Tabla de Contenidos: “…10.4.3 RDF Knowledge Graphs -- 10.4.4 Information Retrieval Using SPARQL -- 10.5 Knowledge Base for CDSS -- 10.5.1 Curation of Knowledge Base for CDSS -- 10.5.2 Proposed Model for Curation -- 10.5.3 Evaluation Methodology -- 10.6 Discussion for Further Research and Development -- 10.7 Conclusion -- References -- 11 Medical Data Supervised Learning Ontologies for Accurate Data Analysis -- 11.1 Introduction -- 11.2 Ontology of Biomedicine -- 11.2.1 Ontology Resource Open Sharing -- 11.3 Supervised Learning -- 11.4 AQ21 Rule in Machine Learning -- 11.5 Unified Medical Systems -- 11.5.1 Note of Relevance to Bioinformatic Experts -- 11.5.2 Terminological Incorporation Principles -- 11.5.3 Cross-References External -- 11.5.4 UMLS Data Access -- 11.6 Performance Analysis -- 11.7 Conclusion -- References -- 12 Rare Disease Diagnosis as Information Retrieval Task -- 12.1 Introduction -- 12.2 Definition -- 12.3 Characteristics of Rare Diseases (RDs) -- 12.4 Types of Rare Diseases -- 12.4.1 Genetic Causes -- 12.4.2 Non-Genetic Causes -- 12.4.3 Pathogenic Causes (Infectious Agents) -- 12.4.4 Toxic Agents -- 12.4.5 Other Causes -- 12.5 A Brief Classification -- 12.6 Rare Disease Databases and Online Resources -- 12.6.1 European Reference Network: ERN -- 12.6.2 Genetic and Rare Diseases Information Center: GARD -- 12.6.3 International Classification of Diseases, 10th Revision: ICD-10 -- 12.6.4 Orphanet-INSERM (Institut National de la Santé et de la Recherche Médicale) -- 12.6.5 Medical Dictionary for Regulatory Activities: MedDRA -- 12.6.6 Medical Subject Headings: MeSH -- 12.6.7 Online Mendelian Inheritance in Man: OMIM -- 12.6.8 Orphanet Rare Disease Ontology: ORDO -- 12.6.9 UMLS: Unified Medical Language System -- 12.6.10 SNOMED-CT: Systematized Nomenclature of Human and Veterinary Medicine-Clinical Terms…”

“…Introductory textbook in the important area of network security for undergraduate and graduate students Comprehensively covers fundamental concepts with newer topics such as electronic cash, bit-coin, P2P, SHA-3, E-voting, and Zigbee security Fully updated to reflect new developments in network security Introduces a chapter on Cloud security, a very popular and essential topic Uses everyday examples that most computer users experience to illustrate important principles and mechanisms Features a companion website with Powerpoint slides for lectures and solution manuals to selected exercise problems, available at http://www.cs.uml.edu/~wang/NetSec…”

Tabla de Contenidos: “…-- When to use Design Patterns -- Common pitfalls -- About the example projects -- Client code -- Old vs new input system -- Art assets -- Summary -- Further reading -- Chapter 2: Managing Access with the Singleton Pattern -- Technical requirements -- Breaking down the pattern -- UML diagramming -- Pros and cons -- Updating a MonoBehavior into a persistent Singleton -- Persisting the Singleton between scenes -- Testing for duplicate managers -- Creating a generic Singleton -- Adding thread safety to the generic Singleton -- Thread locking during lazy instantiation -- Creating Singletons as ScriptableObjects -- Summary -- Further reading -- Chapter 3: Spawning Enemies with the Prototype Pattern -- Technical requirements -- Breaking down the Prototype pattern -- Diagraming the pattern -- Pros and cons -- Implementing shallow and deep object copying -- Adding a prototype interface -- Making shallow object copies -- Making deep object copies -- Adding a prototype factory -- Cloning prefabs -- Creating a generic prototype Component -- Summary -- Further reading -- Chapter 4: Creating Items with the Factory Method Pattern -- Technical requirements -- Breaking down the Factory Method pattern -- Diagramming the pattern -- Pros and cons -- Declaring our inventory products -- Adding a product interface -- Creating concrete products -- Working with different factory class variations -- Adding an abstract factory class -- Building a concrete factory -- Creating a concrete factory class -- Building a parameterized factory…”

Tabla de Contenidos: “…Applikationsdienste -- Infrastrukturdienste -- Orchestrierungs-Engine -- Nachrichtenfluss -- Wiederverwendbarkeit und Kopplung -- Bewertung der architektonische Eigenschaften -- Kapitel 17: Microservices-Architekturstil -- Geschichte -- Topologie -- Verteilt -- Bounded Context -- Granularität -- Datenisolation -- API-Schicht -- Betriebliche Wiederverwendung (Operational Reuse) -- Frontends -- Kommunikation -- Choreografie und Orchestrierung -- Transaktionen und Sagas -- Bewertung der architektonischen Eigenschaften -- Weiterführende Referenzen -- Kapitel 18: Den richtigen Architekturstil auswählen -- Architekturstile als »Modeerscheinungen« -- Entscheidungskriterien -- Monolith-Fallstudie: Silicon Sandwiches -- Modularer Monolith -- Microkernel -- Verteilte Architektur, Fallstudie: Going, Going, Gone -- Teil III: Techniken und Soft Skills -- Kapitel 19: Architekturentscheidungen -- Antipatterns für Architekturentscheidungen -- Antipattern: Covering your Assets -- Antipattern: Groundhog Day -- Antipattern: Email-Driven Architecture -- Architektonisch wichtig -- Architecture Decision Records (ADR) -- Grundstruktur -- ADRs speichern -- ADRs als Dokumentation -- ADRs für Standards verwenden -- Beispiel -- Kapitel 20: Architektonische Risiken analysieren -- Matrix zur Risikobewertung -- Risikobewertung -- Risk Storming -- Identifizierung -- Konsens -- Risikoanalyse von Agile Stories -- Risk-Storming-Beispiele -- Verfügbarkeit -- Elastizität -- Sicherheit -- Kapitel 21: Architektur in Diagrammen und Präsentationen visualisieren -- Diagramme -- Werkzeuge -- Standards für Diagramme: UML, C4 und ArchiMate -- Richtlinien für die Erstellung von Diagrammen -- Präsentieren -- Zeit manipulieren -- Inkrementeller Aufbau -- Infodecks im Vergleich mit Präsentationen -- Folien sind nur die Hälfte des Vortrags -- Unsichtbarkeit -- Kapitel 22: Effektive Teams schaffen…”

Tabla de Contenidos: “…-- 1.1.3 Applications of OCR -- 1.2 Literature Review -- 1.3 Development Areas -- 1.3.1 React JavaScript (JS) -- 1.3.2 Flask -- 1.4 Existing System -- 1.5 Enhancing Text Extraction Using OCR Tesseract -- 1.6 Unified Modeling Language (UML) Diagram -- 1.6.1 Use Case Diagram -- 1.6.2 Model Architecture -- 1.6.3 Pseudocode -- 1.7 System Requirements -- 1.7.1 Software Requirements -- 1.7.2 Hardware Requirements -- 1.8 Testing -- 1.9 Result -- 1.10 Future Scope -- 1.11 Conclusion -- References -- Chapter 2 Chili Leaf Classification Using Deep Learning Techniques -- 2.1 Introduction -- 2.2 Objectives -- 2.3 Literature Survey -- 2.4 About the Dataset -- 2.5 Methodology -- 2.6 Result -- 2.7 Conclusion and Future Work -- References -- Chapter 3 Fruit Leaf Classification Using Transfer Learning Techniques -- 3.1 Introduction -- 3.2 Literature Review -- 3.3 Methodology -- 3.3.1 Image Preprocessing -- 3.3.2 Data Augmentation -- 3.3.3 Deep Learning Models -- 3.3.4 Accuracy Chart -- 3.3.5 Accuracy and Loss Graph -- 3.4 Conclusion and Future Work -- References -- Chapter 4 Classification of University of California (UC), Merced Land-Use Dataset Remote Sensing Images Using Pre-Trained Deep Learning Models -- 4.1 Introduction -- 4.2 Motivation and Contribution -- 4.2.1 Related Work -- 4.3 Methodology -- 4.3.1 Pre-Trained Models -- 4.3.2 Dataset -- 4.3.3 Training Processes -- 4.4 Experiments and Results -- 4.4.1 VGG Family -- 4.4.2 ResNet Family -- 4.4.2.1 ResNet101 -- 4.4.2.2 ResNet152 -- 4.4.3 MobileNet Family -- 4.4.4 Inception Family -- 4.4.5 Xception Family -- 4.4.6 DenseNet Family -- 4.4.7 NasNet Family -- 4.4.8 EfficientNet Family -- 4.4.9 ResNet Version 2.…”

Tabla de Contenidos: “…Flash Memory -- 6.13.1 Uses of FRAM Devices -- 6.14 Conclusion and Upcoming Trends -- References -- Chapter 7 Applications of AI/ML Algorithms in VLSI Design and Technology -- 7.1 Introduction -- 7.2 Artificial Intelligence and Machine Learning -- 7.3 AI/ML Algorithms -- 7.4 Supervised Machine Learning (SML) -- 7.5 Classification Techniques -- 7.6 K-Nearest Neighbors (KNN) -- 7.7 Support Vector Machine (SVM) -- 7.8 Linearly Separable Classification -- 7.9 Decision Tree Classifier (DTC) -- 7.10 Performance Measures in Classification -- 7.11 Unsupervised Machine Learning (UML) -- 7.12 Hierarchical Clustering -- 7.13 Partitional Clustering -- 7.14 K-Means -- 7.15 Fuzzy (soft) Clustering -- 7.16 Cluster Validation Measures -- 7.17 Internal Clustering Validation Measures -- 7.18 External Clustering Validation Criteria -- 7.19 Limitation and Challenges - VLSI -- References -- Chapter 8 Advancement of Neuromorphic Computing Systems with Memristors -- 8.1 Introduction -- 8.1.1 Evolution in Neural Networks -- 8.1.2 Study Plan and Difficulties in Exhibiting Effective Neuromorphic Computing Systems -- 8.1.3 Hardware for Neuromorphic Systems -- 8.1.4 Device-Level Perspective -- 8.1.5 Electrical Circuits to Realize Neurons -- 8.1.6 Broad Applications of Neuromorphic Computing -- 8.2 Summary -- References -- Chapter 9 Neuromorphic Computing and Its Application -- 9.1 Introduction -- 9.2 Evolution of Neuroinspired Computing Chips -- 9.3 Science Behind Brain Physics -- 9.4 Limitations of Semiconductor Devices -- 9.5 Various Combination of Networks -- 9.5.1 ANN-SNN Hybrid -- 9.5.2 Convolutional Neural Network (CNN)-Recurrent Neural Network (RNN) Hybrid -- 9.5.3 Deep Reinforcement Learning (DRL) Hybrid -- 9.5.4 Ensemble Hybrid -- 9.5.5 Different Types of Neural Networks -- 9.6 Artificial Intelligence…”

“…Object-oriented features with UML and their seamless integration with OOP languages, C++ and Java are covered in detail, and a separate chapter is devoted to analysis and design. …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Credits -- About the Authors -- About the Reviewers -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Relational Databases -- Database management systems -- A brief history -- Database categories -- The NoSQL databases -- The CAP theorem -- NoSQL motivation -- Key-value databases -- Columnar databases -- Document databases -- Graph databases -- Relational and object relational databases -- ACID properties -- The SQL language -- Relational model concepts -- Relation -- Tuple -- NULL value -- Attribute -- Constraint -- Domain integrity constraint -- Entity integrity constraint -- Referential integrity constraints -- Semantic constraints -- Relational algebra -- The select and project operations -- The rename operation -- The set theory operations -- The cartesian product operation -- Data modeling -- Data model perspectives -- The entity-relation model -- Sample application -- Entities, attributes, and keys -- Mapping ER to relations -- UML class diagrams -- Summary -- Chapter 2: PostgreSQL in Action -- An overview of PostgreSQL -- PostgreSQL history -- The advantages of PostgreSQL -- Business advantages of PostgreSQL -- PostgreSQL user advantages -- PostgreSQL applications -- Success stories -- Forks -- PostgreSQL architecture -- The PostgreSQL community -- PostgreSQL capabilities -- Replication -- Security -- Extension -- NoSQL capabilities -- Foreign data wrappers -- Performance -- Installing PostgreSQL -- Installing PostgreSQL using Advanced Package Tool -- Client installation -- Server installation -- Basic server configuration -- Installing PostgreSQL on Windows -- The PostgreSQL clients -- The psql client -- psql advanced settings -- PostgreSQL utility tools -- Summary -- Chapter 3: PostgreSQL Basic Building Blocks -- Database coding -- Database naming conventions…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Contributors -- About the reviewers -- Table of Contents -- Preface -- Part 1: Under the Hood of C++ Programming -- Chapter 1: Building C++ Applications -- Technical requirements -- Building C++ applications -- Preprocessing -- Compiling -- Linking -- Low-level programming with C++ -- Functions -- Data and memory -- Control flow -- Details of OOP -- Class relationships -- Summary -- Chapter 2: Beyond Object-Oriented Programming -- Technical requirements -- An introduction to OOP and the C++ object model -- Understanding objects -- Low-level details of objects -- High-level details of objects -- C++ object model -- State -- Identity -- Behavior -- Mimicking a class -- Working with classes -- Classes from a compiler perspective -- Initialization and destruction -- Copying objects -- Moving objects -- An lvalue reference -- Rvalue references -- Notes on operator overloading -- Encapsulation and the public interface -- Class relationships -- Aggregation and composition -- Under the hood of inheritance and polymorphism -- Inheritance -- Polymorphism -- Virtual functions under the hood -- Classical design patterns -- The composite pattern -- The decorator pattern -- Design principles -- The single responsibility principle -- The open-closed principle -- The Liskov substitution principle -- The interface segregation principle -- The dependency inversion principle -- More UML in project design -- The sequence diagram -- Summary -- Questions -- Further reading -- Chapter 3: Understanding and Designing Templates -- Technical requirements -- Motivation for using templates -- Function templates -- Syntax -- Instantiation -- Deduction -- Specialization and overloading -- Class templates -- Syntax -- Instantiation -- Specialization -- Understanding variadic templates -- Syntax -- Examples…”

Tabla de Contenidos: “…Key technologies -- 4.1 Standards -- 4.1.1 Java and XML standards -- 4.1.2 Web services -- 4.1.3 Business process management -- 4.1.4 Business document formats -- 4.2 Products -- 4.2.1 WebSphere Business Integration Server Foundation V5.1 -- 4.2.2 WebSphere Studio Application Developer Integration Edition V5.1 -- 4.3 Applying BPEL to a supply chain scenario -- 4.3.1 Scenario overview -- 4.3.2 Mapping to UML sequence diagram -- 4.3.3 Building the public abstract process -- 4.3.4 Building the private executable process -- Chapter 5. …”

Tabla de Contenidos: “…Objects and Classes -- 9.1 Introduction -- 9.2 Defining Classes for Objects -- 9.3 UML Class Diagrams -- 9.4 Using Classes from the Python Library: the datetime Class -- 9.5 Immutable Objects vs. …”

Tabla de Contenidos: “…RESTful API to be queried from a notebook -- A POST request starts processing -- The GET request for processing status -- The GET request for the results -- Security considerations -- Deliverables -- Acceptance test cases -- RESTful API app -- Unit test cases -- Summary -- Extras -- Add filtering criteria to the POST request -- Split the OpenAPI specification into two parts to use REF for the output schema -- Use Celery instead of concurrent.futures -- Call external processing directly instead of running a subprocess -- Chapter 13: Project 4.1: Visual Analysis Techniques -- Description -- Overall approach -- General notebook organization -- Python modules for summarizing -- PyPlot graphics -- Data frequency histograms -- X-Y scatter plot -- Iteration and evolution -- Deliverables -- Unit test -- Acceptance test -- Summary -- Extras -- Use Seaborn for plotting -- Adjust color palettes to emphasize key points about the data -- Chapter 14: Project 4.2: Creating Reports -- Description -- Slide decks and presentations -- Reports -- Overall approach -- Preparing slides -- Preparing a report -- Creating technical diagrams -- Deliverables -- Summary -- Extras -- Written reports with UML diagrams -- Chapter 15: Project 5.1: Modeling Base Application -- Description -- Approach -- Designing a summary app -- Describing the distribution -- Use cleaned data model -- Rethink the data inspection functions -- Create new results model -- Deliverables -- Acceptance testing -- Unit testing -- Application secondary feature -- Summary -- Extras -- Measures of shape -- Creating PDF reports -- Serving the HTML report from the data API -- Chapter 16: Project 5.2: Simple Multivariate Statistics -- Description -- Correlation coefficient -- Linear regression -- Diagrams -- Approach -- Statistical computations -- Analysis diagrams -- Including diagrams in the final document…”

Tabla de Contenidos: “…Preprocessing and Name Entity Recognition with UMLS -- 3.4. Bidirectional LSTM for Relation Classification…”

Tabla de Contenidos: “…The Enterprise's End -- 5.2.1. Vision -- UML for the Metamodel -- Different Meanings of Vision -- Good Example of Vision -- 5.2.2. …”

Tabla de Contenidos: “…10.3.3 Describe() and it() test functions -- 10.4 Recap writing of test script -- 10.5 The blind auction test script -- 10.5.1 Analysis of describe() and it() code -- 10.5.2 Executing the blind auction test script -- 10.5.3 Full auction run -- 10.6 Retrospective -- 10.7 Best practices -- 10.8 Summary -- 11 A roadmap to Dapp development -- 11.1 Motivating scenario: Educational credentialing -- 11.2 The roadmap -- 11.3 Problem description -- 11.3.1 Context for the DCC application -- 11.3.2 Design choices -- 11.4 Analysis and design -- 11.4.1 Operation flow and finite state machine -- 11.4.2 Contract diagram -- 11.5 Developing the smart contract -- 11.5.1 Data structures -- 11.5.2 Events -- 11.5.3 Modifiers -- 11.5.4 Functions -- 11.6 Local deployment -- 11.7 Automated testing using truffle -- 11.8 Developing the web application -- 11.8.1 UI design -- 11.8.2 Coding the app.js -- 11.9 Testing the DCC-Dapp -- 11.10 Public deployment -- 11.10.1 Deployment on Ropsten-Infura -- 11.10.2 Create web-client for distribution -- 11.11 Retrospective -- 11.12 Best practices -- Summary -- 12 Blockchain: The road ahead -- 12.1 Decentralized identity -- 12.2 Self-managed identity -- 12.3 Consensus and integrity -- 12.3.1 Proof of work -- 12.3.2 Proof of stake -- 12.3.3 Byzantine fault-tolerant consensus -- 12.4 Scalability -- 12.5 Scalability solutions -- 12.5.1 Side channel -- 12.5.2 Block size -- 12.5.3 Network speed -- 12.6 Privacy -- 12.7 Public, private, and permissioned networks -- 12.8 Confidentiality -- 12.8.1 Open information -- 12.8.2 A solution -- 12.9 Security -- 12.10 Securing it with cryptocurrency -- 12.11 Accessing off-chain data (Oracles) -- 12.12 From foundations to practical systems -- 12.13 Looking ahead -- 12.14 Best practices -- 12.15 Retrospective -- 12.16 Summary -- appendix A. UML blockchain design models -- A.1 Problem analysis and design…”

“…Key features include: Introductory overviews of design patterns, the Java Foundation Classes (JFC), and the Unified Modeling Language (UML) Screen shots of each of the programs UML diagrams illustrating interactions between the classes, along with the original JVISION diagram files An explanation of the Java Foundation Classes that illustrates numerous design patterns Case studies demonstrating the usefulness of design patterns in solving Java programming problems After reading this tutorial, you will be comfortable with the basics of design patterns and will be able to start using them effectively in your day-to-day Java programming work. 0201485397B04062001…”

“…Along the way you'll enjoy the Deitels' classic treatment of object-oriented programming and the OOD/UML(R) ATM case study, including a complete C# implementation. …”

“…Compatibility Between the H/H/P Methods and the UML: The Hatley/Pirbhai architecture and requirements methods—described in Strategies for Real-Time System Specification —have been widely used for almost two decades in system and software development. …”

“…Quickly find Java language details, such as naming conventions, types, statements and blocks, and object-oriented programming Get details on the Java SE platform, including development basics, memory management, concurrency, and generics Use new features in Java 9, including modular source code and JShell Browse through information on basic input/output, NIO 2.0, the Java collections framework, and the Java Scripting API Get supplemental references to fluent APIs, third-party tools, and basics of the Unified Modeling Language (UML)…”

“…Darüber hinaus werden Beispiele exemplarisch auch auf Basis konkreter Werkzeuge aufgezeigt.Im Anhang befinden sich das MDSE-Reifegradmodell, eine UML-Kurzreferenz, ein Glossar sowie ein Überblick zu Modellierungswerkzeugen…”