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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.
List of contents
Section 1: Artificial Intelligence: Introduction, Concepts, Methods1. Machine Learning
2. Artificial Neural Networks
3. Deep Learning
4. Computer Vision
5. Support Vector Machines
6. Natural Language Processing
Section 2: An Introduction to Fuzzy Logic7. Fuzzy Systems
8. Fuzzy Clustering Algorithms
9. Fuzzy System Integration
Section 3: Artificial Intelligence Tools & Applications10. Hybrid Intelligent Systems
11. Intelligent System Architectures
12. Web Intelligence Application and Search
13. Ambient Intelligence
Section 4. Search and Data Mining14. Knowledge management and knowledge retrieval
15. Data Mining Tools and techniques
16. Information Retrieval
Section 5: Reasoning and Evolution17. Evolutionary Computing
18. Swarm Intelligence
19. Combinatorial and numerical optimization
20. Nature Inspired Computing Techniques
21. Intelligent Computing Applications and Case Studies
22. Soft Computing Applications and Case Studies
About the author
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.
