• Machine learning for signal processing : data science, algorithms, and computational statistics
  • 紀錄類型: 書目-語言資料,印刷品 : 單行本
    副題名: data science, algorithms, and computational statistics
    作者: LittleMax A.,
    出版地: New York, NY
    出版者: Oxford University Press;
    出版年: 2019.
    版本: 1st ed.
    面頁冊數: xviii, 359 p.ill. (some col.) : 26 cm;
    標題: Signal processing - Digital techniques -
    標題: Machine learning - Mathematics. -
    標題: Signal processing - Mathematics. -
    摘要註: "Digital signal processing (DSP) is one of the 'foundational' engineering topics of the modern world, without which technologies such the mobile phone, television, CD and MP3 players, WiFi and radar, would not be possible. A relative newcomer by comparison, statistical machine learning is the theoretical backbone of exciting technologies such as automatic techniques for car registration plate recognition, speech recognition, stock market prediction, defect detection on assembly lines, robot guidance and autonomous car navigation. Statistical machine learning exploits the analogy between intelligent information processing in biological brains and sophisticated statistical modelling and inference.
    ISBN: 9780198896555
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