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Data Science Thinking : The Next Scientific, Technological and Economic Revolution / / by Longbing Cao
| Data Science Thinking : The Next Scientific, Technological and Economic Revolution / / by Longbing Cao |
| Autore | Cao Longbing |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XX, 390 p. 62 illus., 61 illus. in color.) |
| Disciplina | 006.312 |
| Collana | Data Analytics |
| Soggetto topico |
Data mining
Big data Artificial intelligence Data Mining and Knowledge Discovery Big Data/Analytics Artificial Intelligence |
| ISBN | 3-319-95092-4 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1 The Data Science Era -- 2 What is Data Science -- 3 Data Science Thinking -- 4 Data Science Challenges -- 5 Data Science Discipline -- 6 Data Science Foundations -- 7 Data Science Techniques -- 8 Data Economy and Industrialization -- 9 Data Science Applications -- 10 Data Profession -- 11 Data Science Education -- 12 Prospects and Opportunities in Data Science. |
| Record Nr. | UNINA-9910299164503321 |
Cao Longbing
|
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Metasynthetic Computing and Engineering of Complex Systems / / by Longbing Cao
| Metasynthetic Computing and Engineering of Complex Systems / / by Longbing Cao |
| Autore | Cao Longbing |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | London : , : Springer London : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (360 p.) |
| Disciplina | 006.3 |
| Collana | Advanced Information and Knowledge Processing |
| Soggetto topico |
Software engineering
Robotics Automation Artificial intelligence Software Engineering/Programming and Operating Systems Robotics and Automation Artificial Intelligence |
| ISBN | 1-4471-6551-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Preface; Contents; Chapter 1: Complex Systems; 1.1 Introduction; 1.2 System Complexities; 1.3 System Transparency; 1.3.1 Black Boxes; 1.3.2 White Boxes; 1.3.3 Glass Boxes; 1.3.4 Grey Boxes; 1.4 System Classification; 1.5 Complex Agent Systems; 1.5.1 Multiagent Systems; 1.5.1.1 What Are Multiagent Systems; 1.5.1.2 Multiagent System Research Map; 1.5.2 Large-Scale Systems; 1.5.3 Large-Scale Multiagent Systems; 1.5.3.1 Concepts and Issues; 1.5.3.2 How Are ULS Systems Different? [40]; 1.5.3.3 Major Research Issues; 1.5.4 Open Complex Agent Systems; 1.5.4.1 Multiagent System Classification
1.5.4.2 Open Complex Agent Systems1.6 Hybrid Intelligent Systems; 1.6.1 Concept; 1.6.2 Hybridization Strategies; 1.6.3 Design Strategies; 1.6.4 Typical Hybrid Applications; 1.7 Evolution of Intelligent Systems; 1.8 Open Giant Intelligent Systems; 1.9 Computing and Engineering Complex Systems; 1.10 Summary; References; Chapter 2: Ubiquitous Intelligence; 2.1 Introduction; 2.2 Data Intelligence; 2.2.1 What Is Data Intelligence?; 2.2.2 Aims of Involving Data Intelligence; 2.2.3 Aspects of Data Intelligence; 2.3 Domain Intelligence; 2.3.1 What Is Domain Intelligence? 2.3.2 Aims of Involving Domain Intelligence2.3.3 Aspects of Domain Intelligence; 2.4 Network Intelligence; 2.4.1 What Is Network Intelligence?; 2.4.2 Aims of Involving Network Intelligence; 2.4.3 Aspects of Network Intelligence; 2.5 Human Intelligence; 2.5.1 What Is Human Intelligence?; 2.5.2 Aims of Involving Human Intelligence; 2.5.3 Aspects of Human Intelligence; 2.6 Organizational Intelligence; 2.6.1 What Is Organizational Intelligence?; 2.6.2 Aims of Involving Organizational Intelligence; 2.6.3 Aspects of Organizational Intelligence; 2.7 Social Intelligence 2.7.1 What Is Social Intelligence?2.7.2 Aims of Involving Social Intelligence; 2.7.3 Aspects of Social Intelligence; 2.8 Metasynthesis of Ubiquitous Intelligence; 2.9 Summary; References; Chapter 3: System Methodologies; 3.1 Introduction; 3.2 Reductionism; 3.3 Holism; 3.4 Systematology; 3.5 Summary; References; Chapter 4: Computing Paradigms; 4.1 Introduction; 4.2 Objects and Object-Oriented Methodology; 4.3 Components and Component-Based Methodology; 4.4 Services and Service-Oriented Methodology; 4.5 Agents and Agent-Oriented Methodology; 4.5.1 Goal-Oriented Requirements Analysis 4.5.2 Agent-Oriented Software Engineering4.5.2.1 MaSE; 4.5.2.2 MESSAGE; 4.5.2.3 TROPOS; 4.5.2.4 GAIA; 4.5.3 Issues in Agent-Oriented Software Engineering; 4.6 Relations Among Agents, Objects, Components, and Services; 4.7 Autonomic Computing; 4.8 Organizational Computing; 4.9 Behavior Computing; 4.10 Social Computing; 4.11 Cloud/Service Computing; 4.12 Metasynthetic Computing; References; Chapter 5: Metasynthesis; 5.1 Introduction; 5.2 Open Complex Giant Systems; 5.3 OCGS System Complexities; 5.4 Knowledge and Intelligence Emergence; 5.5 Theoretical Framework of Metasynthesis 5.6 Problem-Solving Process in M-Space |
| Record Nr. | UNINA-9910299253203321 |
|
Cao Longbing
|
||
| London : , : Springer London : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||