Pattern Recognition

This book presents the first unified formalization for defining novelty across the span of machine learning, symbolic-reasoning, and control and pl...

This book constitutes the refereed proceedings of the 11th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2024, held in conjunct...

This book focuses on green computing-based network security techniques and addresses the challenges involved in practical implementation. It also e...

The new book Smart Green Energy Production explores the innovative surfaces and Intersections between Intelligent Algorithms and Green Energy Techn...

This book provides a conceptual understanding of deep learning algorithms. The book consists of the four parts: foundations, deep machine learning,...

This book revises and expands upon the prior edition of Multi-Modal Face Presentation Attack Detection. The authors begin with fundamental and foun...

This book is meant as a textbook for undergraduate and graduate students who are willing to understand essential elements of machine learning from ...

This book provides a comprehensive overview of the fine-grained image analysis research and modern approaches based on deep learning, spanning the ...