Below are a selection of the latest Research Reference titles from Elsevier. Browse the complete catalogs at the links below:
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Shyam Rajput, Nafis Khan, Amit Singh, Karm Arya
Elsevier
378 pages
ISBN: 9780323983709
October 2022
This book explores different concepts and techniques used for the enhancement as well as reconstruction of low-quality images. It comprehensively explores application-specific techniques including satellite image enhancement, face hallucination, low-resolution face recognition, medical image enhancement and reconstruction, reconstruction of underwater images, text image enhancement, biometrics, etc. Chapters presents a detailed discussion of the challenges faced in handling each particular kind of image, and a deep dive into denoising, dehazing, super-resolution, and use of soft computing across a range of engineering applications.
Keith Cooper, Linda Torczon
Elsevier
848 pages
ISBN: 9780128154120
October 2022
This book covers the latest developments in compiler technology, with new chapters focusing on semantic elaboration (the problems that arise in generating code from the ad-hoc syntax-directed translation schemes in a generated parser), on runtime support for naming and addressability, and on code shape for expressions, assignments and control-structures. This new edition takes a fresh approach to learning important techniques for constructing a modern compiler.
Jose Guerrero
Elsevier
258 pages
ISBN: 9780128201190
October 2022
Traditional ways of visualizing complex information, namely linear text, web pages and hyperlink-based applications, have serious productivity problems. As more applications of Artificial Intelligence are developed, the need for the improvement of the visualization of the information generated will increase exponentially. The goal of this book is to provide readers with an introduction to mind mapping and artificial intelligence, to the problems of using traditional ways of visualizing complex information and as an introduction to mind mapping automation and its integration into Artificial Intelligence applications.
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Data Mining
Concepts and Techniques
4th Edition
Jiawei Han, Jian Pei, Hanghang Tong
Elsevier
752 pages
ISBN: 9780128117606
October 2022
This book introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections of data, known as knowledge discovery from data, or KDD. It focuses on the feasibility, usefulness, effectiveness, and scalability of data mining techniques for large data sets and trends, applications, and research frontiers in data mining.