Machine Intelligence and Signal Processing:Proceedings of International Conference, MISP 2019(Advances in Intelligent Systems and Computing)

机器智能与信号处理:机器智能与信号处理国际会议 2019 / 国际会议录

计算机科学技术基础学科

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作      者
出  版 社
出版时间
2020年03月27日
装      帧
平装
ISBN
9789811513657
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页      码
424
语      种
英文
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图书简介
This book features selected high-quality research papers presented at the International Conference on Machine Intelligence and Signal Processing (MISP 2019), held at the Indian Institute of Technology, Allahabad, India, on September 7–10, 2019. The book covers the latest advances in the fields of machine learning,big data analytics, signal processing, computational learning theory, and their real-timeapplications. The topics covered include support vector machines (SVM) andvariants like least-squares SVM (LS-SVM) and twin SVM (TWSVM), extreme learning machine(ELM), artificial neural network (ANN), and other areas in machine learning. Further, it discusses thereal-time challenges involved in processing big data and adapting the algorithmsdynamically to improve the computational efficiency. Lastly, it describes recent developmentsin processing signals, for instance, signals generated from IoT devices, smart systems, speech,and videos and addresses biomedical signal processing: electrocardiogram (ECG) andelectroencephalogram (EEG).
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