| 書目名稱 | Machine Intelligence and Signal Processing | | 副標(biāo)題 | Proceedings of Inter | | 編輯 | Sonali Agarwal,Shekhar Verma,Dharma P. Agrawal | | 視頻video | http://file.papertrans.cn/621/620360/620360.mp4 | | 概述 | Presents recent advances in the areas of data mining, artificial intelligence, and machine learning methods and algorithms.Discusses applications for studying human brain disorders.Serves as a valuabl | | 叢書名稱 | Advances in Intelligent Systems and Computing | | 圖書封面 |  | | 描述 | .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-time?applications. The topics covered include support vector machines (SVM) and?variants 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 the?real-time challenges involved in processing big data and adapting the algorithms?dynamically to improve the computational efficiency. Lastly, it describes recent developments?in processing signals, for instance, signals generated from IoT devices, smart systems, speech,?and videos and addresses biomedical signal processing: electrocardiogram (ECG) and?electroencephalogram (EEG).. | | 出版日期 | Conference proceedings 2020 | | 關(guān)鍵詞 | Signal Processing; Machine Learning; Conference Proceedings; MISP; MISP 2019; Time-frequency Analysis; Ker | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-15-1366-4 | | isbn_softcover | 978-981-15-1365-7 | | isbn_ebook | 978-981-15-1366-4Series ISSN 2194-5357 Series E-ISSN 2194-5365 | | issn_series | 2194-5357 | | copyright | Springer Nature Singapore Pte Ltd. 2020 |
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