Research Advances in Intelligent Computing (eBook, PDF)

Volume 2
Redaktion: Verma, Anshul; Verma, Pradeepika

• Format: PDF

Produktbeschreibung

The book contains the most recent research on machine learning, neural networks, deep learning, evolutionary algorithms, genetic algorithms, swarm intelligence, fuzzy systems, and other related topics. This book provides the most recent developments in AI as well as IC.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 260
• Erscheinungstermin: 29. August 2024
• Englisch
• ISBN-13: 9781040010433
• Artikelnr.: 72272406

Autorenporträt

Dr. Anshul Verma received M.Tech. and Ph.D. degrees in Computer Science & Engineering from ABV-Indian Institute of Information Technology and Management Gwalior, India. He has done Post-doctorate from Indian Institute of Technology Kharagpur, India. Currently, he is serving as Assistant Professor in Department of Computer Science, Institute of Science, Banaras Hindu University Varanasi, India. He has also served as faculty member in Computer Science & Engineering Department at Motilal Nehru National Institute of Technology (MNNIT) Allahabad and National Institute of Technology (NIT) Jamshedpur, India. His research interests include IoT, Mobile ad-hoc networks, Distributed systems, Formal verification, and Mobile computing. He is serving as Editor of the Journal of Scientific Research of the Banaras Hindu University. Dr. Pradeepika Verma received her Ph.D. degree in Computer Science and Engineering from the Indian Institute of Technology (ISM) Dhanbad, India. She has received M.Tech in Computer Science and Engineering from Banasthali University, Rajasthan, India. Currently, she is working as a Faculty Fellow in Technical Innovation Hub at Indian Institute of Technology, Patna, India. She has worked as a Post-Doctoral Fellow in Department of Computer Science and Engineering at Indian Institute of Technology (BHU), Varanasi, India. She has also worked as an Assistant Professor in the Department of Computer Science and Engineering at Pranveer Singh Institute of Technology, Kanpur, India, and as a Faculty Member in the Department of Computer Application at the Institute of Engineering and Technology, Lucknow, India. Her current research interests include natural language processing, optimization approaches, information retrieval and Mobile ad-hoc networks.

Inhaltsangabe

List of Contributors. Preface. Acknowledgements. 1. A New Range Selection
Method For Global Best Worst Particle Swarm Optimization. 2. Automatic
Speech Recognition For The Cleft Patients Using Deep Learning Techniques.
3. Dynamics of Underwater Acoustic Signal Processing: An Underwater
Acoustic Marine Habitat Monitoring Application Perspective. 4. Visual
Question Answering VGA on Radiology Image - A Survey of Methods And
Techniques. 5. A Comparative Approach For Speech Emotion Recognition Using
CNN And Branch CNN. 6. Revolutionizing Agriculture: A Comprehensive Review
of Artificial Intelligence Techniques In Farming. 7. Prediction of Vitiligo
Skin Disease Spreading Rate by Image Processing. 8. A Comparative Analysis
of Different Approaches to Lexical and Semantic Document Similarity. 9.
Artificial Intelligence In Banking And Financial Services. 10. Healthcare
Applications on Federated Deep Learning For Cyber Security In The Internet
of Things. 11. Prediction of Suicidal Risk Using Machine Learning Models.
12. Information Extraction And Summarization of Medical Reports Using
Textract And GPT-2. 13. A Comparative Study on Prediction of Soil Health
and Crop Recommendation Using Machine Learning Models. 14. Marine
Soundscape Source Separation In The Indian Ocean Region (IOR) Soundscape
Using Unsupervised Machine Learning.