The growing use of the Internet in every life area creates an emerging need to provide information security (IS), and numerous classification algorithms approach this problem. This study provides a systematic l
Classification problems are one of the most common scenarios we face in data science. This course will help you understand and apply common algorithms to make predictions and drive decision-making in business. Whether you’re an aspiring data scientist, studying analytics, or have a focus on busi...
For a modulation classifier, the presence of a jamming signal ... Get Automatic Modulation Classification: Principles, Algorithms and Applications now with the O’Reilly learning platform. O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and ...
Classification of a class ofA3MDSMDScode and applications in secret-sharing schemes Bandana Pandeyand Prabal Paul Vol. 16, No. 07 Co-normal products and modular products of soft graphs Bobin George, Jinta Jose, and Rajesh K. Thumbakara ...
The resulting robot learns to approach, recognize, and grasp objects on a floor effectively and efficiently. Experimental results show that highly accurate classification procedures can be learned without sacrificing efficiency in the case of both synthetic and real domains....
Classification.These algorithms respond to classification issues where the output component is categorical. Some examples of this are “yes or no” or “true or false.” An example of classification used in daily life is the filtering capabilities in email applications — choosing primary email box...
As thus, they need fewer hidden nodes to reach the same classification performance, which means the better real time. Finally, experimental results on the benchmark data sets validate the effectiveness and feasibility of the presented two algorithms. To be more important, they are applied to the...
6.2 图像分类(Image classification) 6.2.1 基于特征的方法(Feature-based methods) 6.2.2 深层网络(Deep networks) 6.2.3 应用:视觉相似度搜索(Application: Visual similarity search) 6.2.4 人脸识别(Face recognition) 6.3 物体检测(Object detection) 6.3.1 人脸检测(Face detection) 6.3.2 行人检测(Pedestrian...
Section 2 provides a comprehensive overview about the control/operation problems where RL has been used leading into a classification of these applications into six main classes. Being similar to the applications, reinforcement methods can be classified into several classes which makes it easy to ...
Library of Congress Cataloging-in-Publication Data Zhu, Zhechen. Automatic modulation classification : principles, algorithms, and applications / Zhechen Zhu and Asoke K. Nandi. pages cm Includes bibliographical references and index. ISBN 978-1-118-90649-1 (cloth) ...