Intelligent Systems: Emerging Trends by Siddhartha Roy (.ePUB)+
File Size: 48.7 MB
Intelligent Systems: Emerging Trends and Challenges in Deep Neuro-Fuzzy Models and Explainable Artificial Intelligence by Siddhartha Roy, Soumya Sen, Agostino Cortesi
Requirements: .ePUB, .PDF reader, 48.7 MB | True PDF, True EPUB
Overview: This book comprehensively covers an extensive array of topics within the realm of Computational Intelligence. The scope encompasses fuzzy logic, elucidating the principles and applications of this mathematical framework designed to handle uncertainty and imprecision in data. It delves into the fundamentals of neural networks, exploring their applications in diverse fields such as pattern recognition, image processing, and natural language processing (NLP). The initial three chapters focus on the strategic role of Machine Learning in business intelligence, including the use of ML for employability prediction, sales forecasting, and generative AI-powered recommendation systems. These contributions highlight the potential of AI to provide actionable insights in education and commerce. Chapters 4 to 6 delve into computational intelligence, showcasing optimization techniques like hybrid genetic algorithms and grey wolf optimizers, as well as applications in cybersecurity – an increasingly critical domain.
Genre: Non-Fiction > Tech & Devices
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