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開催日2018年9月11日(火曜日)
発表者井手 剛
タイトルRecent advances in machine learning from industrial sensor data
    

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開催日2018年9月11日(火曜日)
開催場所VBL301B
開催時間15時30分-17時00分 
発表者井手 剛  
発表者の紹介IBM T. J. Watson Research Center
タイトルRecent advances in machine learning from industrial sensor data 
発表の概要Sensor data analytics is one of the major application fields of data
mining and machine learning. Typically taking real-valued time-series
data from physical sensors as the input, its problem setting includes
a variety of tasks depending on application domains, not limited to
the traditional regression and classification. This talk will first
introduce technical challenges in industrial sensor data analytics.
Then it will cover recent developments in machine learning algorithms
in sensor data analytics. Major topics include change detection using
directional statistics and multi-task extension of graph-based
anomaly detection.
接続サイト神田ラボ,京大ラボ
    
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