商品詳細

AI-Driven Analytics for Optimized Information Systems explores the transformative role of artificial intelligence (AI) and advanced analytics in enhancing and optimizing information systems across industries. As organizations become increasingly reliant on data to drive their decision-making, AI-powered analytics are in turn becoming increasingly critical for improving operational efficiency, predictive capabilities, and decision-making accuracy.Topics covered in this book include data preprocessing, feature engineering, real-time analytics, predictive modeling, and resource optimization, with a particular focus on the integration of explainable AI (XAI) techniques to ensure that AI-driven decisions are transparent, interpretable, and ethically sound. Written for researchers, practitioners, and students in computer science, data analytics, and information systems, this volume contains carefully crafted theoretical insights and practical guidance to empower decision-makers, entrepreneurs, and executives.Whether you are looking to implement AI technologies within your organization, seek to advance your research in AI-driven analytics, or simply want to demystify AI concepts and translate them into actionable strategic, operational, and leadership insights, AI-Driven Analytics is an essential resource for understanding how AI can optimize information systems in today's data-driven world.