الصفحة 1
الصفحة 1
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Computational and Statistical Approaches to Genomics

Computational and Statistical Approaches to Genomics, 2nd Edition, aims to help researchers deal with current genomic challenges. During the three years after the publication of the first edition of this book, the computational and statistical research in genomics have become increasingly more important and indispensable for understanding cellular behavior under a variety of environmental conditions and for tackling challenging clinical problems. In the first edition, the organizational structure was: data à analysis à synthesis à application. In the second edition, the same structure remains, but the chapters that primarily focused on applications have been deleted.

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Cerebral vasospasm : New strategies in research and treatment

More than 90 papers give a summary of clinical and basic studies on cerebral vasospasm, including reviews by leading researchers in this field. Several new frontiers are proposed for future research directions that will not only promote research from neurosurgery and neurology but also from other interconnecting fields of emergency medicine, electrophysiology, molecular biology, and vascular biology.

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Anisotropy Across Fields and Scales

This book focuses on processing, modeling, and visualization of anisotropy information…

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A Matrix Algebra Approach to Artificial Intelligence

The book consists of two parts: the first discusses the fundamentals of matrix algebra in detail, while the second focuses on the applications of matrix algebra approaches in AI. Highlighting matrix algebra in graph-based learning and embedding, network embedding, convolutional neural networks and Pareto optimization theory, and discussing recent topics and advances, the book offers a valuable resource for scientists, engineers, and graduate students in various disciplines

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Average-Cost Control of Stochastic Manufacturing Systems

This book is concerned with hierarchical control of manufacturing systems under uncertainty. It focuses on system performance measured in long-run average cost criteria, exploring the relationship between control problems with a discounted cost and that with a long-run average cost in connection with hierarchical control. A new theory is articulated that shows that hierarchical decision making in the context of a goal-seeking manufacturing system can lead to a near optimization of its objective. The approach in the book considers manufacturing systems in which events occur at different time scales.

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Active Sensor Planning for Multiview Vision Tasks

The book describes some effective strategies to generate a sequence of viewing poses and sensor settings for optimally completing a perception task. Several methods are proposed to solve the problems in both model-based and nonmodel-based vision tasks. For model-based applications, the method involves determination of the optimal sensor placements and a shortest path through these viewpoints for automatic generation of a perception plan.

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