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Record Nr. |
UNINA9910736004203321 |
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Autore |
Neustein Amy |
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Titolo |
AI, IoT, Big Data and Cloud Computing for Industry 4.0 / / edited by Amy Neustein, Parikshit N. Mahalle, Prachi Joshi, Gitanjali Rahul Shinde |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
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ISBN |
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Edizione |
[1st ed. 2023.] |
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Descrizione fisica |
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1 online resource (589 pages) |
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Collana |
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Signals and Communication Technology, , 1860-4870 |
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Altri autori (Persone) |
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MahalleParikshit N |
JoshiPrachi |
ShindeGitanjali Rahul |
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Disciplina |
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Soggetti |
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Computational intelligence |
Telecommunication |
Artificial intelligence |
Computational Intelligence |
Communications Engineering, Networks |
Artificial Intelligence |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Introduction -- Section 1: Fundamentals of the Industry 4.0 -- Fundamental of IoT -- Architecture of IoT -- Automation -- Big data challenges -- Cloud computing services -- convergence of IoT and cloud computing -- Section 2: Emerging trends in Artificial Intelligence -- Knowledge representation -- Machine learning -- Deep learning -- AI based industry automation -- Section 3: AI based data management, architecture and framework -- Algorithms and techniques for data management and cloud -- Reference architectures -- Frameworks for integrating IoT, ML and Cloud -- Section 4: Software Portability and Virtual Machine Design -- Virtual Machine designs -- VM design and programming-language/compiler theory concerns -- Section 5: Security for industry 4.0 -- Industry 4.0 -- Artificial intelligence -- Machine Learning -- Signal Processing -- Multimedia -- Big data -- Software Portability -- Virtual Machines -- Conclusion. . |
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Sommario/riassunto |
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This book presents some of the most advanced leading-edge |
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technology for the fourth Industrial Revolution -- known as “Industry 4.0.” The book provides a comprehensive understanding of the interconnections of AI, IoT, big data and cloud computing as integral to the technologies that revolutionize the way companies produce and distribute products and the way local governments deliver their services. The book emphasizes that at every phase of the supply chain, manufactures are found to be interweaving AI, robotics, IoT, big data/machine learning, and cloud computing into their production facilities and throughout their distribution networks. Equally important, the authors show how their research can be applied to computer vision, cyber security, database and compiler theory, natural language processing, healthcare, education and agriculture. Presents the fundamentals of AI, IoT, and cloud computing and how they can be incorporated in Industry 4.0 applications Motivates readers to address challenges in the areas of speech communication and signal processing Provides numerous examples, case studies, technical descriptions, and approaches of AI/ML. |
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2. |
Record Nr. |
UNINA9910437816703321 |
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Titolo |
Characterization and development of biosystems and biomaterials / / Andreas Ochsner, Lucas F.M. da Silva, Holm Altenbach, editors |
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Pubbl/distr/stampa |
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Heidelberg [Germany] ; ; New York, : Springer, 2013 |
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ISBN |
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1-283-94482-0 |
3-642-31470-8 |
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Edizione |
[1st ed. 2013.] |
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Descrizione fisica |
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1 online resource (255 p.) |
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Collana |
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Advanced structured materials, , 1869-8433 ; ; v. 29 |
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Altri autori (Persone) |
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OchsnerAndreas |
SilvaLucas Filipe Martins da <1973-> |
AltenbachHolm |
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Disciplina |
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Soggetti |
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Biomedical materials |
Biology - Research |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references. |
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Nota di contenuto |
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Characterization and Development of Biosystems and Biomaterials; Preface; Contents; 1 Influence of Al2O3/Pr Nanoparticles on Soil, Air and Water Microorganisms; Abstract; 1...Introduction; 2...Experimental Methods; 3...Results and Discussion; 4...Conclusions; References; 2 Hardness Improvement of Dental Amalgam Using Zinc Oxide and Aluminum Oxide Nanoparticles; Abstract; 1...Introduction; 2...Methodology; 2.1 Synthesis of Zinc Oxide; 2.2 Morphological Characterization and Elemental Analysis; 2.3 Mechanical Strength Test; 2.4 Chemical Composition of Silverfil Dental Amalgam; 3...Results and Discussions |
3.1 X-Ray Diffraction3.2 Surface Morphologies from FESEM Analysis; 3.3 Elemental Analysis; 3.4 Mechanical Strength Test; 3.4.1 Compression Test; 3.5 Micro Vickers Hardness Test; 3.6 Investigate the Change in Compressibility and Hardness of the Silverfil and its Components with the Addition of 250 degC ZnO; 3.7 Determining the Compressibility, Green Density and Hardness of the Silverfil Powder Material at Higher Filler Loading; 3.8 Investigating the Change in Compressibility and Hardness of the Powder Material with the Addition of 800 degC Aluminum Oxide; 4...Conclusion; References |
3 Review of Rapid Prototyping Techniques for Tissue Engineering Scaffolds FabricationAbstract; 1...Introduction; 2...Rapid Prototyping Techniques for Tissue Engineering Scaffolds Fabrication; 2.1 Extrusion-Based RP Techniques; 2.2 Three Dimensional Printing; 2.3 Selective Laser Sintering; 2.4 Stereolithography; 2.5 Microstereolithograph; 2.6 Electron Beam Melting; 2.7 Selective Laser Melting; 3...Current Limitations; 4...Future Trends; Acknowledgments; References; 4 Molecular Dynamics Study of Oligomer-Membrane Complexes with Biomedical Relevance; Abstract; 1...Introduction; 2...Simulation Details |
2.1 Simulated Systems2.2 Simulation Parameters and Conditions; 2.3 Data Analysis; 3...Results and Discussion; 4...Conclusion; References; 5 Methods to Prevent or Mitigate Accidents with Large Animals; Abstract; 1...Introduction; 2...Method of Investigation; 3...Theory; 4...Results; 5...Measures; 5.1 Vehicle; 5.1.1 Passive Measures; 5.1.2 Active Systems; ABS (Anti-Lock Braking System from German: Antiblockiersystem); ESP (Electronic Stability Program); BAS (Brake Assist System); Light Source Technology; Night-Vision Systems; Identification of Objects; Radar (Radio Detection and Ranging); 5.1.3 Long Range |
5.1.4 Short Range5.1.5 Ultrasonic Sensor; Laser (LIDAR: Light Detection and Ranging); Multibeam; Laserscanner; 5.1.6 Video; Standard; FIR (Far Infra-Red); Photonic Mixer Device: PMD; C2X (Car-to-X Communication); 5.1.7 Requirements for Active Systems; 5.2 Infrastructure; 5.2.1 Deer Fencing; 5.2.2 Undercrossings and Overcrossings; 5.2.3 Illumination; 5.2.4 Artificial Deterrents; 5.2.5 Reflectors; 5.2.6 Acoustic Means; 5.2.7 Olfactory Means; 5.2.8 Warning Signs; 5.2.9 Shaping of Lateral Road Space; 5.2.10 Animal Recognition Systems and Warning Systems; 5.2.11 Directed Reduction of Population |
5.3 The Driver |
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Sommario/riassunto |
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This collection of recent activities provides researchers and scientists with the latest trends in characterization and developments of biosystems and biomaterials. Well known experts present their research in materials for drug delivery, dental implants and filling materials, biocompatible membranes, bioactive surface coatings and bio-compatible and eco-sustainable building materials. In The book covers also topics like microorganisms, the human eye, the musculoskeletal system and human body parts. |
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