- Chapter 2: Deep Learning Essentials -- What is deep learning? …”

Tabla de Contenidos: “…Foreword; Table of Contents; Note by the Editor; Trends and Recent Developments in Foreign Direct Investment; Foreign Investment in China's Regional Development: Prospects and Policy Challenges; Multinational Enterprises and the Quality of Public Governance: A Case Study of Extractive Industries; Successful Capital Movements Liberalisation: A Question of Governance - Recent OECD Experience; The Economics of International Investment Incentives; Tribune. …”

Tabla de Contenidos: “…Introducing the Kimball lifecycle -- Launching and managing the project/program -- Collecting the requirements -- Introducing the technical architecture -- Creating the architecture plan and selecting products -- Introducing dimensional modeling -- Designing the dimensional model -- Designing the physical database and planning for performance -- Introducing extract, transformation, and load -- Designing and developing the ETL system -- Introducing business intelligence applications -- Designing and developing business intelligence applications -- Deploying and supporting the DW/BI system -- Expanding the DW/BI system…”

Tabla de Contenidos: “…Front Cover; Contents; Preface; About the Authors; Chapter 1 - Introduction to Bioinformatics; Chapter 2 - Biological Databases and Integration; Chapter 3 - Knowledge Discovery in Databases; Chapter 4 - Feature Selection and Extraction Strategies in Data Mining; Chapter 5 - Feature Interpretation for Biological Learning; Chapter 6 - Clustering Techniques in Bioinformatics; Chapter 7 - Advanced Clustering Techniques; Chapter 8 - Classification Techniques in Bioinformatics; Chapter 9 - Validation and Benchmarking; Back Cover…”

Tabla de Contenidos: “…Introduction to machine learning -- Preparing your data: introduction -- Preparing your data: missing and unstructured data -- Preparing your data: extract features -- Discovery: selecting an algorithm -- Decision trees: introduction -- Decision trees: improving the model -- Decision trees: ensemble and forests -- Neural networks: introduction and model architecture -- Neural networks: optimizing the model and learning -- Support vector machines -- Model assessments and deployment -- Additional model manager tools and open-source code…”

Tabla de Contenidos: “…Aspect sentiment classification; 6. Aspect and entity extraction; 7. Sentiment lexicon generation; 8. Analysis of comparative opinions; 9. …”

Tabla de Contenidos: “…Chapter 2 Agent Modeling of Terrorist Organization Behavior2.1 Modeling Organizational Behavior; 2.2 Action Extraction from the Web; 2.2.1 Action Data Collection; 2.2.2 Raw Action Extraction; 2.2.3 Action Elimination; 2.2.4 Action Refinement; 2.3 Extracting Causal Knowledge from the Web; 2.4 Construction of Action Hierarchy; 2.5 Designing Causal Scenarios; 2.6 Case Study on Terrorist Organization; 2.7 Conclusion; References; Chapter 3 Security Story Generation for Computational Experiments; 3.1 Story Generation Systems; 3.2 System Workflow and Narrative Structure…”

Tabla de Contenidos: “…Legitimacy, violence and extraction in the practice of building states --2. Patterns and practices of everyday resistance: a view from below --3. …”

Tabla de Contenidos: “…-- 2 Prayer and Other Lyrics -- 3 Twenty Years of Boredom -- 4 There was Silence in Heaven about the Space of Half an Hour -- 5 Extract from Satin Island (2015) -- 6 Creative boredom and Thomas Demand -- 7 Professionally Boring: The Psychoanalyst's Tragedy -- 8 Warhol's Indifference -- 9 Yawns of Boredom -- 10 The Long and the Short of it: Boredom after the End of the Great Boredom…”

Tabla de Contenidos: “…From signal processing to machine learning -- Introduction to digital signal processing -- Signal processing models -- Kernel functions and reproducing kernel hilbert spaces -- A SVM signal estimation framework -- Reproducing kernel hilbert space models for signal processing -- Dual signal models for signal processing -- Advances in kernel regression and function approximation -- Adaptive kernel learning for signal processing -- SVM and kernel classification algorithms -- Clustering and anomaly detection with kernels -- Kernel feature extraction in signal processing…”

Tabla de Contenidos: “…Character Sets and Character Classes -- 7. Substring Extraction from Regular Expressions -- 8. Lookahead and Lookbehind -- 9. …”

Tabla de Contenidos: “…The need for strategic planning for project management -- The need to plan for project management maturity -- Customizing the PMMM -- An introduction to the project management maturity model (PMMM) -- Level 1: common language -- Level 2: common processes -- Level 3: singular methodology -- Level 4: benchmarking -- Level 5: continuous improvement -- Sustainable competitive advantage -- Advanced project management maturity assessments -- How to conduct a project management maturity assessment -- Using the PMMM to extract best practices -- Case studies…”