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    1. Data och IT
    2. Systemvetenskap och AI
    3. Artificiell intelligens

    Intelligent and Soft Computing

    Techniques and Applications

    AvIshaani Priyadarshini,Rohit Sharma

    Häftad, Engelska, 2025

    Del i serien Advances in Biomedical Informatics

    1 824 kr

    Kommande

    Beskrivning

    Intelligent and Soft Computing: Techniques and Applications illustrates the synergistic effect of cutting-edge developments in all areas of both fields to build intelligent software systems to solve a multitude of problems. The book offers an introduction to artificial intelligence as well as fuzzy logic concepts, systems, and methods. Additional sections focus on AI tools and applications, search and data mining, reasoning and evolution, as well as nature-inspired computing techniques. Applications and case studies are included in all chapters, making this an ideal resource for researchers, graduate students, and professionals working in these domains.

    Readers will find this to be a timely reference on current and future developments in this emerging domain for decision support, management, information technology, and business applications.

    • Presents new directions of research in the fields of intelligent computing and soft computing
    • Explores tools and software pertaining to both intelligent computing and soft computing which can address challenges to imprecision, uncertainty, and variability
    • Brings together leading scholars from the fields of intelligent and soft computing to discuss how these applications can be trained to work together to solve complex real-world problems

    Produktinformation

    • Utgivningsdatum:2025-12-01
    • Mått:191 x 235 x undefined mm
    • Vikt:450 g
    • Format:Häftad
    • Språk:Engelska
    • Serie:Advances in Biomedical Informatics
    • Antal sidor:300
    • Förlag:Elsevier Science
    • ISBN:9780443300905

    Utforska kategorier

    • Artificiell intelligens inom Data och IT

    Mer om författaren

    Ishaani Priyadarshini obtained her PhD in Cybersecurity from the University of Delaware. She is currently a postdoctoral fellow and Lecturer at the UC Berkeley, School of Information Science. She taught several cybersecurity and electrical Engineering courses at the University of Delaware. She has authored several book chapters for reputed publishers and is also an author of several publications for SCI indexed journals, and is a member of the Editorial Board for International Journal of Information Security and Privacy (IJISP). Her areas of research include technology singularity, trustworthy AI, applied artificial intelligence, and human-computer interaction.Rohit Sharma, PhD, is a faculty member in the Department of Electronics and Communication Engineering, SRM Institute of Science and Technology, Delhi, NCR Campus, Ghaziabad. He completed his PhD at Teerthanker Mahaveer University, Moradabad, India. He is an active member of ISTE, IEEE, ICS, IAENG and IACSIT and an editorial board member and reviewer for more than eight international journals and conferences. He has published about 95 research papers in international/national journals. Dr. Sharma’s research focused on fog computing, network protocols, internet of things, and cyber-physical systems.Devendra Kumar Sharma, PhD, is currently Professor and Dean of the SRM Institute of Science and Technology, Delhi-NCR Campus, Ghaziabad, India. Dr. Sharma has authored many papers in reputed journals and Conferences and his research interests include VLSI interconnects, electronic circuits, digital design, testing and signal processing. He is a member of several professional bodies and is a reviewer of many international journals and conferences. Dr. Sharma has participated in many international and national conferences as Session Chair, and member of the Steering, Advisory and Technical Program Committees. Gwanggil Jeon, PhD, is currently a Full Professor at Incheon National University, Incheon, Korea. He was previously a Visiting Professor at Sichuan University, China, Universitat Pompeu Fabra, Barcelona, Spain, Xinjiang University, China, King Mongkut's Institute of Technology, Ladkrabang, Bangkok, Thailand, and University of Burgundy, Dijon, France. Dr. Jeon is an IEEE Senior Member, an Associate Editor of Sustainable Cities and Society, IEEE Access, Real-Time Image Processing, Journal of System Architecture, and MDPI Remote Sensing. Dr. Jeon was a recipient of the IEEE Chester Sall Award in 2007, the ETRI Journal Paper Award in 2008, and Industry-Academic Merit Award by Ministry of SMEs and Startups of Korea Minister in 2020.

    Innehållsförteckning

    • Section 1: Artificial Intelligence: Introduction, Concepts, Methods1. Machine Learning2. Artificial Neural Networks3. Deep Learning4. Computer Vision5. Support Vector Machines6. Natural Language ProcessingSection 2: An Introduction to Fuzzy Logic7. Fuzzy Systems8. Fuzzy Clustering Algorithms9. Fuzzy System IntegrationSection 3: Artificial Intelligence Tools & Applications10. Hybrid Intelligent Systems11. Intelligent System Architectures12. Web Intelligence Application and Search13. Ambient IntelligenceSection 4. Search and Data Mining14. Knowledge management and knowledge retrieval15. Data Mining Tools and techniques16. Information RetrievalSection 5: Reasoning and Evolution17. Evolutionary Computing18. Swarm Intelligence19. Combinatorial and numerical optimization20. Nature Inspired Computing Techniques21. Intelligent Computing Applications and Case Studies22. Soft Computing Applications and Case Studies