Advances in Intelligent Data and Information Processing

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Advances in Intelligent Data and Information Processing

Proceedings of the International Conference on Intelligent Data and Information Processing (IDIP2025), Volume 2

Databases Artificial intelligence

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Collection: Lecture Notes in Networks and Systems

Language: English

Published by: Springer

Published on: 21st February 2026

Format: LCP-protected ePub

ISBN: 9783032167026


Introduction

This book integrates practical engineering insights with cutting-edge AI/ML methodologies to address real-world intelligent data processing challenges, prioritizing actionable solutions over theoretical abstraction.

By bridging algorithmic foundations with industry-specific use cases, it equips readers to translate technical concepts into deployable systems efficiently.

Approach

Unlike traditional texts that silo theory and practice, this approach embeds hands-on implementation frameworks, including data preprocessing pipelines, model optimization techniques, and scalability strategies, directly within contextualized problem-solving scenarios.

Coverage

Covering core topics from edge AI deployment to large-scale data analytics, it spans both foundational principles and emerging trends like federated learning and real-time processing.

Intended Audience

Tailored for IT professionals, computer science practitioners, and engineering researchers, it also serves as a valuable resource for graduate students specializing in data science or intelligent systems.

Ideal for upskilling, project reference, or curriculum supplementation, it empowers readers to tackle complex data-intensive tasks with confidence in academic, corporate, or R&D settings.

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