000 06528nam a22006135i 4500
001 978-3-031-69336-6
003 DE-He213
005 20250516160157.0
007 cr nn 008mamaa
008 241115s2024 sz | s |||| 0|eng d
020 _a9783031693366
_9978-3-031-69336-6
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aSoft Computing in Industry 5.0 for Sustainability
_h[electronic resource] /
_cedited by C Kishor Kumar Reddy, Thandiwe Sithole, Mariya Ouaissa, Özen ÖZER, Marlia M. Hanafiah.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXIII, 409 p. 106 illus., 74 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aChapter 1: Shaping Industry 4.0 And 5.0 Landscapes by Navigating Technological Shifts With Soft Computing Expertise -- Chapter 2: Role of soft computing in Industry 4.0 and 5.0 -- Chapter 3: The Evolution of Soft Computing: Industry 5.0 and It's Challenges -- Chapter 4: Human-Centric AI Balancing Innovation with Ethical Considerations in the Age of Soft Computing -- Chapter 5: Navigating Data Privacy in Industry 5.0: Advanced Strategies for Sustainability -- Chapter 6: Design of AAA-Bot for Healthcare Assistance in COVID-19 Pandemic -- Chapter 7: A Comparative Exploration of Transfer Learning's Impact on ECG-Based Heart Disease Prediction -- Chapter 8: Convergence of AI techniques in enabling sustainability practices for Industry 5.0 -- Chapter 9: Soft Computing Applications in Sustainable Manufacturing -- Chapter 10: Automated Spam Detection using ECSA based Feature Selection with BGRN Classifier in Soft Computing Applications -- Chapter 11: Secure and Trustworthy Energy Trading using Decentralized Blockchain based Resilient Solutions -- Chapter 12: Wildfire Decision Management Using Soft Computing in a System of Systems Approach -- Chapter 13: Tourism Companion: Enhancing Travel Experiences with AI Chatbot and Softcomputing -- Chapter 14: An approach towards Abstractive Text Summarization for Urdu Language using LLM (ATSUL) -- Chapter 15: Securing Healthcare 5.0: Zero Proof Knowledge (ZKP) and Post Quantum Cryptography (PQC) Solutions for Medical Data Security -- Chapter 16: Digital Twins for Healthcare in Industry 5.0: Fundamentals, Pharmaceutical Manufacturing Applications, Diagnostic Precision, Digital Patient Innovations, and Drug Discovery Impact -- Chapter 17: Blockchain Based Security Sustainable Framework for IoMT Applications and Industry 5.0.
520 _aSoft computing and Industry 5.0 are two distinct concepts that, when combined, can have a significant impact on sustainability initiatives within various industries. Soft computing is a subfield of artificial intelligence (AI) that aims to address problems characterized by uncertainty, imprecision, and partial truth. It encompasses various computational techniques, such as fuzzy logic, neural networks, genetic algorithms, and machine learning, which enable machines to deal with complex and uncertain data in a more human-like manner. Soft computing techniques are particularly valuable in sustainability efforts because they can handle non-linear relationships and uncertain data that often arise in environmental and social contexts. For example, they can be used to optimize energy consumption, waste management, and resource allocation in industries by considering various factors and trade-offs. The book highlights the latest innovations in intelligent systems in classical machine learning, deep learning, Internet of Things (IoT), Industrial Internet of Things (IIoT), blockchain, knowledge representation, knowledge management, big data, and natural language processing. (NLP). The book contains many contemporary articles from both scientists and practitioners working in many fields where soft computing, intelligent systems and the IIoT can break new ground. Intelligent systems and the Internet of Things are now essential technologies in almost every field. From agriculture to industry to healthcare, the scope of smart systems and IIoT is as wide as the horizon. Nowadays, these technologies are extensively used in developed countries, but they are still at an early stage in emerging countries. The primary market of this book is senior undergraduate students, post graduate students, practitioners, researchers, academicians, industrialists, and professionals working in areas of core computer science, electrical engineering, mechanical engineering, environmental engineering and agricultural engineering. The secondary audience of this book is individuals working in the areas of manufacturing, agriculture, remote sensing, environmental engineering, health care, smart cities, smart farming, remote sensing, supply chain management and hydrology.
541 _fUABC ;
_cPerpetuidad
650 0 _aComputational intelligence.
650 0 _aSustainability.
650 0 _aIndustrial engineering.
650 0 _aProduction engineering.
650 0 _aBusiness logistics.
650 1 4 _aComputational Intelligence.
650 2 4 _aSustainability.
650 2 4 _aIndustrial and Production Engineering.
650 2 4 _aSupply Chain Management.
700 1 _aReddy, C Kishor Kumar.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSithole, Thandiwe.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aOuaissa, Mariya.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aÖZER, Özen.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aHanafiah, Marlia M.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031693359
776 0 8 _iPrinted edition:
_z9783031693373
776 0 8 _iPrinted edition:
_z9783031693380
856 4 0 _zLibro electrónico
_uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-69336-6
912 _aZDB-2-INR
912 _aZDB-2-SXIT
942 _cLIBRO_ELEC
999 _c276824
_d276823